diff --git a/00_ODEs.ipynb b/00_ODEs.ipynb
index 23f3eb4..ed85b65 100644
--- a/00_ODEs.ipynb
+++ b/00_ODEs.ipynb
@@ -1,538 +1,555 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "deletable": false,
- "editable": false
- },
- "source": [
- "
\n",
- "

\n",
- "
\n",
- "
Prof. Dr. Thomas Nagel
\n",
- "
Chair of Soil Mechanics and Foundation Engineering
Geotechnical Institute
Technische Universität Bergakademie Freiberg.
\n",
- "
https://tu-freiberg.de/en/soilmechanics
\n",
- "
\n",
- "
"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# First steps towards the numerical treatment of ODEs"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 1,
- "metadata": {},
- "outputs": [],
- "source": [
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "import plot_functions.plot_settings"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Starting with a Game\n",
- "\n",
- "**Group 1:** Algebraic instructions\n",
- "\n",
- "**Group 2:** Differential instructions\n",
- "\n",
- "A person is placed randomly on the map. Your task is to guide it using instructions as per your group.\n",
- "\n",
- "**Task a):** Guide the person to the highest peak.\n",
- "\n",
- "**Task b):** Guide the person to the peak of the nearest mountain.\n",
- "\n",
- "Compare the solution strategies in terms of information needed by the person to succeed, efficiency of the solution, generality of the solution method."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 16,
- "metadata": {},
- "outputs": [
+ "cells": [
{
- "data": {
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",
- "text/plain": [
- ""
+ "cell_type": "markdown",
+ "metadata": {
+ "deletable": false,
+ "editable": false
+ },
+ "source": [
+ "\n",
+ "

\n",
+ "
\n",
+ "
Prof. Dr. Thomas Nagel
\n",
+ "
Chair of Soil Mechanics and Foundation Engineering
Geotechnical Institute
Technische Universität Bergakademie Freiberg.
\n",
+ "
https://tu-freiberg.de/en/soilmechanics
\n",
+ "
\n",
+ "
"
]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "def smoother_quadratic_maxima_function(x, y, x_max, y_max, z_max):\n",
- " Z = np.zeros_like(x)\n",
- " for i in range(len(x_max)):\n",
- " Z += z_max[i] * np.exp(-0.5*((x - x_max[i])**2 + (y - y_max[i])**2)) \n",
- " return Z\n",
- "\n",
- "\n",
- "x_max = np.random.uniform(-5, 5, 6)\n",
- "y_max = np.random.uniform(-5, 5, 6)\n",
- "z_max = np.random.uniform(2, 10, 6)\n",
- "\n",
- "x = np.linspace(-6, 6, 400)\n",
- "y = np.linspace(-6, 6, 400)\n",
- "X, Y = np.meshgrid(x, y)\n",
- "\n",
- "Z = smoother_quadratic_maxima_function(X, Y, x_max, y_max, z_max)\n",
- "\n",
- "blue_point_x = np.random.uniform(-6, 6)\n",
- "blue_point_y = np.random.uniform(-6, 6)\n",
- "\n",
- "\n",
- "plt.figure(figsize=(6,6))\n",
- "contour = plt.contour(X, Y, Z, 20, cmap='viridis') \n",
- "plt.colorbar(contour)\n",
- "plt.scatter(blue_point_x, blue_point_y, color='blue', label=\"The person\")\n",
- "plt.grid(True)\n",
- "plt.xlabel(\"N-S\")\n",
- "plt.ylabel(\"W-E\")\n",
- "plt.legend()\n",
- "plt.show()"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## From algebraic and differential equations\n",
- "\n",
- "Consider a pore pressure profile given algebraically by:\n",
- "\n",
- "$$\n",
- " p(x) = p_0 + (p_1 - p_0) \\left( \\frac{x}{L} \\right)^2 \\quad x \\in [0, L]\n",
- "$$"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 3,
- "metadata": {},
- "outputs": [],
- "source": [
- "p = lambda p0, p1, xi: p0 + (p1 - p0) * xi**2"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 4,
- "metadata": {},
- "outputs": [],
- "source": [
- "xi = np.linspace(0,1,100)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {
- "jupyter": {
- "source_hidden": true
},
- "tags": []
- },
- "outputs": [
{
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# First steps towards the numerical treatment of ODEs"
]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "ax.plot(xi,p(1,2,xi))\n",
- "ax.set_xlabel(r'$x$ / $L$')\n",
- "ax.set_ylabel(r'$p$ / MPa');"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Usually, however, we understand how systems change due to acting forces, fluxes, etc. Looking at changes rather than absolute expressions one arrives at differential equations. Here, for illustration, we follow the opposite logic and derive our algebraic pressure profile:\n",
- "\n",
- "$$\n",
- " p'=\\frac{\\mathrm{d}p}{\\mathrm{d}x} = 2 (p_1 - p_0) \\left( \\frac{x}{L} \\right)\n",
- "$$\n",
- "\n",
- "We notice that this equation describes pressure *changes*. The constant offset $p_0$ is lost upon differentiation. This information, the point of departure of an ODE, needs to be added in the form of an initial or boundary condition. This is equivalent to a treasure map with instructions of the type \"100 paces north, 70 paces west, ...\" -- to find the treasure, you need to know the point of departure. Let's illustrate this:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "metadata": {
- "jupyter": {
- "source_hidden": true
},
- "tags": []
- },
- "outputs": [],
- "source": [
- "dp_dx = lambda p0, p1, xi: 2 * (p1 - p0) * xi"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 7,
- "metadata": {
- "tags": []
- },
- "outputs": [
{
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import plot_functions.plot_settings"
]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "\n",
- "for p0 in [1,2,3]:\n",
- " ax.plot(xi,p(p0,p0+2,xi),label=r'$p_{%i}(x) = %i + 2 (x/L)^2$' %(p0,p0))\n",
- " ax.plot(0,p0,marker='o',color='red')\n",
- " x = 0\n",
- " dx = 0.1\n",
- " while x+dx < 1:\n",
- " ax.plot([x,x+dx],[p(p0,p0+2,x),p(p0,p0+2,x)],color='black',lw=1)\n",
- " ax.plot([x+dx,x+dx],[p(p0,p0+2,x),p(p0,p0+2,x+dx)],color='black',lw=1)\n",
- " ax.text(x+dx/4,p(p0,p0+2,x)-0.2,r'$\\mathrm{d}x$')\n",
- " ax.plot([x+dx,0.2*p0],[p(p0,p0+2,x+dx/2),5],color='black',lw=0.5)\n",
- " x = x + dx\n",
- " ax.text(0.2*p0-0.05,5,r\"$\\mathrm{d}p = p'_{%i} \\mathrm{d}x$\" %(p0))\n",
- "ax.set_xlabel(r'$x$ / $L$')\n",
- "ax.set_ylabel(r'$p$ / MPa')\n",
- "ax.legend()\n",
- "fig.tight_layout();"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## A more meaningful example: earth pressure with silo effects"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "We assume a cylindrical setting and the full mobilisation of wall friction.\n",
- "\n",
- "Collecting all acting forces and demanding vertical equilibrium of forces:\n",
- "\n",
- "$$\n",
- " \\downarrow: \\quad \\sigma_{zz} \\pi r^2 - \\left( \\sigma_{zz} + \\frac{\\partial \\sigma_{zz}}{\\partial z}\\text{d}z \\right) \\pi r^2 + \\gamma \\pi r^2 \\text{d}z - K_0 \\sigma_{zz} \\tan \\delta_\\text{s} 2\\pi r \\text{d}z= 0\n",
- "$$"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Rearranging ... \n",
- "\n",
- "$$\n",
- " 0 = \\left( -\\frac{\\partial \\sigma_{zz}}{\\partial z} r + \\gamma r - 2 K_0 \\sigma_{zz} \\tan\\delta_\\text{s} \\right) \\pi r \\text{d} z\n",
- "$$\n",
- "\n",
- "... meaningful solution once term in brackets vanishes. Rearranging a bit again ...."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "$$\n",
- " \\frac{\\text{d}\\sigma_{zz}}{\\text{d}z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
- "$$\n",
- "\n",
- "This is a non-homogeneous, ordinary differential equation of first order with (so far) constant coefficients.\n",
- "\n",
- "**Tasks:**\n",
- "\n",
- "- Check the plausibility in terms of $\\gamma$, $K_0$, $\\tan \\delta_\\text{s}$ and $r$.\n",
- "- What is expected to happen with the stress increase at a certain depth?"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "### Analytical solution\n",
- "\n",
- "Integration can proceed by separation of variables. We assume that the top surface is unloaded, i.e. $\\sigma_{zz}(z=0) = 0$.\n",
- "\n",
- "\\begin{align}\n",
- " &\\int \\limits_{0}^{\\sigma_{zz}} \\frac{\\text{d}\\bar{\\sigma}_{zz}}{\\displaystyle \\gamma - \\frac{2 K_0 \\bar{\\sigma}_{zz} \\tan \\delta_\\text{s}}{r}} = \\int \\limits_{0}^{z}\\text{d}\\bar{z}\n",
- " \\\n",
- " & \\left. -\\frac{r}{2 K_0 \\tan\\delta_\\text{s}} \\ln \\left( \\gamma - \\frac{2 K_0 \\bar{\\sigma}_{zz} \\tan \\delta_\\text{s}}{r} \\right) \\right|_0^{\\sigma_{zz}} = z\n",
- " \\\n",
- " & \\ln \\left(\\frac{\\gamma r - 2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{\\gamma r} \\right) = -2 K_0 \\tan\\delta_\\text{s} \\frac{z}{r}\n",
- "\\end{align}"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Rearranging for $\\sigma_{zz}$ yields the sought vertical stress distribution:\n",
- "\n",
- "$$\n",
- " \\sigma_{zz} = \\frac{\\gamma r}{2K_0\\tan\\delta_\\text{s}} \\left[ 1 - \\exp \\left(- 2 K_0 \\tan\\delta_\\text{s} \\frac{z}{r} \\right) \\right]\n",
- "$$\n",
- "\n",
- "*Note*: Instead of introducing $r$, one could retain the ratio $u/A$ to approximate non-circular geometries (e.g. rectangular cross sections or forces between walls).\n",
- "\n",
- "Let's check plausibility by plotting."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [],
- "source": [
- "sigma = lambda r, K0, mu, gamma, z: gamma*r/(2*K0*mu) * ( 1 - np.exp(-2*K0*mu*z/r))"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [],
- "source": [
- "z = np.linspace(0,20,100)\n",
- "phi = np.deg2rad(30) #angle of internal friction\n",
- "tan_ds = np.tan(2/3 * phi) #rough wall\n",
- "K0 = 1 - np.sin(phi)\n",
- "gamma = 18. #kN/m³"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 10,
- "metadata": {},
- "outputs": [
+ },
{
- "data": {
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",
- "text/plain": [
- ""
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Starting with a Game\n",
+ "\n",
+ "**Group 1:** Algebraic instructions\n",
+ "\n",
+ "**Group 2:** Differential instructions\n",
+ "\n",
+ "A person is placed randomly on the map. Your task is to guide it using instructions as per your group.\n",
+ "\n",
+ "**Task a):** Guide the person to the highest peak.\n",
+ "\n",
+ "**Task b):** Guide the person to the peak of the nearest mountain.\n",
+ "\n",
+ "Compare the solution strategies in terms of information needed by the person to succeed, efficiency of the solution, generality of the solution method."
]
- },
- "metadata": {},
- "output_type": "display_data"
- }
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "for r in [0.5,1,3,10]:\n",
- " ax.plot(sigma(r,K0,tan_ds,gamma,z),z,label=r'$r = %.1f$ m' %r)\n",
- "ax.plot(gamma*z,z,ls='--',color='black',label=r'$\\gamma z$ (no silo effect)')\n",
- "ax.set_xlabel(r'$\\sigma_{zz}$ / kPa')\n",
- "ax.invert_yaxis()\n",
- "ax.set_ylabel(r'$z$ / m')\n",
- "ax.legend();"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The limiting stress value can be read off the differential equation as well as the integration result as\n",
- "\n",
- "$$\n",
- " \\sigma_{zz}^\\text{lim} = \\frac{\\gamma r}{2K_0\\tan\\delta_\\text{s}}\n",
- "$$\n",
- "\n",
- "\n",
- "**Tasks:**\n",
- "\n",
- "Assuming again $K_0 = 1 - \\sin \\varphi$ and $\\tan\\delta_\\text{s} = \\tan 2\\varphi/3$, generate the following graphs:\n",
- "\n",
- "- Limiting stress value as a function of the radius for different friction angles.\n",
- "- Determine the depth at which 99\\,\\% of the limiting stress value are achieved.\n",
- "- Plot the horizontal earth pressure curves $e_\\text{h}$"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Numerical integration\n",
- "\n",
- "We depart again from the ODE\n",
- "\n",
- "$$\n",
- " \\frac{\\text{d}\\sigma_{zz}}{\\text{d}z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
- "$$"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 11,
- "metadata": {},
- "outputs": [],
- "source": [
- "dsig_dz = lambda r, K0, mu, gamma, sig_zz: gamma - (2*K0*mu*sig_zz) / r"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "As a first naive approach for the integration of this equation, we divide the subsurface up to the depth of interest into small slices $\\Delta z$. While $\\text{d}z$ and $\\text{d}\\sigma_{zz}$ are infinitesimal, $\\Delta z$ is a finite step producing a finite stress increment $\\Delta \\sigma_{zz}$. Thus, we replace the differential / infinitesimal difference quotient by a finite difference quotient:\n",
- "\n",
- "$$\n",
- " \\frac{\\Delta\\sigma_{zz}}{\\Delta z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
- "$$\n",
- "\n",
- "We could now come up with the following update procedure, departing from a starting value $\\sigma_0$:\n",
- "\n",
- "\\begin{alignat}{3}\n",
- " &&z_0&:\\ \\sigma_0\n",
- " \\\\\n",
- " &&z_1 = z_0 + \\Delta z &:\\ \\sigma_1 = \\sigma_0 + \\Delta \\sigma = \\sigma_0 + \\left( \\gamma - \\frac{2 K_0 \\sigma_0 \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
- " \\\\\n",
- " &&z_2 = z_1 + \\Delta z &:\\ \\sigma_2 = \\sigma_1 + \\Delta \\sigma = \\sigma_1 + \\left( \\gamma - \\frac{2 K_0 \\sigma_1 \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
- " \\\\\n",
- " &&\\dots\n",
- " \\\\\n",
- " \\\\\n",
- " &&z_{n+1} = z_n + \\Delta z &:\\ \\sigma_{n+1} = \\sigma_n + \\Delta \\sigma = \\sigma_n + \\left( \\gamma - \\frac{2 K_0 \\sigma_n \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
- "\\end{alignat}"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "As we will see later, this is equivalent to an explicit forward Euler integration scheme. Later, we will also study the effect of the step size. Here, we code the problem naively. Let's go to 20 m depth in steps of one meter:"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 12,
- "metadata": {},
- "outputs": [
+ },
{
- "data": {
- "text/plain": [
- "array([ 0., 1., 2., 3., 4., 5., 6., 7., 8., 9., 10., 11., 12.,\n",
- " 13., 14., 15., 16., 17., 18., 19., 20.])"
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ }
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def smoother_quadratic_maxima_function(x, y, x_max, y_max, z_max):\n",
+ " Z = np.zeros_like(x)\n",
+ " for i in range(len(x_max)):\n",
+ " Z += z_max[i] * np.exp(-0.5*((x - x_max[i])**2 + (y - y_max[i])**2)) \n",
+ " return Z\n",
+ "\n",
+ "\n",
+ "x_max = np.random.uniform(-5, 5, 6)\n",
+ "y_max = np.random.uniform(-5, 5, 6)\n",
+ "z_max = np.random.uniform(2, 10, 6)\n",
+ "\n",
+ "x = np.linspace(-6, 6, 400)\n",
+ "y = np.linspace(-6, 6, 400)\n",
+ "X, Y = np.meshgrid(x, y)\n",
+ "\n",
+ "Z = smoother_quadratic_maxima_function(X, Y, x_max, y_max, z_max)\n",
+ "\n",
+ "blue_point_x = np.random.uniform(-6, 6)\n",
+ "blue_point_y = np.random.uniform(-6, 6)\n",
+ "\n",
+ "\n",
+ "plt.figure(figsize=(6,6))\n",
+ "contour = plt.contour(X, Y, Z, 20, cmap='viridis') \n",
+ "plt.colorbar(contour)\n",
+ "plt.scatter(blue_point_x, blue_point_y, color='blue', label=r\"The person\")\n",
+ "plt.grid(True)\n",
+ "plt.xlabel(r\"N-S\")\n",
+ "plt.ylabel(r\"W-E\")\n",
+ "plt.legend()\n",
+ "plt.show()"
]
- },
- "execution_count": 12,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "z_steps = np.linspace(0,20,21)\n",
- "z_steps"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 13,
- "metadata": {},
- "outputs": [],
- "source": [
- "def integrate_stress(z_steps,r,K0=1-np.sin(np.deg2rad(30)),tds = np.tan(2/3*np.deg2rad(30)), gamma = 18):\n",
- " sig_steps = np.copy(z_steps)*0\n",
- " for i in range(len(sig_steps)-1):\n",
- " sig_steps[i+1] = sig_steps[i] + dsig_dz(r,K0,tds,gamma,sig_steps[i])*(z_steps[i+1]-z_steps[i])\n",
- " return sig_steps"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 14,
- "metadata": {},
- "outputs": [
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## From algebraic and differential equations\n",
+ "\n",
+ "Consider a pore pressure profile given algebraically by:\n",
+ "\n",
+ "$$\n",
+ " p(x) = p_0 + (p_1 - p_0) \\left( \\frac{x}{L} \\right)^2 \\quad x \\in [0, L]\n",
+ "$$"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "p = lambda p0, p1, xi: p0 + (p1 - p0) * xi**2"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "xi = np.linspace(0,1,100)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "ax.plot(xi,p(1,2,xi))\n",
+ "ax.set_xlabel(r'$x$ / $L$')\n",
+ "ax.set_ylabel(r'$p$ / MPa');"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Usually, however, we understand how systems change due to acting forces, fluxes, etc. Looking at changes rather than absolute expressions one arrives at differential equations. Here, for illustration, we follow the opposite logic and derive our algebraic pressure profile:\n",
+ "\n",
+ "$$\n",
+ " p'=\\frac{\\mathrm{d}p}{\\mathrm{d}x} = 2 (p_1 - p_0) \\left( \\frac{x}{L} \\right)\n",
+ "$$\n",
+ "\n",
+ "We notice that this equation describes pressure *changes*. The constant offset $p_0$ is lost upon differentiation. This information, the point of departure of an ODE, needs to be added in the form of an initial or boundary condition. This is equivalent to a treasure map with instructions of the type \"100 paces north, 70 paces west, ...\" -- to find the treasure, you need to know the point of departure. Let's illustrate this:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "jupyter": {
+ "source_hidden": true
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "dp_dx = lambda p0, p1, xi: 2 * (p1 - p0) * xi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "\n",
+ "for p0 in [1,2,3]:\n",
+ " ax.plot(xi,p(p0,p0+2,xi),label=r'$p_{%i}(x) = %i + 2 (x/L)^2$' %(p0,p0))\n",
+ " ax.plot(0,p0,marker='o',color='red')\n",
+ " x = 0\n",
+ " dx = 0.1\n",
+ " while x+dx < 1:\n",
+ " ax.plot([x,x+dx],[p(p0,p0+2,x),p(p0,p0+2,x)],color='black',lw=1)\n",
+ " ax.plot([x+dx,x+dx],[p(p0,p0+2,x),p(p0,p0+2,x+dx)],color='black',lw=1)\n",
+ " ax.text(x+dx/4,p(p0,p0+2,x)-0.2,r'$\\mathrm{d}x$')\n",
+ " ax.plot([x+dx,0.2*p0],[p(p0,p0+2,x+dx/2),5],color='black',lw=0.5)\n",
+ " x = x + dx\n",
+ " ax.text(0.2*p0-0.05,5,r\"$\\mathrm{d}p = p'_{%i} \\mathrm{d}x$\" %(p0))\n",
+ "ax.set_xlabel(r'$x$ / $L$')\n",
+ "ax.set_ylabel(r'$p$ / MPa')\n",
+ "ax.legend()\n",
+ "fig.tight_layout();"
+ ]
+ },
{
- "data": {
- "image/png": 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",
- "text/plain": [
- ""
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## A more meaningful example: earth pressure with silo effects"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "We assume a cylindrical setting and the full mobilisation of wall friction.\n",
+ "\n",
+ "Collecting all acting forces and demanding vertical equilibrium of forces:\n",
+ "\n",
+ "$$\n",
+ " \\downarrow: \\quad \\sigma_{zz} \\pi r^2 - \\left( \\sigma_{zz} + \\frac{\\partial \\sigma_{zz}}{\\partial z}\\text{d}z \\right) \\pi r^2 + \\gamma \\pi r^2 \\text{d}z - K_0 \\sigma_{zz} \\tan \\delta_\\text{s} 2\\pi r \\text{d}z= 0\n",
+ "$$"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Rearranging ... \n",
+ "\n",
+ "$$\n",
+ " 0 = \\left( -\\frac{\\partial \\sigma_{zz}}{\\partial z} r + \\gamma r - 2 K_0 \\sigma_{zz} \\tan\\delta_\\text{s} \\right) \\pi r \\text{d} z\n",
+ "$$\n",
+ "\n",
+ "... meaningful solution once term in brackets vanishes. Rearranging a bit again ...."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "$$\n",
+ " \\frac{\\text{d}\\sigma_{zz}}{\\text{d}z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
+ "$$\n",
+ "\n",
+ "This is a non-homogeneous, ordinary differential equation of first order with (so far) constant coefficients.\n",
+ "\n",
+ "**Tasks:**\n",
+ "\n",
+ "- Check the plausibility in terms of $\\gamma$, $K_0$, $\\tan \\delta_\\text{s}$ and $r$.\n",
+ "- What is expected to happen with the stress increase at a certain depth?"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Analytical solution\n",
+ "\n",
+ "Integration can proceed by separation of variables. We assume that the top surface is unloaded, i.e. $\\sigma_{zz}(z=0) = 0$.\n",
+ "\n",
+ "\\begin{align}\n",
+ " &\\int \\limits_{0}^{\\sigma_{zz}} \\frac{\\text{d}\\bar{\\sigma}_{zz}}{\\displaystyle \\gamma - \\frac{2 K_0 \\bar{\\sigma}_{zz} \\tan \\delta_\\text{s}}{r}} = \\int \\limits_{0}^{z}\\text{d}\\bar{z}\n",
+ " \\\n",
+ " & \\left. -\\frac{r}{2 K_0 \\tan\\delta_\\text{s}} \\ln \\left( \\gamma - \\frac{2 K_0 \\bar{\\sigma}_{zz} \\tan \\delta_\\text{s}}{r} \\right) \\right|_0^{\\sigma_{zz}} = z\n",
+ " \\\n",
+ " & \\ln \\left(\\frac{\\gamma r - 2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{\\gamma r} \\right) = -2 K_0 \\tan\\delta_\\text{s} \\frac{z}{r}\n",
+ "\\end{align}"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Rearranging for $\\sigma_{zz}$ yields the sought vertical stress distribution:\n",
+ "\n",
+ "$$\n",
+ " \\sigma_{zz} = \\frac{\\gamma r}{2K_0\\tan\\delta_\\text{s}} \\left[ 1 - \\exp \\left(- 2 K_0 \\tan\\delta_\\text{s} \\frac{z}{r} \\right) \\right]\n",
+ "$$\n",
+ "\n",
+ "*Note*: Instead of introducing $r$, one could retain the ratio $u/A$ to approximate non-circular geometries (e.g. rectangular cross sections or forces between walls).\n",
+ "\n",
+ "Let's check plausibility by plotting."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "sigma = lambda r, K0, mu, gamma, z: gamma*r/(2*K0*mu) * ( 1 - np.exp(-2*K0*mu*z/r))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "z = np.linspace(0,20,100)\n",
+ "phi = np.deg2rad(30) #angle of internal friction\n",
+ "tan_ds = np.tan(2/3 * phi) #rough wall\n",
+ "K0 = 1 - np.sin(phi)\n",
+ "gamma = 18. #kN/m³"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "for r in [0.5,1,3,10]:\n",
+ " ax.plot(sigma(r,K0,tan_ds,gamma,z),z,label=r'$r = %.1f$ m' %r)\n",
+ "ax.plot(gamma*z,z,ls='--',color='black',label=r'$\\gamma z$ (no silo effect)')\n",
+ "ax.set_xlabel(r'$\\sigma_{zz}$ / kPa')\n",
+ "ax.invert_yaxis()\n",
+ "ax.set_ylabel(r'$z$ / m')\n",
+ "ax.legend();"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The limiting stress value can be read off the differential equation as well as the integration result as\n",
+ "\n",
+ "$$\n",
+ " \\sigma_{zz}^\\text{lim} = \\frac{\\gamma r}{2K_0\\tan\\delta_\\text{s}}\n",
+ "$$\n",
+ "\n",
+ "\n",
+ "**Tasks:**\n",
+ "\n",
+ "Assuming again $K_0 = 1 - \\sin \\varphi$ and $\\tan\\delta_\\text{s} = \\tan 2\\varphi/3$, generate the following graphs:\n",
+ "\n",
+ "- Limiting stress value as a function of the radius for different friction angles.\n",
+ "- Determine the depth at which 99\\,\\% of the limiting stress value are achieved.\n",
+ "- Plot the horizontal earth pressure curves $e_\\text{h}$"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Numerical integration\n",
+ "\n",
+ "We depart again from the ODE\n",
+ "\n",
+ "$$\n",
+ " \\frac{\\text{d}\\sigma_{zz}}{\\text{d}z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
+ "$$"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dsig_dz = lambda r, K0, mu, gamma, sig_zz: gamma - (2*K0*mu*sig_zz) / r"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As a first naive approach for the integration of this equation, we divide the subsurface up to the depth of interest into small slices $\\Delta z$. While $\\text{d}z$ and $\\text{d}\\sigma_{zz}$ are infinitesimal, $\\Delta z$ is a finite step producing a finite stress increment $\\Delta \\sigma_{zz}$. Thus, we replace the differential / infinitesimal difference quotient by a finite difference quotient:\n",
+ "\n",
+ "$$\n",
+ " \\frac{\\Delta\\sigma_{zz}}{\\Delta z} = \\gamma - \\frac{2 K_0 \\sigma_{zz} \\tan \\delta_\\text{s}}{r}\n",
+ "$$\n",
+ "\n",
+ "We could now come up with the following update procedure, departing from a starting value $\\sigma_0$:\n",
+ "\n",
+ "\\begin{alignat}{3}\n",
+ " &&z_0&:\\ \\sigma_0\n",
+ " \\\n",
+ " &&z_1 = z_0 + \\Delta z &:\\ \\sigma_1 = \\sigma_0 + \\Delta \\sigma = \\sigma_0 + \\left( \\gamma - \\frac{2 K_0 \\sigma_0 \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
+ " \\\n",
+ " &&z_2 = z_1 + \\Delta z &:\\ \\sigma_2 = \\sigma_1 + \\Delta \\sigma = \\sigma_1 + \\left( \\gamma - \\frac{2 K_0 \\sigma_1 \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
+ " \\\n",
+ " &&\\dots\n",
+ " \\\n",
+ " \\\n",
+ " &&z_{n+1} = z_n + \\Delta z &:\\ \\sigma_{n+1} = \\sigma_n + \\Delta \\sigma = \\sigma_n + \\left( \\gamma - \\frac{2 K_0 \\sigma_n \\tan \\delta_\\text{s}}{r} \\right) \\Delta z\n",
+ "\\end{alignat}"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "As we will see later, this is equivalent to an explicit forward Euler integration scheme. Later, we will also study the effect of the step size. Here, we code the problem naively. Let's go to 20 m depth in steps of one meter:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([ 0. , 2.22222222, 4.44444444, 6.66666667, 8.88888889,\n",
+ " 11.11111111, 13.33333333, 15.55555556, 17.77777778, 20. ])"
+ ]
+ },
+ "execution_count": 28,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "z_steps = np.linspace(0,20,10)\n",
+ "z_steps"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def integrate_stress(z_steps,r,K0=1-np.sin(np.deg2rad(30)),tds = np.tan(2/3*np.deg2rad(30)), gamma = 18):\n",
+ " sig_steps = np.copy(z_steps)*0\n",
+ " for i in range(len(sig_steps)-1):\n",
+ " sig_steps[i+1] = sig_steps[i] + dsig_dz(r,K0,tds,gamma,sig_steps[i])*(z_steps[i+1]-z_steps[i])\n",
+ " return sig_steps"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 30,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "0.5 0.3639702342662023 18.0\n",
+ "25.05076385264633\n",
+ "49.45457667949981\n",
+ "139.5870210369407\n",
+ "263.04811150365936\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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q1mXV4sXGDlkIIYQQwmAkmRYZquHiwJg2lQFYEPcem8w60z8ijMoNgin2jiMVLC0AiIyPZ/Do0fR++21ZNlUIIYQQhYIk0yJThrWoQF33YoCKSS/fx8fxXVpFRjLhNTVNJ3rwv5IOunM37NlD7QoVuCTdPoQQQghRwEkyLTLF1ETFwvc9sbEwBVR8+LAbzyu9T5XYWBaYPcVlShmGezpjo9K8pW4HBtKgbl1+XLIEmTBGCCGEEAWVJNMi09wdbRnfrgoACiYMfN6bhGpdcExIYEnIY4p+ZMeAbuWoYmkJQHR8PB+NGkW/rl0loRZCCCFEgSTJtMiSvo3dqVrGDoB/H71kk+sU8GiGBTAr8DE137Sm1rhydHUsqrumzKlTqH//I/UChRBCCCHyMUmmRZaYmZows3MN3fOvD/oR0mkNlKqOChj6JID+HnaEeXkwsZoz/7Ozp7+dPY+nTOHxtOkkREcbLXYhhBBCCH2TZFpkWYNyxXm3tgsALyJiWXryKfTeCg5uAHR4eJNvipXl7OTytPmfCyqVSnPuli349+rNph9/RK1WGy1+IYQQQgh9kWRaZMukt6piaaZ5+6zz8eeJUhx6/waWmlk9at0+wlrHhhzuUYnv3zEh2kxz3ZFTp/jwo4+oU706586dM1b4QgghhBB6Icm0yJbS9lb0a+IBQHRcAksP34GSVeD9NaAyBcD11Ep+du1MZNuGTO1ryiMHhVlPA1GAew8f0qRRIxYvXiyDE4UQQgiRb0kyLbJtWIsK2FpoEudfzwRwPzgCKrSGDnN15zjs+YzlVQZSvdH/mDLAjJFN3HjdygqAmLg4Ro8eTbcuXXjx4oUxbkEIIYQQIkckmRbZVtzWgkFNywEQG6/ww5G7mgMNhkC9gZrt+Bgstg5kbq0x9GwwFO9+VnT+sBz9ihXXlfPH9u3UqlGD06dPG/oWhBBC5CHnzp1j7ty5dO3aFVdXV1QqlW7cTXZFRkYyffp0KleujJWVFc7OzgwcOJCHDx/qKWpR2EkyLXJkULPyFLHUdIj+/fwDnr+MBpUK3voGPJppTnoZiOq3QYzyHM70Jl7saGlB3MgyLPBwwcFE8xb0f/iQN5o0YeHChdLtQwghCqkvv/ySyZMn88cff+gl2Y2KiqJ169Z8+eWXvHz5ks6dO+Pm5oa3tze1a9fm3r17eohaFHaSTIsccbA2p0d9zSwe0XEJbDgVoDlgag7dvcHOWfPc/wT8NYPulbuzuPVibla2YeeYonxbrxy1rawBiIuPZ9y4cYwfN84YtyKEEMLIGjduzLRp09i+fTuPHz/GMnERsOyaNWsWPj4+NG7cmFu3brFp0yZOnTrFggULCAoKYuDAgXqKXBRmKkWaAQ0qNDQUBwcH1Go19vb2xg5HLx6ERND8m8MkKFCiiAXHP2uNlbmmLzX3T4P3W5AQp3n+/jqo1olLQZcY8dcIwl+GMGh3PBePPuWn4GCsVSp2duxE89WrMHN0NN5NCSEKnKioKHx9fSlXrhxWiWM3RN5mZWVFdHR0tn6xjImJoVSpUqjVas6fP0/t2rWTHff09OTSpUucPXuWunXr6itkkcflxueAtEyLHHMtZsNbrzsB8OxlDDv+ffTqoFsDaP/Vq+d/joBgX2qWrMm6t9ZRqpgryzuZYt+rDD+4uTLbyQmnmzfx7dadyEuXDHwnQghROPn5+aFSqWjRogXBwcGMHTsWDw8PzMzMGD16tLHDy5YTJ06gVqupUKFCikQaoHv37gDs2LHD0KGJAkaSaaEXA98op9vedOZ+8oMNhkKNbprt6FD4fQjEx+Hh4MH6t9fzmmM19tc14eBHDjR00sxTHffkCf69evNk40ZGjx5NUFCQoW5FCCEKnYsXLwJga2tLzZo12bhxIw0aNKBt27bUr1/fuMFl07///gtAnTp1Uj2u3X8pEw03Pj4+usGQKpUKLy8vDh48SIMGDbCxsaF8+fLMmzcPgLi4OCZPnoyzszPW1ta0bNmSK1eu6OmuRF4kybTQizpli1KltB0AZ/1DuPP05auDKhV0/A6KeWiePzgDR78GoIR1CVa3X02DMg245api4gATbrhpRm4rsbGMGT6CxYsXU6tWLY4ePWrIWxJCiEJDm3ju2bOHt99+Gz8/PzZv3syePXvo3bt3ivNbtmyZLLnMzGPNmjUGvaeAAM0YHldX11SPa/f7+/tnWFajRo1QFAVvb29A0+r9888/s2XLFvz9/WnWrBkTJ07k22+/5bPPPqNJkybcvHmTHTt2cOHCBd566y2ioqL0dGcirzEzdgCiYFCpVLxXz5VZu64DsOXcfSa/9dqrEyztoNsqWNUOlHj4ez6Ubwkeb1DEogg/tPmBSccmcTDgIDM+NKHfXwoNTsVw8GUYAI8ePaJ169Z4eXnx+eefY2pqaoS7FEIUaCtawMunxo4i84qUgo/008igbZlu0qQJy5cvx8Qk/ba2Dh064OHhkaU6KlasmM3osuflS02jjo2NTarHbW1tAQgLC8ty2ZcuXWL37t2Ym5sDMH/+fNatW8fMmTPx8vKiY8eOALRp04ZevXqxbNkyDhw4oNsvChZJpoXevFvbha/33iA2XuG3cw8Z364K5qZJPpBd60Grz+HQl6AkwO9D4eMTYF0US1NL5reYz5c+X/Lb7d9Y3U7F3TIWbN1VgUn3H3AqIoKEhASmT5/O0aNH2bBhA6VLlzbezQohCp6XTyHsUcbnFUDaZHrevHkZJtIAkyZNyuWI8rb27dvrEmmAkiVLUqxYMYKDg3nnnXeSnVu1alUAbt68Kcl0ASXJtNAbxyKWtHmtNHuuPOHZy2h87j2nWaWSyU9q+incPQz+xyH0AeybAl2WAmBqYsoXjb+gmFUxfrr8E0drmhBQ0pzF26uy/lYAS58/IwH466+/8PT0ZMOGDbz55puGv1EhRMFUpJSxI8gaPcWrVqvx8/OjTJkyNG7cWC9l5gVFihQBICIiItXj4eHhANjZ2WW5bCcnpxT77OzsCA4OTnFMO3OXtj5R8EgyLfSqk6cze648AWDXpccpk2kTU3h3OfzQGGLC4OJ6qNYZKrcDNN1FRtcZTVHLosw/Ox9fJxVj+kTz1f5q1D3ny4RHjwmKjyMwMJC2bdsybdo0pk+fLt0+hBA5p6cuE/mNtr908+bNM73a4Ny5c7lx40aW6hk8eDBNmzbNcnzZVbZsWQAePHiQ6nHtfnd39yyXbW1tneVjMhNxwSXJtNCrllVKYW1uSmRsPPuuPuHLLjWSd/UAKOoG7WfDjlGa5ztGwXAfsC6qO6Vf9X7YWdjhddKLMBsY3ek5U1xq8PteSyY9fsyJiHAURWHmzJmULVuWQYMGGe4mhRCiANF28Uht+ri07N27N8uDwlu2bGnQZNrT0xOA8+fPp3pcu79mzZoGi0kUTDKbh9ArawtTWlfV/PQYEhGLz73nqZ9Ypy9USOyiEfYY9n2e4pSulbryTYtvMFOZkWCi4sv69zkz6HV+rFiRMSVKYgo0sHfg/ddfz6W7EUKIgk/bMp2VZPrIkSMoipKlR//+/XPpDlL3xhtv4ODgwN27d3VfGJLaunUrgPRjFjkmybTQu7dff9VfbN/VJ6mfpFJBp8VgmbgK5MUNcC9lK0cHjw581/o7LE01S8qudr7Nz6Oq8vHrNVjjVpZvSpbgwcBBhPz6q+4a+SlNCCEyLzst03lJ3759qVq1Kn/88Uey/RYWFowcORKAESNGJOuzvHDhQi5dukSLFi1k9UORY5JMC71rUaUk5qaafndHbgalndw6uELbma+e7xoLcdEpTmvu2pzlbZZja66ZxmiX2VUWfFyaJq1aUMrMHOLieOI1g8fTv+Cf48d588030+wjJ4QQ4pW4uDiuXr2Ks7MzpUoZfwDmrl27aNSoke4RExMDkGzfrl27kl0TEBDAzZs3UavVKcqbOnUqDRs25OTJk1SqVIkePXrQqFEjxo0bR8mSJVm9erVB7ksUbJJMC70rYmlGg3LFAXgQEsndoHRGMNfpB24NNdvP78Dxb1M9rV6ZevzY9kfsLDSjrk9GXGFq1xhs+3yoO8f/l194r317Dh8+TK1atdhVp46mBbxDB73clxBCFDQ3btwgOjo6z7RKBwUFcerUKd1D2xiTdF9WVsS1srLi8OHDTJs2DRsbG7Zt24a/vz/9+/fn/PnzlC9fPlPlaJdbHzBgAAAzZsxApVLh5+eHl5cXKpVKt/iLSqXSdWlJ7ZojR45kOn6RP6gU+U3coEJDQ3FwcECtVuumyymIVh67x+zdmgVcpv7vNQY3S+cDK/AqLG+mWczF1BKG/wOOFVI99frz6ww9MJQX0S8AqFysMotjuhH25TfcCg3l4wf3eRQXpzt/PPAVYH7/PqSxCpYQonCIiorC19eXcuXKYWVlZexwhBBGkBufAwWyZfrQoUMMGjSIypUrY2VlhY2NDdWqVWPChAlZ+kYL0L9//3SXR/Xy8sqdm8jnWlV9NSXe0VsZvOalq0PjEZrt+GjYMzHNU19zfA3v9t44WjkCcCvkFiPNt+CweimveXjwm0c5WifOLQowH2gO+Neokd1bEUIIIYRIU4FLppcuXcqbb77J2bNnWb58OUFBQdy+fZv+/fvz3Xff8frrr3Pr1q0sleno6EiVKlVSfZQoUSKX7iR/q1CyCGXsNd/4zvqFEBufkP4FLSeBfWLL8Z2DcGt/mqdWLFaRNR3WUMpG07/vzos7DLv/DQ7rV+DUsCFLnJxZpFKhXZvKB6ilVvNnkkGKQgghhBD6UOCS6cjISCwsLNi5cyetW7fGzs4OFxcXJk6cyNixYwkMDGT06NFZKnPkyJHcuHEj1Yd2pLBITqVS0ai8pt90ZGw8lx6kHBiSjIUttEsyGHHfZIiLSfN0DwcP1rRfQxnbMgDcU99j8JlxWC/9mmK9etLT0ZETgLZzyQugy4cfMmbMGN2AFiGEEEKInCpwyXSZMmX48MMPcXNzS3GsU6dOABw8eJD4+HhDh1boNCzvqNtOc77ppKp3hbKJS9k+vwNnVqZ7upu9G97tvXG2dQbAV+3LoEMfYTJ+GOZfzsLTzIzzQNckK3otX748y79MCCGEEEKkpcAl071792bNmjWpHnNwcAA0raYy7jL3NUqSTJ/yDc74ApUKOswBEpPfI19DRPrXudq5srrDalyKuADgF+rHoP2DiO37LgmNGmFlbsFCZxemlyqNhUrFV0OGUEP6TwshhBBCTwpcMp2eGzduANC0aVPMzDK/kvrFixfp1KkTzs7OWFpa4uLiwgcffMDZs2dzK9QCwcPRhhJFNIutXAwIISEhE19gnGtDrV6a7Wg1/L0gw0tcirjg3d4b1yKaPtf+of4M2jeIsH2/YxLgT0KjRnxQrBjbPcrRYf8BgpZ8j5Kg6cMdGxtLVFRU9m5QCCGEEIVeoUqmf/75Z1QqFdOnT8/SdX///TedO3fm8uXLqNVq1q9fz5UrV2jcuDFr165N99ro6GhCQ0OTPQoLlUpFLbeiAIRGxeH7PJ35ppNqPQXMEqerOb0SXtzP8BKnIk54d/BO0UKtdjDDff067Dt2pKyFBSqVimdLl/Jw9GgSwsOZMmUKjRs35vbt29m5RSGEEEIUcoUmmd67dy/bt29n7NixtGzZMtPXffrpp5w+fZpBgwbh6OiIlZUVrVq14s8//wRg6NCh+Pr6pnn9nDlzcHBw0D1S68tdkNUuW1S3fTHgReYusneGhh9ptuOj4cjcTF1WxrYMq9u/6vLhq/Zl8L7BhCjhOH/zNaUmjNd0JQHCDhzEu/WbzJs3j4sXL1KnTh1++eWXzN6WEEIIIQRQSJLp27dv069fP7p168bXX3+dpWs9PT2pUCHlAiIVKlSgQ4cOxMTEsGHDhjSvnzx5Mmq1Wve4fz/jVtaCRNsyDfDvgxeZv7Dpp2DlkHjhRnh6I1OXORdxZlX7VTjZOgFwV32XIQeGoI5W4zhoEG7Ll2GSOA91iaeBlE+csP3ly5f07NmToUOHEhkZmfk4hRBCCFGoFfhk2t/fn7Zt29K0aVM2btyIqamp3squWLEiANevX0/zHEtLS+zt7ZM9CpOarg667Qynx0vKuhg0HavZVhLgaOa/BLkUcWFV+1W6afNuh9xm6IGhhMaEUqRFCzw2b8LCw4PKllZscitLZ4eiumtXrlxJw4YNdf3rhRBCCCHSU6CT6Tt37tC8eXOaNWvG5s2bsbCw0Gv5CYmD2FRJpl4TydlZmVO2uA0AN5+EEZ+ZQYhaDYaCbeJKilf/yHTrNICbnRur262mpLXm+uvB1/n44MeEx4ZjWb48Hps3Ydu0KbYmJswpU4bZZcpgba5Z5uXy5cvUrVuXn3/+OfOxCiGEEKJQKrDJ9LVr12jevDnt2rVj7dq1yVqk58+fn6nuFidPnqRMmTKEhISkelw7aK1q1ar6CbqAes3JDtAs3uKf2UGIABY20GRU4hMFjn2TpXrd7N34qd1PFLfSLB5zKegSI/4aQWRcJKb29ritWE7x/v0BeNehKJtcXKlctCgAERER9OvXjwEDBhAREZGleoUQQghReBTIZPrff/+lZcuWdOvWjR9//BETk+S3OWHCBO7evat7fvjwYRo0aMCSJUuSnRcTE0NgYCD79u1LUcetW7fYv38/5ubm9OrVK3dupIB4zelV15brj8OydnH9QWCTuGT7ld8h6GaWLi9ftDw/tv0RewtNDOcCzzH60Ghi4mNQmZpSetJnOH31FSpzcypaWvJLyVK85+ysu/7q1atZmkZRCCGEEIVLgUumz549S6tWrQgPDycoKIgPP/yQDz74INnjvxYsWMCZM2f4/PPPk+3Xdt8YMWIEa9asITAwkKioKA4fPkyXLl0AWLZsGeXKlcv1+8rPkibTN55kcWpAC1t4I0nr9PFvs1x/leJV+LHtjxQx1ww8/OfxP0w8NpG4hDgAinZ9l7Jr12JaogTWJibMsLNnnocHLiVLsmnTJr13DxJCCCFEwVHgkun169cTEhJCREQEmzZtSvXxXz169MDOzo6BAwcm29+8eXOOHTvGhx9+yLx58yhXrhz29vb069eP2rVr4+Pjw6BBgwx1a/lW5dJ2uu07T19mvYB6g8CqqGb78mZQP8hyEdVLVGdZm2VYm1kD8FfAX0w/MZ0ERdPv3aZObcpt2YxltdcA+J+lFbuKFcf+0OFkq2Xeu3ePsLAstq4LIYTIlIULF9K1a1cqVaqEg4MDlpaWuLu707dvXy5fvpytMiMjI5k+fTqVK1fGysoKZ2dnBg4cyMOHD/UcvSisVIqsq21QoaGhODg4oFarC83MHnHxCVSbvo+Y+AQqlSrCgbEtsl7IoVlwbJ5mu/FIaD87W7GcfHSSkX+NJDYhFoAPqnzA5w0/1/0KkRARwaNJkwnbv193jcO771JmhhcRMTHUr1+fhIQENm/ejKenZ7ZiEEIYR1RUFL6+vpQrVw6rxGkxRd5SokQJwsPDqVmzJi4umjUDrl69yq1btzA3N+f333/nnXfeyXR5UVFRtGrVCh8fH5ycnGjWrBl+fn6cPn2akiVL4uPjQ/ny5XPrdkQelBufAwWuZVrkPWamJniU0Mzo4fc8nLj4hKwX0uCjV6sinlsDkakPCs1IE+cmzGs+D1OVZkDqrzd/ZcmFV33lTWxscPl2ESWGD9ftU//xBwH9+jN25Ehu3LjBrVu3aNiwIcuXL0e+iwohhP78+eefhISEcOrUKX7//Xd+//13bt68ydKlS4mNjWXw4MHExcVlurxZs2bh4+ND48aNuXXrFps2beLUqVMsWLCAoKCgFL9IC5EdkkwLg6hYStNfOTZeISA4G7NjFCkJtRIHesa8hLPe2Y7lTfc3mfnGTN3zlZdXsvbqq2XhVSYmlBz1CS4LF6CytAQg8sIFety4Se1q1QHNMvEff/wxH3zwQaFaIl4IIXLTG2+8kWpr4fDhw6lQoQKBgYFcu3YtU2XFxMTw/fffA7B06VKKJC7YBTB27Fhq1qzJ0aNHOXfunH6CF4WWJNPCIMqVsNVt+z/P5lRzjUcAiXN6n1kF8ZlvnfivThU68XnDVwNO55+dz/a725OdY//227ivX49ZqVIAOL94wVpzc4YmDj4F2Lx5M3Xq1OH8+fPZjkUIIYzNz88PlUpFixYtCA4OZuzYsXh4eGBmZsbo0aONHR4A5olrAWR2UPiJEydQq9VUqFCB2rVrpzjevXt3AHbs2KG/IEWhJMm0MAj34kmT6SzMNZ2UYwWo3F6zHfoAbu7KUUwfVv2Q4Z6vunNMPzGdI/ePJDvH+vUaeGzZglWNGgCYRUUx5sZN1nw8HAcHzeqOd+/epXHjxixZskS6fQgh8qWLFy8CYGtrS82aNdm4cSMNGjSgbdu21K9f37jBAevWrePmzZtUqlSJSpUqZeqaf//9F4A6deqkely7/9KlSxmW5ePjg0ql0j28vLw4ePAgDRo0wMbGhvLlyzNvnmZcT1xcHJMnT8bZ2Rlra2tatmzJlStXMhWzyJ9kAl1hEGUdbXTb/tnp5qHV8CO4tVezfWoFVOuco7iGeQ4jJDqEX278QrwSz/ij41nRdgV1S9fVnWNeuhTu637m0eefE7ZnLygKDQ4dYm/PXow6c5ozZ88SExPDqFGjOH78OL/++qusiilEPtRjZw+eRT4zdhiZVsK6BJveSTlDVXZoE889e/YwZMgQFi9enO7grJYtW3L06NEs1eHt7U3/xIWyMjJv3jyuXr1KeHg4169f5+rVqzg7O/PLL78kW4QtPQEBAQC4urqmely739/fP8OyGjVqhKIorFmzhgEDBnDixAnu3bvHli1bsLGxYfz48UycOBFzc3Pu379Py5Yt+fzzzzl16hTdunXjrbfe4vbt2zLwtYCSZFoYhHvSZDq73TwAyreCElXg2U3wPwFPLkOZ17NdnEqlYlKDSbyIesEevz1Ex0fzyV+fsPattVQq9qr1w8TaGpeFC3lWoSLPEvvgORw6xPratVjWoAHf/vADoGnpkERaiPzpWeQznkY8NXYYRqFtmW7SpAnLly9PsdjZf3Xo0AEPD48s1VGxYsVMn7tv3z7++usv3XN3d3d+/vln6tatm85Vyb18qZmK1cbGJtXjtraaX0yzM93ppUuX2L17t67ryfz581m3bh0zZ87Ey8uLjh07AtCmTRt69erFsmXLOHDggG6/KFgkmRYGUdrOCgtTE2LiE3gYEpn9glQqaDAEdo/XPD+3Bv63IEexmahMmN10NqExoZx4dIKw2DCGHRzGhrc3UMa2TJKqVZQcOQLL8uV4NPlzlOho4i9cZISbG81WrOC3o0eZMGFCjmIRQhhPCesSxg4hS/QZrzaZnjdvXoaJNMCkSZP0VndqDh48CMCLFy+4fPkyM2fOpEWLFsyaNYspU6bkat2Z0b59e10iDVCyZEmKFStGcHBwiqn7qlatCsDNmzclmS6gJJkWBmFiosK5qBV+zyN49CIHyTRAzffhwHSIjYBLm6HtTM1KiTlgbmrOwpYLGbhvIFefX+VpxFOGHRjG2rfW4mDpkOxc+7ffxtzNjfvDhxMf9IzY+/epvvIn2i1alOKP0NatW2ndujXFixfPUXxCiNynry4T+Y1arcbPz48yZcrQuHFjY4eTTNGiRWnWrBm7d++mcePGTJs2jXbt2mWqH7d29o6IiNR/DQ0P14zfsbOzS/V4epycnFLss7OzIzg4OMUx7ZoS2vpEwSPJtDAY56LW+D2PICw6DnVkLA7W5hlflBorB6jRFS6sh+hQuPoH1O6d4/hszG1Y+uZS+u7pS0BYAHfVdxl1aBQ/tvsRS1PLZOdav/465TZv5v7wEURfv05CWBj3P/qI0p9PpngvzRR+R48epUePHri4uPDrr7/SpEmTHMcohBD6pu0v3bx580x3U5s7dy43btzIUj2DBw+madOmWY4PNDN59OjRg3PnzrFjx45MJdNly5YF4MGD1FfN1e53d3fPcjzW1tZZPiYD1AsuSaaFwbgUffUB8+hFZPaTaYC6AzXJNGi6eughmQZwtHZkeZvl9N7Tm+CoYM4/Pc/kvydrFnoxST7oxdzJCY/163g48TNe/vUXxMcT+OUsYu75UmrSZ4wePZqEhATu379P8+bNmT17NhMmTMjUT6hCCGEo2i4eqU0fl5a9e/dmeQBiy5Yts51Mg2Z1RICgoKBMna9dpTatqUu1+2vWrJntmIQAmRpPGJBTkmT6sTqHXT1c6kDpxIGHD85A0K2clZeEm70bP7T5ARszzaCVA/4HWHAu9X7ZJra2uC5ZjOPgQbp9IRs28GDECLZv3kyzZs0AiI+PZ9KkSbzzzjuZ/kMghBCGoG2ZzkoyfeTIERRFydIjszN5pEWbvFeoUCFT57/xxhs4ODhw9+5d3ReGpLZu3Qog/ZhFjkkyLQymjP2rKYECQ6NzVphKBbV6vnr+78aclfcf1R2rs7DlQt2y4+uurWPD9Q2ph2JiQqnx43GaPRsSB6SEH/ubuHHj2fvzOqZMmaL76XTPnj3UqlWLY8eO6TVeIYTIruy0TOeGEydOsHfvXhISEpLtj42NZcmSJaxbtw5ra2t69OiR7Hjfvn2pWrUqf/zxR7L9FhYWjBw5EoARI0Yk67O8cOFCLl26RIsWLbI0Q4gQqZFkWhhMaftX/Y4DQ6NyXuDr70Fissu/myAhPudlJvGGyxtMazRN9/zr01/zV8BfaZ5ftFtXyq76CdPExVyib9/mQa9eTOnenX379lEqcSXFR48e0apVK2bNmkV8vH5jFkKIrIiLi9PN4az9jDKW27dv89Zbb1G6dGk6dOhAr169aN++Pe7u7owaNQoLCwvWrFmDm5tbsusCAgK4efMmarU6RZlTp06lYcOGnDx5kkqVKtGjRw8aNWrEuHHjKFmyJKtXrzbU7YkCTJJpYTCl9dkyDVCkJFRqq9kOewS+Weu/lxndKndjaM2hACgofHbsMy4Fpb1alm2DBnhs+hWLxAEt8c+f49+3Hw1jY7l48SKtWrUCICEhgWnTpjFq1Ci9xyyEEJl148YNoqOjjd4qDdCiRQs+//xzqlSpwqVLl9iyZQsnTpygePHifPLJJ1y+fJn3338/S2VaWVlx+PBhpk2bho2NDdu2bcPf35/+/ftz/vx5ypcvn6lytMutDxgwAIAZM2agUqnw8/PDy8sLlUqlW/xFpVLpurSkds2RI0eydA8i71MpMrzUoEJDQ3FwcECtVuumyyksnoZF0WC2pmX3zaqlWNVfD0vUXt0GW/pptj0/hHeX57zM/1AUhc+Pf87OezsBKG5VnI3/24hLEZc0r4l/8YIHo0YTcfq0bl/J0aMoOmQIX331FTNmzMDKyoozZ85QrVo1vccshEgpKioKX19fypUrJyvRCVFI5cbngLRMC4MpbmOBdtalZy/10DINULkDWCZ+KbmxC2L10H3kP1QqFTObzKR+GU3yHxwVzMi/RhIWk/aqWaZFi1L2p5U4dOuq2xf03WKeTpnK1EmTOHjwIKtXr5ZEWgghhMjnJJkWBmNmakJxGwsAnr2M0U+h5lZQNXG1qehQuHNAP+X+txpTcxa1XISHvQcAd17cYfzR8cQmxKZ5jcrCAqdZsyg5bqxun/rPP7k/cBDNatVKMYgmKiqKESNG8OjRo1y5ByGEEELonyTTwqBKFNEMQgx6Ga2/CexrdHu1feU3/ZSZCgdLB5a+uVS3IuLJRyeZc2pOuvehUqkoMWQILt9+i8pSc+8RZ8/i/8GHxPj5JTt3/Pjx/PDDD9SqVYv9+/fn2n0IIYQQQn8kmRYG5VhE0zIdE5dAWHScfgot3wKsE5frvrkXYnJvyday9mX5rtV3mJlo1jvacmsLG29kPC2ffYf2uK/7GdPERQdi/P3x6/EBEWfPAhASEsK2bdsAzYIEHTp0YMqUKcTF6ek1EkIIIUSukGRaGFRxWwvd9ovwtLtIZImpOVTrpNmOi4Q7aU9fpw91S9dlZpOZuuffnPmGEw9PZHiddc2alNv0K5aVKgEQr1YTMGAg6h07KVasGBcvXuStt94CNIMev/rqK1q1apXmUrhCCCGEMD5JpoVBJU2mgyP01G8a4LUkK1jd2Km/ctPQsUJHBr8+GIAEJYEJRydwT30vw+vMXVxw37gB2yZNAFBiY3k0YQJBP/yAo6MjO3fu5JtvvsHUVDN/9vHjx6lVqxa7d+/OvZsRQgghRLZJMi0MqqjNq2Q6RJ/JtEdzSOzLzM29EKfHstPwSe1PaO3WGoCw2DA++esT1NEpFw34L1M7O9xWLKfoe+/p9j1bvITHkz9HFRfHhAkT+PvvvylbtiwAz58/53//+x8TJ04kNlZPrflCCCGE0AtJpoVBFbcx122HhOsx4TWzgMrtNdvRavDL/eW6TVQmzGk2hyrFqgAQEBbAuCPjiEvIuJ+zytycMjNnUGr8ON0+9bZtBAwZSrxaTePGjblw4QKdOnXSHZ83bx4rV67U/40IIYQQItskmRYGlbRl+kWEnltZX3vn1fatffotOw025jYsab2E4laaAZCnnpxiwdkFmbpWpVLhOHhw8pk+Tp3Cr2cvYh48pHjx4mzbto1FixZhbm5Os2bNGDp0aK7dixBCCCGyTpJpYVAO1q9aptWRek6mK7QGk8Tyb+0FAy3u6VTEiUUtF+lm+Fh/fT3b7mzL9PX2HdrjvnYNpsWKARBz9y5+H3xA5OXLqFQqxowZw4kTJ9i4cSNmZmbJrpUFTIUQQgjjkmRaGJR9kmQ6NErPybSlHXg01Wy/CICgG/otPx11StdhSsMpuucz/5nJpaBLmb7eulYtPDb9ioWHBwDxz57h36cvYX9pZiapX78+rq6uya45c+YMzZo14969jAc+CiGEECJ3SDItDCpXW6ZBs7y41s09+i8/Hd0rd6dHFc2qhrEJsYw5PIagiKBMX29Rtiwev/6Cdb26AChRUTwY+QnBP69Lce6LFy/o0aMHJ06coHbt2vz2W+4tViOEEEKItEkyLQzK3vpVN4XQXEmm273azuX5plPzWYPPqFtakwwHRQYx9shYYuMzf5+mRYtSdvVq7N9J7P+tKAR+9RWBc+aiJCTozgsMDMTERPO/b2hoKN27d2fkyJFERUXp72aEEEIIkSFJpkXO7N8PNWrAgQOZOt3e6lXLdFhULqzuV7y85gFw3weiwzJ/bRbvJTXmJuYsbLmQMrZlALgYdJFvznyTpTJMjhzBec9uHNu/+mIQvHYtD0ePISExWa5SpQrnz5+nR48eunOWLl1KkyZNuH37drbjF0IIYzp37hxz586la9euuLq6olKpUKlUGV4XGRnJ9OnTqVy5MlZWVjg7OzNw4EAePnyYrTj0XZ4o2CSZFtkXHQ0ffQRXr2r+jY7O8BJLMxPMTDQfjC/1tZz4f1V4U/NvQhz4/p25a7JxL2kpblWcRS0XYWGimbnk15u/8uedP7MUh+raNUrt2EGZL6ZD4gIuYQcOENB/AHHBwQDY29vzy5o1rHB0xDLx8gsXLlC3bl1+/fXXbMcvhBDG8uWXXzJ58mT++OOPTCeuUVFRtG7dmi+//JKXL1/SuXNn3Nzc8Pb2pnbt2lkeV6Lv8kTBJ8m0yL7588HfX7Pt5wcLMp4STqVSYWel6eqRKy3ToJnVQ+tuJrt6ZONe0lOjRA2mNpqqez7zn5lcfX41y3EU8/XFbfkyTGxsAIi8eBG/Dz8kJvEc1YIFDA0O5jRQJbGIsLAwPvzwQz766CMiIyNzdB9CCGFIjRs3Ztq0aWzfvp3Hjx9jaWmZ4TWzZs3Cx8eHxo0bc+vWLTZt2sSpU6dYsGABQUFBDBw4MEsx6Ls8UfCpFJlby6BCQ0NxcHBArVZjb29v7HCyLz4eSpaEkJBX+4oXh6dPdS2paWn+zWECgiMoZmPOhent0j03W6LD4GsPTct08Qow6nz65+fgXjLy5T9fsvnWZgBciriw6Z1NOGhXasxCHFG3bnH/o2HEPX0KgGmxYrh9vwTrtm11578EPrawYH2MZjEcCwsLTp8+jaenZ47uQYiCIioqCl9fX8qVK4eVlZWxwxGZYGVlRXR0dJrTgMbExFCqVCnUajXnz5+ndu3ayY57enpy6dIlzp49S926dTOsT9/libwnNz4HpGVaZI+pKYwbB9q+bCqV5nkmkk8bC8054THxuRObpR241NNsB9+F0Efpn5+De8nIZw0+o2aJmgA8fPmQyX9PJkFJSP3kdOKweu01PDb9imWlSgDEh4TgP3AQ0Z07684volLx8/TprFq1Cmtra+bPny+JtBAiU/z8/FCpVLRo0YLg4GDGjh2Lh4cHZmZmjB492tjhpenEiROo1WoqVKiQIvEF6N69OwA7duwwSnmicJBkWmTf+PHg7q7Z9vDQJH6ZUMRS080jJi6B2Pg0EsucKtf81XZm+k1n814yYmFqwYKWCyhmqVmQ5e+Hf7PyUjpLgqcTh7mTE+4b1mPTsCEASnQ0vif/Id7RUXe+avx4Bg4cyLVr1xg5cmSyouPi4oiIiNDLfQkhCpaLFy8CYGtrS82aNdm4cSMNGjSgbdu21K9f37jBpePff/8FoE6dOqke1+6/dClz8/7rszwfHx/dAEqVSoWXlxcHDx6kQYMG2NjYUL58eebNmwdoPp8nT56Ms7Mz1tbWtGzZkitXrmQqZmF8kkyL7LO0hBUroHp1zb+Z6NsGYGP5anq8iOhcap1Olkwfy/j8bN5LZpSxLcPXzb9GhaYFeenFpZx8eDJbcZja21N25Y/Yd+wIgKJS8dDKmtjSpVGWLdOd7+HhkWIE/LRp06hfvz5Xr2ai77YQolDRJpF79uzh7bffxs/Pj82bN7Nnzx569+6d4vyWLVsmSxQz81izZo3e4w4ICABIsaiVlna/v3YsigHLa9SoEYqi4O3tDWhavX/++We2bNmCv78/zZo1Y+LEiXz77bd89tlnNGnShJs3b7Jjxw4uXLjAW2+9JdOd5hNmGZ8iRDratYMsfnsuYvmq+8TLmDgcbMzTOTubXOuDqSXER4NfJpJpyNa9ZFZj58aMrD2SJReWoKAw6e9JbOm4hdK2pbMch8rCAudvvsbc2ZnnK1YQbmvLHWyx37cfp1atMLGwSHHNvn37mDt3LqBZTXHp0qX0798/U1NOCVFY+HbrTtyzZ8YOI9PMSpSg3G9b9VKWtmW6SZMmLF++XDePfVo6dOiAR+KKrZlVsWLFbEaXtpcvXwJgkzhI+79sbW0BzcBsY5SX1KVLl9i9ezfm5pq/efPnz2fdunXMnDkTLy8vOiY2krRp04ZevXqxbNkyDhw4oNsv8i5JpoXBWZu/ettF5la/aXMrcGsAfn9rlhZXPwCH1FsaDGXw64P5N+hfjj04Rkh0CBOPTWRV+1WYmWT9f0OVSkWpT8dg7uTEk5kzISGB0N27iQsKwnXp95j+Z3Cru7s7r7/+OpcvXyYyMpKBAwdy6NAhli1bRpEiRfR1i0Lka3HPnhEXGGjsMIxCm0zPmzcvw0QaYNKkSbkcUcHTvn17XSINULJkSYoVK0ZwcDDvaBfqSlS1alUAbt68Kcl0PlAgu3loW9zSenh5eWWpvKioKGbOnEmVKlWwsrLCycmJPn364Ovrmzs3UMBpByBCLibTAGUbv9r2/yf36skkE5UJs9+YrVvQ5fzT8yy5sCRHZRb7oAeu33+PKnFEcsSZM/j36kXs48fJzqtatSqnTp3io48+0u1bv3499erVy3RfQiEKOrMSJTArXTr/PEqU0Mt9q9Vq/Pz8KFOmDI0bN874gjxE2xiQ1niQ8PBwAOzs7IxSXlJOTk4p9mnL+e8x7Wxf2vpE3lZgW6YdHR0pkcYHTVr7UxMZGUmbNm24dOkSq1ev5n//+x+3b9+mX79+1K5dm6NHj8qMCVmUNJmOiMmluaYB3JP8UQg4CTXfy726MqmoVVHmt5hP/z39iVPiWH1lNXVL16W5a/OML06DXetWuP+8lvsfDSM+JITo23fw++BD3H5cgVWVKrrzrK2tWb58OS1btmTo0KGEhYVx8+ZNGjRowHfffcfQoUOl24co1PTVZSK/0faXbt68eaY/A+bOncuNGzeyVM/gwYNp2rRpluNLT9myZQF48OBBqse1+921A7sNXF5S1tbWWT4msxfnDwU2mR45cmSWW6BT4+XlxcmTJ/n+++957z1NMubp6clvv/1GlSpV6NWrF//++y+mephGrbCwTppMx+Ziy7RrA1CZghKfJ1qmtTxLejKm7hjmn50PwOfHP2drx626FuvssK5ZE49ffyFgyFBiAwKICwzEv1dvXJcuxbZhg2TnfvDBB9StW5cePXpw4cIFoqOjGTZsGIcPH+ann36Sbh9CFDLaLh6pTQWXlr1793L06NEs1dOyZUu9J9Paxqzz51NfT0C7v2bNmkYpTxQOBbKbh75ERESwdOlSLCws6NevX7JjFSpUoE2bNly9epXdu3cbKcL8ydr8VTIdlZvdPCyLQJnXNdtB1yHyRe7VlUV9q/WllVsrANTRaj479hlxCTlrpbdwd8fjl41YJX7IJ7x8yf3BgwlN5f1ZqVIlTp48mWz6vDt37iTrzyeEKBy0LdNZSaaPHDmCoihZevTv31/vsb/xxhs4ODhw9+5d3ZeCpLZu1fzakNl+x/ouTxQOkkyn49ChQ4SHh+Pp6Zlqa532G/b27dsNHVq+ZpU0mY7LxWQaNIMQtR6ey926skClUvHlG18m6z+94tKKHJdr5uiI+xpvirRoAYASG8vDseMIXrs2xblWVlYsWbKErVu3UrZsWTZt2pSppXuFEAVLdlqm8woLCwtdo8CIESOS9TFeuHAhly5dokWLFilWK+zbty9Vq1bljz/+0Et5onArsMn0xYsX6dSpE87OzlhaWuLi4sIHH3zA2bNnM12G9tt6uXLlUj1evnz5ZOelJjo6mtDQ0GSPws7K/NXbLio2lxZt0XJNkkw/OJO7dWWRg6UD3zT/BlOV5svFin9XcPrx6RyXa2Jjg+vS73Ho3k23L3DOXAK//gYlIeXr3a1bN27fvk2FChWS7b979y4vXrzIcTxCiLwrLi6Oq1ev4uzsTKlSpYwdDrt27aJRo0a6R0xMDECyfbt27Up2zdSpU2nYsCEnT56kUqVK9OjRg0aNGjFu3DhKlizJ6tWrU9QTEBDAzZs3UavVKY5lpzxRuBXYZPrvv/+mc+fOXL58GbVazfr167ly5QqNGzdmbSqtdKl58uQJAMWLF0/1eLFixZKdl5o5c+bg4OCge7i5uWXxTgqepC3TuTqbB4BrvVfb93OeqOpb7VK1GVFrBIBu/umQqJAcl6syM8Ppyy8pMWKEbl+wtzePJkxESfzjlJTFf+amDg8Pp1OnTtSuXZvTp/Pe6yaE0I8bN24QHR2dZ1qlg4KCOHXqlO6hHYCXdF9QUFCya6ysrDh8+DDTpk3DxsaGbdu24e/vT//+/Tl//ryu4Suz9FWedon2AQMGADBjxgxUKhV+fn54eXmhUql0i7+oVCpdN5jUrjly5EiW7kEYlkopgENF//33X4oUKZJqS1vVqlUxMTHhxo0babY4aw0aNIjVq1czatQovvvuuxTHDx06xJtvvomjoyPP0pjoPzo6mujoaN3z0NBQ3NzcUKvVuqlvCpu9V54wbL2my8XEDlUY3lL/E/nrKArMqwgRz8C6GEz0hTw2Y0V8QjwfHfyIU49PAdDSrSWLWy3W28waIZs388RrBiS2Sts2aYzL4sWYpjPQcNSoUSxZopm2z9zcnK+//poxY8bIbB8iX4uKisLX15dy5cphlTidpBCicMmNz4EC2TLt6emZIpEGzaDBDh06EBMTw4YNGzIsR7sCUkwqLXmALklOa6UkAEtLS+zt7ZM9Cruk3Txi4nK5m4dKBS51NNuRIRDil7v1ZYOpiSlzms6hmKXml44j94+w+eZmvZVf7P33NXNRJ/aHDj/5D/59+6a70tu4ceNo1KgRALGxsYwdO5YuXboQHByst7iEEEKIgqBAJtPp0S5nev369QzPLVNGMzgsrQQiJETzc3xqE7GLtFmavermEZ3byTSAc51X249Sn+7I2EralGTmGzN1z+edncfdF3f1Vr5d61aU9fbG1MEBgOhr1/H7sCcxfn6pnu/u7s6xY8eYOHGibt/27dupVasW//yTd6YZFEIIIYyt0CXTCYk/dWfm5+patWoBpLnS4b179wCZbzKrLJO0TEfn9gBEeNUyDfDoQu7Xl00t3VryQZUPAIiOj2bisYlEx0dncFXm2dSpjfvGDZg5a778xd6/j1/PXkRevpLq+druHbt27cLR0RGA+/fv06xZM+bNm6f7f0kIIYQozApcMn3y5EnKlCmjazX+r9u3bwOv1r1PT6tWrbC1teXSpUupLul54sQJADp16pSDiAsfS7Mks3nk9tR48J+W6Yu5X18OjKs3jopFNb+e3Aq5xZLzOVtu/L8sK1TA45dfsKxUCYD44GD8+/Xj5fETaV7z9ttvc/HiRd1UkPHx8UycOJF3331XEmohhBCFXoFLpmNiYggMDGTfvn0pjt26dYv9+/djbm5Or169dPsPHz5MgwYNdAOutGxsbBg5ciTR0dEpZgC5d+8eBw8epHr16rz99tu5czMFVNJkOtf7TAMUKQl2iV1xnlzSDErMo6zMrPi6+deYm2gWT1l7ba1uYKK+mJcujfuG9djU08x0okREcH/YMNQ7dqZ5jaurK4cPH+bzzz/X/arTsGFDTEwK3EeIEEIIkSUF7i+h9g/9iBEjWLNmDYGBgURFRXH48GG6dOkCwLJly5LN5LFgwQLOnDnD559/nqK8L774gsaNGzNp0iR+++03IiMjuXTpEt26dcPGxoYNGzbIUuJZZJHk9TJIMg1QJrErTpQaXvgbps5sqlysMqPrjNY9n3J8CurolHOh5oSpvT1uq37Crm0bzY64OB5NmJDq4i5aZmZmzJ49m3379tGrVy8mTZqk15iEEEKI/KjAJdPNmzfn2LFjfPjhh8ybN49y5cphb29Pv379qF27Nj4+PgwaNCjZNT169MDOzo6BAwemKM/a2ppDhw4xbtw4Jk+eTLFixWjbti3Vq1fnwoULeHp6GurWCgwLQ7dMAzgl6df++JJh6syBPtX60LBMQwACIwKZ7TNb73WYWFri8u23FH3/fd2+wDlzeTp/PunNmNm2bVvWr1+folV6y5YtBAYG6j1OIYQQIi8rkPNM52WhoaE4ODgU6nmmg8NjqPPlAQBaVy3F6v71c7/Sa9thcx/NdvMJ0Hpq7teZQ0/Cn9B1e1fCYsIA+Kb5N7xV7i2916MoCs++X8qzpUt1+xy6dsVp5gxUZmaZKuP48eO0bNmSkiVLsnHjRlq1aqX3OIXIKZlnWggh80yLAsHc9NVMKrHxhurmUePVduA1w9SZQ2VsyzCt0TTd81k+s3ga8VTv9ahUKkp+MpIyX0zXLWij/v13HnwyioSoqAyvVxSFsWPHEh8fz5MnT2jTpg0zZswgPt4Ag0uFEEIII5NkWhicuakRunkU9QBzW812YOpTweVFb5V7iw4eHQAIjQnli5NfpNsFIyeKffghLosWoTLXDH58efgwAYMGE69Ov7+2SqVix44dtG3bFtBMP+nl5UXbtm15/PhxrsQqhBBC5BWSTAuDs0iSTBusZdrEBEq9ptl+4Q/RYYapVw+mNJxCCesSABx/eJzfbv+Wa3XZd2iP28ofMbHVfPGIPHcO/959iA1Mv0W8dOnS7N27l9mzZ+v6Uh8+fBhPT0/279+fa/EKIYQQxibJtDA4ExMVZiaa7gQxhkqmAUpXf7X9NOMVMPOKolZFmdFkhu75vDPzePjyYa7VZ9uoEWV/Xotp8eIARN++jX/PtFdL1DIxMeHzzz/nyJEjuLi4ABAUFESHDh2YOnUqcXFxuRazEEIIYSySTAujMEvsNx0Xb8Dxr6WqvdoOumG4evWguWtzulXqBkBEXARfnPiCBCX3vohYV6+Ox8YNmLu6AhD78CF+vXoTdS3j/ubNmjXj4sWLvPWWZrCkoijMnj2bYcOG5Vq8QgghhLFIMi2MwjyxK4DBunkAlEqy6uXT/JVMA4yvNx4nW83iM6eenGLLzS25Wp+FhwfuGzdgWbkyAPHPn+Pftx/hp09neG2JEiXYuXMn33zzDaamplhbWzNmzJhcjVcIIYQwBkmmhVHoWqYTDNgyXTJJMp3PWqYBilgUwauJl+75gnMLcrW7B4B5qVK4r/sZ6zqaJdkTXr7k/uAhhP31V4bXmpiYMGHCBP7++2+8vb2pUaNGhtcIIYQQ+Y0k08IotDN6xBpqNg+AIqXBykGznQ+TaYAmzk103T0i4yL54kTuze6hZergQNlVP1GkRQsAlJgYHnwyihe//Z6p6xs3bkyPHj2S7YuOjmbYsGEEBAToPV4hRP7z+PFjtm3bZuwwRD6ye/du/P3zxorGkkwLo9Al04ZsmVapoEQVzXboQ4h+abi69ei/3T1+v525pDYnTKytcf1+CQ6dO2l2JCTweMoUnnuvyVZ5n332GStWrKBWrVps375df4EKIfKd/fv3U6NGDYKCgowdSo507NgRJycnbt68qdu3Zs0aVCqV7nHkyBHjBZiGEydO0L59e0qXLo2VlRXlypWjb9++mT6eW7Zt24aXlxd+aQx+f/nyJa+//jqbNm3K9VgyIsm0MArTxNk84g2ZTAOUqPRq+/kdw9atJ0UsivBF4y90z+efnU9geO4v460yN8dpzhyK9e2j2/f06695unBRllrHQ0NDdQl0SEgInTt3ZuzYscTExOg9ZiFE3nb8+HE6derEpEmTGDJkiLHDyZF79+4RFBREcHCwbl///v1RFIV+/foZMbK03blzh3bt2hESEoKPjw9qtZrZs2ezbt26TB3PTdu2bWPGjBlpJtPvv/8+S5YsoWfPnvzxxx+5Hk96JJkWRvFqNg8DdvOA5Mn0s9uGrVuP3nB5g04VNK3EL2NfMstnVq539wBQmZhQevJkSoz6RLfv+Y8/8uQLL5RMrnhob2/P+fPn6dq1q27fokWLaNq0Kb6+vnqPWQiRN0VGRtK3b1/Kly/PuHHjjB1Ojp07d47Hjx/TuHFjY4eSafv27SMiIoI+ffpQrlw5LC0t6dmzJ9evX8/UcWPr168fzZo1Y/DgwUb9ZUOSaWEU2nmmDToAEcAxact0/k2mASbWn4ijlSMARx4cYa/fXoPUq1KpKDl8OKWnT9MtP/5i82YejhuPksnW5aJFi7J161a+//57LCwsADhz5gy1a9fm999zv9uKEOKVv//+GzMzM2rWrMm5c+dSPefZs2cUL16c0qVLo1aree+995J1X0jtcfz48XTr9fb2xtfXl/Hjx+sWe8rPrKysKFmypLHDyBJtAmpnZ5dsf9WqVTN1PC+YPHkywcHBfPvtt0aLIf+/e0W+ZJb4wWnQeaahQHTz0HKwdGBqo6m653NPz0Udnf7S3/pUvGdPnOfNAzMzAML27uX+8BEkRERk6nqVSsWIESP4559/qFChAgBqtZpu3brxySefEBUVlWuxCyFeSUhIoH79+ly+fDnNFuLPP/+ckJAQ5s6di4ODA6+99hr9+vVL8WjVqhUA5ubm1KxZM916f/75ZwDatm2b4piPj0+yxNzLy4uDBw/SuHFjbGxscHR0pF+/frx48SLVsnfv3k27du0oXrw4VlZWVK5cmYkTJ/L8+fMsvDKwfft2WrduTenSpbG1taV69eoMHjyYPXv26M45cuRIsljXrFmTpTr0Fet/Yy5atCjW1tZUq1aNGTNmEB4eniLmGTM0C4INGDAg2Wud0fGs1PVfO3fupG3bthQtWhQbGxsqV65Mly5dWLt2LVFRUbp+5mvXrgWgVatWurpbtmyZoryWLVtiYWGhO98oFGFQarVaARS1Wm3sUIzqncV/K+6f7VTKT95l2IpjoxTFq6iifGGvKCtaGLbuXDLm0BilxpoaSo01NZSpx6cavP6wI0eU6zU9lWtVqirXqlRVfD/sqcRl8f2tVquVHj16KIDusWjRotwJWBRakZGRyrVr15TIyEhjh5LnxMbGKs7OzoqNjY2SkJCQ7Ni5c+cUExMTpUGDBimOJeXr66u4u7sr5ubmyh9//JFufWq1WjExMVHs7OzSPc/b21sBlDfffFPp1q2bcvv2bSU4OFiZN2+eAijvvvtuimu8vLwUQBk6dKhy//59JTIyUtm1a5dSunRpxcPDQ/Hz80u3Tq0VK1YogDJr1iwlMDBQCQ8PV44cOaJUrlxZSS19+uKLLxRA8fb2TnGsX79+CqAcPnw4V2LVmjp1qgIoffr0UR48eKCEh4crv/zyi2Jra6vUr19fiYiIyHTMGR3Pal1Jrxk2bJhy//59JTw8XDl+/Lji6empAMneN2m9ZqmpXr26AijXrl3L8Nzc+ByQZNrAJJnW6Pz9ccX9s52K+2c70/1wzhWLamiS6a/cFMXQdeeCwPBApdGGRrqE2ueRj8FjCD9zRrlRt54uob7buYsSGxSUpTISEhKUFStWKJaWlkqTJk2UmJiYXIpWFFaZ+SO6YMECxcXFJcNHx44dU1zbsWPHTF27YMGCZNeFhoZm6joXFxfl7Nmzen9dtDp16qQAyRK4hIQEpUmTJopKpVJOnz6d5rVZSaQVRVFOnTqlAErVqlXTPU+bTDs6Oqb471a1alXFxMRECQkJ0e3766+/FEB54403UpS1Z88eBVCaN2+eYXyKoih16tRRihcvnmL//v379ZJM6zNWRVGUAwcOKIBSoUIFJS4uLtmxOXPmKIAyZcqUTMec3vHs1KV93Zo1a5aintu3b+comW7Xrp0CKFu2bMnw3NxIpqWbhzAKbZ9pAEN3m6a4pksB0WqICE7/3HyglE0pPq37qe75jH9mEBVn2C4SNvXq4f7zWkyLFwcg+sYN/Hr1IvZh5heVUalUDB06lNOnT/PLL79gbm6e7LhigAGWQoSGhvLw4cMMH6kNdgoKCsrUtaGhocmuUxQlU9c9fPgwV2e9qVJFM3Vo0sFl69ev5+TJkwwYMID69eunep2fnx8tW7bk0aNHbNmyhS5dumRY18PEz4aiRYtmKrYOHTpgZWWVbF+1atVISEjgzp1XXfa+++47AHr37p2iDO30bseOHePChQsZ1qlSqQgJCUnWpQM03Qpu3875mBt9xgqwePFiAAYPHoypqWmyY9o6Vq5cmZOQc1TXkiVLAOjVq1eK8ipWrMikSZPw8PDIVjza99GDBw+ydX1OSTItjMI0STJt0CXFAYqXf7UdfNewdeeS7pW7U6eUZpXC+2H3+fHSjwaPwapaNdzXr8fMSTMHdqx/AH69ehN9L2szdNSsWZOyZcsm23f+/HkaNmyYbP5WIXKDvb09Li4uGT5SG2hWsmTJTF1rb2+f7DqVSpWp61xcXHQDdnODdlCZNpkOCwvjs88+w8HBgTlz5qR6zX8T6c6dO2eqLm2f2szej4uLS4p9RYoUSVYWwD///ANoEu3/UqlUvPbaa8nOS8/YsWNRqVS8/fbbNGrUiAULFnDr1i3Mzc2pWLFipuJOjz5jBU0/c4DatWunOObs7IyZmRlPnz5Nc6q5rMhOXdprtPf1X3PmzKFWrVrZisfS0hIg3b7aucnMKLWKQs80Wcu0gVsci5d7tR3iD24NDFt/LjBRmfBF4y/otqMbcQlxeF/15p3y71C+aPmML9Yjy/Ll8NiwnoCBg4jx8yPuyRP8e/em7E8rsUrlD0ZmhIaG8v7773P37l3q1q3L8uXLU23JEUIfxo4dy9ixY7N1bXYXILKzszNai1pS/02mv/zySx4/fsy3335LqVKlUpyf3UQawCxx4HJ8JqfUtLa2TrFPlTibUNJfrUJCQoBXifZ/afdrz0tPz549qVChAosWLWL79u2cOnWK8ePH06hRI+bMmZPqYLis0GesSc/r0KFDuucFBgZmuwU4J3VldL85oX0fad9XhiYt08IokibTBl+4pZjHq+0QP8PWnYvKFy3PgOoDAIhLiGOmz0yjdI0wd3bGfcN6LBNbH+KDg/Hv15+I8+ezVd6zZ890rVfh4eH06dOHQYMGEZHJWUOEEJmTtJvHrVu3+Pbbb6levTojRoxIcW7SRHrr1q1ZSqTh1c/y+p61p1ixYoBmdbzUaPdrz8tIw4YN+fXXX3n27Bm//fYb77zzDj4+Prz55pucPHkyT8WqPe/YsWMomjFxqT4aNmyYo7izW1dG95sTkZGRQOa7DembJNPCKJK1TBu4l0dBTaYBhtYcimsRVwDOBZ7jz7t/GiUOM0dH3NeuwTrxJ8CEsDACBg3m5fETWS6rfPnynDlzhgEDBuj2rV69mvr163P16lW9xSxEYefo6EiJEiW4ceMGo0ePJjY2lsWLF6do7dMm0o8fP2br1q106tQpy3Vpp8PU90IbjRo1Akj1s0FRFF2re2YWVtm/fz9Pnz4FwMbGhq5du7Jjxw6mTZtGQkICmzdvzjOxJi0vrcWv/Pz82LdvHwl6+KObnbq016S14MvKlSs5fPiw7rn2l4fM0L6P9NH9JjskmRZGYZrkf5I4Q2fTRd1fbRewZNrKzCrZ3NMLzi4w6NzTSZna21N21U/YvvEGAEpkJA8+/pjQAweyXJatrS2rV6/m559/xtbWFoBr165Rv359vL29ZXCiEHpStWpVnj17xt69e+nevTutW7dOdjxpIr1ly5ZsJdKgSaaLFy/Ow4cPiY6O1kfoAIwaNQrQzGH938+FvXv3EhgYSNOmTVPt6/tfQ4cOZcuWLSn2a/v12tjY5JlYk5a3evXqFMcURaFv377MnTtXLwvkZKcu7TXr169Pcc358+cZOnQoYWFhun3FEwe0a1udIyMjqVGjBocOHUpx/Z07dzA1NaVOnTo5uKvsk2RaGIVJ0m4ehk6ErOzBOvFnsxcBhq3bAN5weYMOHpp+bC+iX/Dd+e+MFouJjQ2uy37ALnFRBiU2lodjPkX9Z/ZazPv06cPZs2d5/fXXAc2H68CBA+nXr1+u/HQoRGGj7ephbW3NggULUhzv168f/v7+eHh48Pvvv9O/f/8Uj/3792dYj4mJCf/73/+Ij4/P9GwVmdGmTRumTp2Kj48PQ4YM4cGDB0RHR7Nnzx4GDhxI2bJlWbduXabL8/Ly4rfffiM4OJjIyEj++ecfvLy8KFasGEOGDMlTsWrLO3r0KH379uXatWtERkZy/fp1evbsybVr13SzcORUdurSXnP8+HGGDx/Ow4cPiYiI4ODBg7z//vt06dKFd955R3e+tiX74MGDREZG4u3tzc2bNylfPvlYoAcPHvDkyROaNWuW6S4xeqe3SfZEpsg80xof/XxWN8/04xfpzPW4b5+iVK+uKPv36zeA5c00c017FVOUuFjD1GlAgeGBSoP1DZQaa2oor695XbkcdDlrBej5NUiIjVUefjZJNw/1tSpVlecbNmS77oiICGXo0KG6BV7Mzc1zdf5dUTDIoi0ZmzVrlgIokydPTnEsPj5esbW1Tba4UmqPnTt3Zqqu06dPK4DyySefpDjm6+ubatm+vr7K4cOHU+x3d3dPdv2OHTuUNm3aKEWLFlUsLCyUChUqKOPGjVOCsjD//cmTJ5WRI0cqNWvWVIoXL65YW1srlSpVUkaMGKH4+vrqzkstHhLnR9bOk53afegz1qR27typtG3bVilatKhiZWWlVKhQQfn444+Ve/fuZRiz9nXM6HhW6vqv7du3K2+++abi4OCg2NjYKDVq1FDmzZunREVFJTsvISFB+eyzzxRXV1fFyspKqVq1qrIhlb8bc+fOTTFHdXpy43NApSjy+6ghhYaG4uDggFqtTjE9UmEyYsN5dl1+DMCJSa1xKZpypDbR0VC1Kvj5QblycP06JE5/k2O/9oIbOzXbYy5D0bK5X6eBrb26lvln5wNQzbEaG9/eiKmJaQZXkWuvgZKQQOCs2YRs3KjbV3LsWEoMTdK6k8W6f/31V4YMGcLMmTP59NNP0zxPCNAMdvP19aVcuXIp5iwWGoMHD2bVqlUcPHiQN998M9frGzhwIBs3buTOnTu4urrmen2iYFGr1ZQvX5769euzd+/eTF2TG58D0s1DGIVJsgGIaXyfmz8f/P01235+kMpPjtmWtN900q4euVmngfV8rScVi2oGY1x7fo2tt7Zm7sJceg1UJiaUnjYVx6FDdfuCFi7k6aJvX/UXzGLdH3zwAdevX2fMmDHJ9sfFxSXreyeEyBxtl4vM9tPNqaVLl1K/fn06derE8+fPDVKnKBjCwsLo1KkTzs7ObEzSSGMMkkwLozBNMkg31anx4uM1iZQ2yVIUzfNMzkmaIYckLSDqB4ap08DMTcyTDUZccnEJL6JepH9RLr8GKpWKUmM/pWSSeXyfr1hB4FdzUOLislW3q6trilHfM2bMoE6dOnrtiylEQRcbG8uVK1coW7asbvBXbrO2tubAgQM0adKEadOmGaROUTDMnj0bDw8PTp48abD3a1okmRZGYZLRoi2mpjBuHGiTJJVK89w0E90UMiO1ZDq36zSCuqXr8r/y/wNAHa1myYUl6V9goNegxNAhlJ76KtEPWbeOx15eKJ9+muO6Dx48yOzZs7lz5w6NGjVi6dKlMtuHEJlw7do1YmJiDNYqrWVlZcX333/PvHnzDFqvyN+mTZvG2rVrsbOzM3YokkwL4zBRJU2m0zhp/HhwT+yO4eGhSaz0xSHJ0rTqJCuP5WadRjK27lhszDRTOG25tYVrz6+lf4GBXoPivXvhNHs2JE6dpN76G4+ePUfRLiWezbrLly9P3bp1AYiJiWHkyJG89957vHjxQk+RC1EweXp6oigK27ZtM0r92mkvhciMvPR+kWRaGEWShum0lxO3tIQVK6B6dc2/+hwIaJ+kZTr0oWHqNJJSNqUY5jkMAAWFOafmpN9Sa8DXoGi3rrjMnweJi0KE7ttH0Os1UapVy3bd5cuX58SJE8n6Uf/222/UqVOHM2fO6Ct0IYQQApBkWhhJppcTb9cOrlyBxHmK9ca2JJhqlqhG/TD5sdyq04h6v9YbD3sPAC4GXWS37+70LzDga2D/9tu4Ll6MKnHJ8Oe3b3O/cRMSmjbNdpkWFhYsWrSIP//8UzfvqK+vL2+88QbffvutdPsQQgihN5JMC6NIOmDMKHmNiQnYldFshz0yQgCGZW5qzmcNPtM9X3RuERGxEUaMKDm71q1wW74MlbVmisTw48e5/9Ew4l+G56jcTp06ceHCBd3k/7GxsXz66ad06dIFtdo4K0MKIYQoWCSZFkaRqW4euc3OWfNvZAjERhonBgNq6tKUZi7NAAiMCGTN1TXGDeg/bJs0oexPKzFJ7AcXcfo09wcNIj40NEfluru7c+zYMSZMmKDbFxAQgGUB6MIjhBDC+CSZFkZhYuyWaQB7p1fbYY+NFIRhTag/ATOVpn/y6iurefwyb923Td26lF3jjYmDAwCR//6Lf//+xIWE5Khcc3NzvvnmG3bu3ImHhwebN2+WRTuEEELohSTTwiiSJtPxxm6ZBgjNW0llbinnUI4PX/sQgOj4aL49/61xA0qF9euv4752DaaJ84ZGX7tOQN9+xD17luOy//e//3Hr1i0qVaqUbP+9e/d4pofyRf4gfeaFKLxy4/9/SaaFUSRdY8Nof9i0faYBXj4xTgxGMMxzGEUtiwKw23c3l4IuGTegVFhVrYr7up8xK1kSgOjbt/Hv05fYwMAcl21ubp7seWRkJF26dKFWrVr8/fffOS5f5F2miXOWx8bGGjkSIYSxaP//N9Xj+gmSTAujyNQ807ktaTIdlvMkLb+wt7BneK3huufzzszLky11lhUq4L5+HWZOmu44Mb6++PfuQ+zDhxlcmTVTp07l8uXLPHz4kFatWvHVV1+RkJCg1zpE3mBubo6lpSVqtTpPvueFELlLURTUajWWlpYpGlZywkxvJeURR44coVWrVhme16JFC44cOZLhef3792ft2rVpHv/iiy/w8vLKQoQCkg9AzBMt04Wkz7RW98rd+eXGL/iqfbkYdJH9/vtp79He2GGlYOHujvu6dQQMGEDs/fvE3r+PX58+uHt7Y6FdWCaHxo0bx/nz5zly5Ajx8fFMmTKFI0eOsG7dOkqXLq2XOkTeUaJECR4+fMiDBw9wcHDA3Nw8xXL0QoiCRVEUYmNjUavVvHz5EhcXl4wvyoICl0xrValSJdX9CQkJ3L59m9deey3TZTk6OlKiRIlUj6W1X6QvWZ9pYzVNF0maTBeebh4A5ibmjK83nhF/jQA0U+W1cmuFhXbu7TzEwtUF93U/E9B/ADF+fsQ9eox/n76UXbMGy/Llcly+s7MzBw8eZObMmXz55ZcoisKBAweoVasWGzduzNSXc5F/2NvbA/Ds2TMe6vlXDiFE3mZpaYmLi4vuc0BfCmwyfePGjVT3b9u2jXfffZcRI0ZkuqyRI0dK67O+JW2ZNlYMRUq92g5/aqwojKaZSzMaOjXk1ONTPHz5kF9v/Erf6n2NHVaqzMuU0STUAwcSffsOcU+f4t+3L+7eq7H8z2DC7DA1NWXGjBm0aNGCXr168eTJE548eUKbNm2YPn06U6dO1Wv/OmFc9vb22NvbExsbS3x8vLHDEUIYgKmpqV67diRV4JLpUqVK0aNHjzSPL168mFatWlGjRg0DRiX+K09MjWflAKaWEB8NLwtfMq1SqRhXdxw9dvZAQWHFpRV0rtgZB0sHY4eWKrOSJSm7di0BAwcRfeMG8c+e4d+3H2W9V2NVtape6mjdujUXL16kd+/eHDx4kISEBLy8vDhx4gR79uyRhLqAMTc3z7U/rkKIwqPADUCsVq0av/76a6rHrly5wuHDh/nkk08MHJX4rzzRZ1qletU6XQiTaYDXHF/jnfLvABAaE8qqK6uMHFH6zIoXx32NN1bVqwMQHxJCQL/+RF69qrc6Spcuzd69e5k1axYmJpqPyKZNm0oiLYQQIlUFLplOz/fff4+7uzudOnXK0nUXL16kU6dOODs76/rbfPDBB5w9ezaXIi34VOSB2TwAbDVTrxHxHOLjjBiI8YysPRILE01f6Q3XNuS5hVz+y7RoUcp6r8ba0xOAeLWagP4DiLykvyn+TE1NmTJlCocPH6Z3795MmTJFb2ULIYQoWApNMv3ixQvWr1/P8OHDs9zC9Pfff9O5c2cuX76MWq1m/fr1XLlyhcaNG6c70wdAdHQ0oaGhyR4ijywnDlBEO1uDokmoCyHnIs70qtYLgJiEGJZeXGrkiDJmam+P26pVWNetC0BCWBgBAwcRceGCXutp3rw569atS/GZsWnTJhm8JoQQAihEyfSqVatISEhg8ODBWbru008/5fTp0wwaNAhHR0esrKxo1aoVf/75JwBDhw7F19c3zevnzJmDg4OD7uHm5paj+ygwkvaZNmIY2CaZjSU8yHhxGNmgGoOws7ADYMe9HdwJuWPkiDJmWsSWsit/xKZBAwASXr7k/qDBRJw7l6v1/vPPP/Tq1YtatWqxd+/eXK1LCCFE3lcokumEhASWLl1Kz549KZ64RHFmeXp6UqFChRT7K1SoQIcOHYiJiWHDhg1pXj958mTUarXucf/+/SzHXxDliT7T8KqbB0BE4V1O2sHSgUE1BgGQoCTw3YXvjBxR5pjY2OC2Yjm2TRoDkBARQcCQoYSfPp0r9SmKwsSJE4mPj+fZs2e89dZbTJo0SVbUE0KIQqxQJNM7d+7E19dX7wMPK1asCMD169fTPMfS0lI3DZP2IZL3mTbqQmRJk+nwwptMA/R6rRelbDQDMo/cP8KFp/rtMpFbTKytcf3hB2ybNgVAiYjg/tCPCPfx0XtdKpWKbdu20bFjR92+r7/+mpYtWxIQEKD3+oQQQuR9hSKZXrx4Mc2aNcMzccCSvmiXHJbVs7JOlWyeaWO2TEs3Dy0rMyuGe75aZnzx+cX5ZsllEysrXJd+T5EWLQBQoqK4/9Ewwk+e1Htdjo6O/PnnnyxYsAAzM83soidPnqRWrVrs2LFD7/UJIYTI2wp8Mn3t2jX++uuvbLVKnzx5kjJlyhASEpLq8du3bwNQVU9z3BYmSb9+GDVfs3F8tV1IByAm1bliZzzsPQA4G3iWfx7/Y9yAssDE0hKXJYsp0ro1AEp0NPc/Hs7L4yf0XpdKpWLs2LGcOHECDw8PAEJCQujUqRPjxo0jJiZG73UKIYTImwp8Mr1kyRJcXFx499130zzn8OHDNGjQgCVLliTbHxMTQ2BgIPv27Utxza1bt9i/fz/m5ub06tVL73EXdCYmeaSbhyTTyZiZmDGi1qvVQfNT6zSAiYUFrt8uokibNwFNQv1g+HBe/v13rtTXoEEDLly4kOzzZeHChQwcODBX6hNCCJH3FOhkWq1Ws27dOj7++GPdz7GpWbBgAWfOnOHzzz9Ptl/bfWPEiBGsWbOGwMBAoqKiOHz4MF26dAFg2bJllCtXLtfuoTAw6tR4kkyn0M6jHVWKVQHg6vOrHAo4ZOSIskZlYYHrokXYtW0LgBITw4PhIwg7ciRX6itatCi//fYbS5YswcLCAktLSyZMmJArdQkhhMh7CnQyvXr1auLi4hg6dGi65/Xo0QM7O7sUrUnNmzfn2LFjfPjhh8ybN49y5cphb29Pv379qF27Nj4+PgwaNCg3b6HASt5n2oiSJtPhkkwDmKhM+KT2q25R31/8ngQlwYgRZZ3K3ByXhQuw69ABACU2loefjCLs8OHcqU+lYuTIkZw8eZI1a9bofXyGEEKIvEul5KffcAuA0NBQHBwcUKvVhXpmj2VH7vL13hsALO9dlw41yhgnEEWBWaUhPhpKVYfh+h+wlh8pikLvPb25FKRZVXBe83l0KNfByFFlnRIXx6OJEwndvUezw9wc18XfYdeqlcFiiImJYfjw4UyaNEk3A5AQQoiCo0C3TIu8K/kEKEb8PqdSgU3i3OORwcaLI49RqVTJ+k7/8O8PxCfEGzGi7FGZmeH8zTfYv/22ZkdsLA9GjSbsUO60UKdm8uTJrFq1ijp16rB582aD1SuEEMIwJJkWRpFnZvMAsE5MpiOC80AweUdjp8bUKVUHAF+1L7t9dxs5ouzRJNRfY/+//2l2xMbyYPRowg7lfl/w8PBwdu7cCUBYWBg9evTg448/JioqKtfrFkIIYRiSTAujyDN9puFVy3R8NMRGGDeWPESlUjGy9kjd8+X/LicuIc6IEWWfyswM56/nYv/OO5odsbE8GD0m11uobW1tOXv2LD179tTtW758OY0aNeLWrVu5WrcQQgjDkGRaGEWeWQERwLroq+3IF8aKIk+qX6Y+Dco0ACAgLIA9vnuMHFH2qczMcJ475z8J9ehcG5SoZWdnx/r161m1ahXW1tYA/Pvvv9SpU4cNGzbkat1CCCFynyTTwijyzAqIANbFXm1Hpr5AT2E2zHOYbvvHSz/m29ZpSD2hfjgq9xNqlUrFwIEDOX36NK+99hqg6QLSu3dvBg8eTESE/CIihBD5lSTTwuiM3jJtVfTVtiTTKdQvU5/6ZeoD4Bfql69bpyFJQp3Yh1rRJtS5NA91UjVq1ODMmTP0799ft2/VqlV8//33uV63EEKI3CHJtBDSMp2hjz0/1m3/eOnHfDmzR1K6PtSJs3xo56F+efRortdta2uLt7c3a9euxcbGhoYNG/Lpp5/mer1CCCFyhyTTwihUSfp5GLthOlmf6Si10cLIy+qXqU+90vUATev0Af8DRo4o53SzfCRJqB98MoqXfx83SP19+/bl7NmzbNq0CXNz82THZPp/IYTIPySZFkaRfGo8IycOVg6vtiWZTtNHnh/ptldcWpHvVkVMzauE+i0gcenxESN4eeKEQep/7bXXcHd3T7bv4sWL1KlTh8uXLxskBiGEEDkjybQwiuSLthhZ0j7TUS+MFUWe17BMQ2qWrAnAnRd3OHzfcAuf5Cbtwi527dsDiQn18BGE//OPwWPRzkV98eJFGjRowMqVK43/ZVMIIUS6JJkWRpGnFm1JlkxLy3RaVCoVH9V81Tr946UfC0yipzIzw2X+POzatgVAiY7m/sfDCfc5ZdA4Xrx4gY2NDQBRUVEMHTqUXr16ERYWZtA4hBBCZJ4k08LojD41nnTzyLRmLs14rbhmardrz6/xzyPDt97mFpW5OS4L5lPkzTcBUKKiuP/xx0ScPWuwGNzc3Pjnn38YPny4bt8vv/xC3bp1uXjxosHiEEIIkXmSTAujUOWlfh5W9q+2o0KNF0c+oFKpGPT6IN3zlZdXGjEa/VNZWOC6aCFFWrUCQImMJGDoR0ScP2+wGKysrFi6dClbtmzB3l7z3rx9+zaNGjVi2bJlBebXACGEKCgkmRZGkWzRFmPnBpZJkuloSaYz0qZsGzzsPQA4G3iWi08vGjUefVNZWODy3bfYNm8GgBIRwf0hQ4k0cMtw9+7duXDhAvXqaWZRiY6OZvjw4fTo0QO1Wn5BEUKIvEKSaSHMrcDUQrMtLdMZMjUxZWCNgbrnqy6vMmI0ucPEwgLXJUuwbdIEgITwcAIGDyHy8hWDxlG+fHmOHz/O6NGjdfv++OMPbt68adA4hBBCpE2SaWEUeWoAIrxqnY6WFr/MeKf8O5S2KQ3AkQdHuBNyx8gR6Z+JpSWuS7/HpmFDABJeviRg0CCirl83aByWlpZ8++23/PHHHxQtWpQ5c+bQoEEDg8YghBAibZJMC+PIS4u2wKt+09Eya0JmmJua07daX91z76veRowm95hYW+O27AdsErtaJISGEjBgIFG3bhk8li5dunD16lXGjh2bbH98fDwvXrwweDxCCCE0JJkWuW//fqhRAw68WjUvDw0/1LC00/wbHaZpKk8lZpFc98rdsbfQfAnZfW83T8KfZK2AfPIam9jY4Lp8Oda1agEQ/+IFAQMGEn3vXtoX5dK9OTs7Y2KS/GN71qxZeHp64uPjo9e6hBBCZI4k0yJ3RUfDRx/B1auaf6OjU5ySJ2YnsEhMphPiIFydYcwCbMxt6FGlBwBxShzrrq3L/MWZeF/kJaZFbHFb+SNWr78OQPzz5wT060+Mn1/Kkw14b4cPH2bGjBkEBATQrFkz5s+fT0JC/l+ZUggh8hODJNPHjh0zRDUiL5o/H/z9Ndt+frBgAfCf2TwMH1VK2pZpgG++TjVmkVKv13phYaIZvLn11lZCYzI5gDON90VeZmpnR9mfVmJZTTPPdlxQEP79BxDz4EHyEw14bxUrVqRJ4iDJuLg4JkyYQKdOnXj+/Hmu1SmEECI5gyTTrRLnbBWFTHy8JpHQtjwriuZ5fDyqvNbRQ5tMJyiwZFmqMYuUHK0d6VyxMwARcRFsvbU144vSeV/kdaYODpRdtQrLypUBiHvyhID+A4h9/FhzgoHvzc3NjSNHjjB58mTdvl27dlGrVi1OnDiRK3UKIYRIziynBcTExHDgwAFu3rxJeHh43vjJXuQNpqYwbhxMm6ZJKlQqzXNT0+Tn5YW3jGURzb8mKhjaG+b9kH7MQqdPtT5svbUVBYUN1zfQ57U+mJuap31BZt8XeZRZsWKU9V6Nf5++xNy7R+yDBwT0H0DZdT9jXqqUwe/NzMyMr776ihYtWtCnTx+CgoJ48OABLVq0YNasWUycODFFP2shhBD6o1JykP1evXqVt99+mwcPHqSbRKtUKuLzQauTIYSGhuLg4IBardatblagRUdD1aqan7vLlYPr18HSkl9OBzD598sAfNOtJu/XdzNunPunwcnFmu0P/4AOg1LELNL2yaFPOHL/CABfNf2KjhU6pn9BGu+L/CQ28Cn+ffoQGxAAgEXFCrj//DNmtrZGu7dHjx7Rs2dPjh49qtvXvn17Nm7cSPHixQ0SgxBCFDY5aq4YOXIkarWaYcOG8d133+Ht7Z3isXr1an3FKvIjS0tYsQKqV9f8m1cTpqR9ponJHzHnIf2r99dtr726NuNfqPLL+yId5qVL4b7GG3NnZwBi7twlYOAg4qOijHZvzs7OHDx4kOnTp6NKHJjw+PFjrK2tDRaDEEIUNjlqmbaxsWHnzp20bt063fNMTExkhHmiQtcynYakLdNfd3udHvXLGjegf36AfYn9Trutgte7GzeefEZRFHru6smV55oVAle3X039MvWNHJVhxNy/j3/vPsQFBgJgVbMmZVevwrRIEaPG9ddff/HRRx+xa9cuqlSpYtRYhBCiIMtRy3SxYsVomLg6WHokkRb/lceGH4KF7avtmHDjxZFPqVQq+lTro3v+87WfjRiNYVm4uVHW2xtTR0cAoi5d4v6wYSRERBg1rjfffJMbN26kSKTv3bvHkydZnBNcCCFEmnKUTPfr148jR45keN7AgQNzUo0o4PLEmFVJpnOsrUdbStmUAuDo/aMEhAYYOSLDsSxfjrKrV2Pq4ABA5NlzPBg5kgQjz59tZpZ8jHlUVBRdu3bF09OTgwcPGikqIYQoWHKUTH/55ZccPnyY77//Hj8/P6LT+MOxdu3anFQjCiBVXmuatkjyk7wk09libmLOh1U/BEBBYf319UaOyLCsqlTGbdUqTBK7d4Sf/IeHo8egxMYaObJXvLy8+Pfff3n69Cnt2rVj2rRpxMXFGTssIYTI13KUTJuamuLm5oaXlxcVKlTAxsYGU1PTFA8h0pMXGqaTt0y/NF4c+dx7ld/D2kwz2O3PO3/yspC9ltY1quP244+obGwAeHnkCA8nTkTJI7MZjRs3jg4dOgCafu6zZs3izTff5NGjR0aOTAgh8q8cJdPz58/n008/JSQkhGLFilG2bNkUDzc3I095JvKkPLdoi4XNq+1Y4/Z1zc8cLB14p/w7gGYRlz/v/mnkiAzPpk5t3H74AVXiLB5he/byeOo0lDwwdqRkyZLs2rWLuXPn6ho6jh07hqenJ3v37jVydEIIkT/lKJletmwZffv2JTAwkGfPnuHr65vi4efnJwu5iLxPunnoTc+qPXXbG69vJEExfhJpaLaNGuK6+Dsw1yxeo/7jDwJnf5UnPgtNTEz47LPPOHr0KK6urgA8e/aMt956i8mTJ0u3DyGEyKIcJdNPnjxhwYIFlChRIt3zvvjii5xUI0TuM0/SMi3JdI5ULFaRhk6aWX4CwgI4/vC4kSMyjiItWuAybx4krj4YsmEDQQsXGjmqV9544w0uXrzIO++8o9s3d+5cWrduLQm1EEJkQY6S6Ro1ahCRiemfBgwYkJNqRAGXBxrrkveZlm4eOdarai/d9i83fjFiJMZl36E9Tl/N1j1/vvInni1fYcSIknN0dGT79u0sWLBAN/NHy5YtU8wCIoQQIm05Sqa/+uorpk2bluFS4eXKlctJNaIgymNdppO3TEsynVPNXZvjUsQFgOMPjxeqafL+q2iXLpT5YrruedC33xK8Lu/MdKJSqRg7dizHjx+nT58+8kuiEEJkUY6aH06cOMGjR49wdXWlffv2ODk5ybK1IsuUvDCfh5klmgxfkZZpPTA1MeW9yu/x7flvAdh0cxMT6k8wblBGVOzDD0kID+fp/AUABM6ejYmtLUW7vmvkyF5p2LBhqotw/frrrzRs2FAaRYQQIg05Sqa9vLx02z//nPaKZ6o8N6mwEP+hUmm6esS8lGRaT7pW6soPF38gJiGGP+78wcjaI3XT5hVGjoMHEx8ezvNlywF4PHUqJjbW2CdOVZcXnT59mj59+mBra4u3tzfvvpt3kn8hhMgrctTNA8Db2zvdx+rVq3McZFRUFFOmTMHCwoL+/ftneP6ePXto3bo1Dg4O2Nvb07RpU7Zu3Zrt+n18fHjnnXdwdHTE1taWunXr8uOPP+aJkfkFQZ55Gc0TEz3p5qEXxayK0aGcJlEMiwlj973dRo7I+EqOGkWxPonLrick8HDCRF7+/bdxg0rHlClTiIuLQ61W07VrV0aNGpXm4lxCCFFY5TiZ7tevX7qP/v375yjpPHz4MDVr1mTZsmXEZmIlsW+//Za3336bSpUqcevWLXx9fWnQoAHvvfdespb0zPr9999p2rQpZmZmnD9/nidPntCjRw+GDRsmy6TnQJ78rUKbTMdFGjeOAuSDKh/otjff2mzESPIGlUpF6cmTcOjaVbMjNpYHn4wi4uxZ4waWhq1bt/Lee+/pni9ZsoQ33niDu3fvGjEqIYTIW3KUTP/zzz+ZOs/X1zdb5f/yyy+8++67jBkzhgULFmR4/pUrVxg/fjz169dn+fLllC5dGkdHRxYuXEjLli2ZMWMGPj4+ma7/6dOn9O/fH2dnZ3755Rfc3d2xs7Nj4sSJ9O3blzVr1rBp06Zs3ZvIg7SDEGMlmdaXGiVq8Frx1wC49vwaV55dMXJExqcyMcHpy5nYtW8PgBIVxf1hHxN59aqRI0vJwcGBTZs2sWzZMiwTF6E5d+4ctWvXZvNm+XIkhBCQw2Q6tcEqqXF3d89W+eXKlePatWsMHz48U/2uFy5cSHx8PEOGDElx/kcffQTAvHnzMl3/8uXLCQsLo0+fPikGVg4bNgyAb775JtPliVfyZD96MyvNv7EReajvSf6mUqnoUaWH7vnmm5KAAahMTXGZ9w22zZoBkPDyJfcHDyE6D7b4qlQqhg0bho+PD5UqVQIgLCyMHj168PHHHxMZKV8+hRCFW467eeSmRo0a4ezsnOnzd+zYAWgWI/ivpk2bArB79+5ML0iwffv2NMurV68eVlZWnD9/nocPH2Y6RpFSnklbtS3TSgLExxg3lgLkrXJvUcRcs8LkHt89hMaEGjmivEFlYYHr4u+wrlsXgPiQEAIGDiLmQd78PKlVqxbnzp2jZ89XK1wuX76cPto+4EIIUUjl6WQ6Kx4+fMizZ8+A1Oe1dnFxwcLCgqioKG7dupVhefHx8VxN/Nk1tfLMzMxwc3MD4N9//81J6CKvMLd6tS1dPfTGxtyGjhU6AhAVH8XOuzuNHFHeYWJtjdvyZVhVqwZAXGAgAYMGEhcUZOTIUmdnZ8f69ev56aefsLKywsLCgilTphg7LCGEMKoCk0w/efIEACsrq1TnulapVBQtWjTZuel58eIFUVFRABQvXjzVc4oVK5ZhedHR0YSGhiZ7iDw6ADHptG1xUcaLowDqXrm7bnvr7a0yE04SpnZ2uP20EovEL+2x/gEEDB5CvFpt5MhSp1KpGDRoEGfOnGHt2rXUrl3b2CEJIYRRFZhkWrusuYWFRZrnaAfQZGYJ9KTnpFVmZsqbM2cODg4Ouoe2NVvkQdIynWsqF6uMZ0lPAG6H3ObSs0tGjihvMStenLKrV2Hm7ARA9M2b3P9oGAmZ+Kwylho1avDBBx8k2xcbG8ugQYO4fv26kaISQgjDKzDJtI2Npr9rTEzafV2186Nqz81MeemVmZnyJk+ejFqt1j3u37+fYd3CSKRlOlcla52+lf153wsqcycnyq5ahamjIwCRFy/y4JNRKOl8puU1U6dOZfXq1dSrV4+1a9caOxwhhDCIApNMlylTBtAs8JLa6HJFUXjx4gUATk5OGZZXtGhRrKw0LZXBwcGpnhMSEpJheZaWltjb2yd7iP/IKz/5S8t0rmrv0V43EHGf3z5exrw0ckR5j2W5cpT9aSUmdnYAhJ84wcPPPkOJjzdyZBmLiopiz549gObXuv79+9O/f3/Cw8ONHJkQQuSuLCXTFStWZOLEiZw8eTK34sk2FxcXSpQoAaQ+r/XDhw+JiYnB2tpaN71TekxNTalRo0aa5cXFxelamWvWrJmT0AulvDgznm5qPIA4WeVN36zNrPlf+f8BEBkXyR6/PUaOKG+yeu013JYvQ5X4ZT5sz16ezPwyz/czt7KywsfHh8GDB+v2rV27lnr16nH58mUjRiaEELkrS8m0i4sLixYtolmzZjg7OzN8+HAOHjxIfB5pNenYUTNjQGrJ/okTJwB46623MDMzy3F5586dIyoqijp16uDi4pLdkEVekiyZlm4euaFrpa667T9u/2HESPI2m7p1cf3uW0j8rHqxaRNB335n3KAywcbGhpUrV7JhwwaKFNH8CnHjxg0aNGjATz/9lOe/EAghRHZkKZk+evQojx8/ZsWKFdSuXRtvb2/at29PyZIl6du3L9u2bTPqBP7jxo3D1NQ01Q/tH3/8EYAJEyYk2x8fH8+AAQNo27Ytjx49SnZs2LBh2NnZsW7dOt3MHlorVqwAYOLEifq+DWEs5pJM57ZqjtWoWrwqAJefXeZm8E0jR5R3FWnRAuc5c3Q/4zxfsYLn3muMG1Qm9ezZk3PnzuHpqRl0GhUVxZAhQ+jVq5fMaCSEKHCy3Ge6RIkSDB48mF27dhEUFMSGDRto27Yt27Zto2vXrpQsWZJu3bqxfv16XR9lQ6levTrz58/n1KlTDB8+nKdPnxIcHMz48eM5dOgQX3zxBY0aNUp2zYULF1izZg0HDx7kl19+SXasVKlSeHt78/DhQ3r27ElAQABhYWHMnz+fNWvW0K9fP3r06IHImTzTVmUmfaYNIWnr9LY724wXSD7g0PEdSk99NY/z06+/5sW2bcYLKAsqV66Mj48Pw4cP1+375ZdfWLx4sRGjEkII/cvRAMQiRYrwwQcfsGnTJp49e8b27dt5//33+fvvv+nbty+lS5emXbt2LF++PFNzO6dGpVKhUqkYMGAAoOmDp923Zs2aFOePGTOGXbt2cePGDSpWrIi7uzv//PMPW7ZswcvLK8X51apVo379+ri4uPDWW2+lON6tWzeOHz9OdHQ0np6elC5dmo0bN7Js2TK8vb2zdU8iH/SZlhUQc83b5d7GwkQz3eSue7uIjY81ckR5W/FevSgxcqTu+eMpUwk7dNiIEWWelZUVS5cuZfPmzdjb21OvXj35NU8IUeColFzoxJaQkMCxY8f4/fff+fPPP7l//z4mJiY0bNhQ13e5sAoNDcXBwQG1Wl2oZ/b448IDPt2kWTlyZufq9G3sYdyAAM7/DNs/0Wx3/A7q9jdqOAXZxKMTdQMQF7VcRBv3NkaOKG9TFIXAWbMJ2bABAJWlJWV/WolN/fpGjizz7t69i4mJSYoVZRMSEjAxKTATSwkhCqFc+QQzMTGhZcuWLF68GH9/f06fPs3EiRN1U8kJkSclG4AoLdO5qUvFLrpt6eqRMZVKRekpn2P/9tsAKNHR3P94OFE3bhg5ssyrUKFCikT60qVL1KxZk7NnzxopKiGEyDmDNAfUq1ePr776imvXrhmiOiGyxzTJSpdx0mc6NzV0akgZW83c8McfHudZ5DMjR5T3qUxMcJ47B9umTQFIePmSgMFDiMmnC0G9fPmSHj16cPXqVZo0acJ3330ns30IIfIl+W1NCC1pmTYYUxNTOpbXTD0Zr8Sz694uI0eUP6gsLHBd/B3WibNkxD97RsCgwcQ9y39fRsLCwnBwcAA0y5CPGTOGrl27yi+YQoh8R5JpIbTMkrRMx8uiLbmtU4VOuu0/7/4prZKZZGJjg+vyZVhUqABAbEAAAUOHEv8yf60o6eTkxLFjxxg3bpxu37Zt26hduzY+Pj5GjEwIIbJGkmkhtEwtX23LCoi5zsPBA8+SmhbW2yG3uRGcf/r/GptZsWKU/WklZmU0XWWir13nwYiRJETnr/ethYUF8+fPZ/v27RQvXhwAf39/mjVrxvz580lISDByhEIIkTFJpoXR5ZkGSbMkybRMjWcQSVunt9/dbsRI8h9zJyfKrvoJ08SuEhGnTvFowkSUPLIibVZ07NiRixcv0qRJEwDi4uKYMGECnTp14vnz50aOTggh0pftZPrkyZO8zGc/K4q8Q0UenGg62QDE/NXCl1+192iPuYk5ALt9dxOXEGfkiPIXywoVcPtxBSprawDC9u8ncPbsfNllxs3NjSNHjjBp0iTdvr1793LzpqySKYTI27KdTDdt2pSSJUuyY8cOfcYjhPFIy7TBOVg60NKtJQDBUcH88+gf4waUD1l7euK6+DswMwMgZOMvPFu2zMhRZY+5uTlz5sxhz549lChRglmzZulaq4UQIq/KUTeP6Oho3nvvvXQT6oMHD7Jnz56cVCOEYSRtmZZk2mD+V/5/uu2d93YaMZL8q0izZjjPnqV7/mzxEkI2bTZiRDnToUMHrl69mmK1xPj4eOn2IYTIc3KUTLdu3RonJyfee+89du5M/Y/ghg0beOedd3JSjRCGId08jKK5S3McLDX9fg8FHCI8NtzIEeVPDp07UypJ8vlkxgxCDxwwYkQ5U6pUqRQrI86ZM4fXX3+do0ePGikqIYRIKUfJdNmyZTly5AhlypShe/fuaSbUQqQnz/TvlG4eRmFuak4Hjw4ARMVHcSjgkJEjyr8cBw6g+MCBmicJCTwaN56Ic+eMG5SeHDt2jC+++ILHjx/TunVrvvzyS+Lz4WBLIUTBk+PZPNzd3SWhFvqxfz/UqAHGak0zNX+1ffGBcWMpZN4u97Zue5dvFhZwMfZ7Jg8qNX4c9p00C+IoMTHc/3g40bdvZ3xhHn8tK1euTKtWrQBISEhg+vTptG/fnidPnhg5MiFEYaeXqfE8PDySJdS7dslqZiKLoqPho4/g6lXNv8aYL1c7z3ScAt4XjBtLIVOrVC2cbZ0B8Hnkw/PITPSLzQvvmTxIZWKC86xZ2L7xBgAJoaEEDBlK7OPHaV+UD17LMmXKsG/fPmbOnKnr/vHXX39Rq1Yt/vrrLyNHJ4QozPQ2z3TShLpbt26SUIusmT8f/P01235+sGCB4WPQtkyfjIFnkcaNpZAxUZnwVrm3AM3y4vv89mV8UV54z+RRKgsLXL77Dqvq1QGIe/KEgCFDiFerU78gn7yWpqamTJs2jUOHDuHk5ARAYGAgbdu2Zfr06cTFydSKQgjD0+uiLf9toZYuHyIzVPHxmj/e2r7TiqJ5buj+kCamoJjAP0la5YwVSyH0dvlXXT32+GYwA1Beec/kYaZFbHFbsRzzsmUBiLlzl/sjRqRcJTEfvpYtWrTg4sWLtG/fHtCMu/jyyy958803CQoKMnJ0QojCJtvJdLdu3Sib+CGdlDahLl26NO+99x4+Pj45ClAUTKoka7YopqYwbtyrnSqV5rmpqeEDM7eExkkGIhozlkKmcrHKVCxaEYCLQRd59PJR2ifnpfdMHmZWogRlf1qJqaMjAJFnz6VcJTGfvpalSpVi9+7dzJkzB9PEWJ8/f46tra2RIxNCFDbZTqa3bNmCl5dXqseSJtSyepXIlPHjwd1ds+3hofljbgymFtDEAopbGD+WQkg7qweQcVePvPKeyeMsypbFbflyVDY2QOIqiV/NST6LTj59LU1MTJg0aRJHjhyhSpUqbN68GZvE+xRCCEPRazePpDw8PDh69CjNmjWTDzeRMUtLWLECqlfX/GtpmfE1ucHUDMxU8L6L8WMphLT9piETXT3yynsmH7B+vQau332ra20O2bCB5yt/enVCPn8tmzZtytWrV6lWrVqy/ffu3eP+/ftGikoIUVjkWjINmmnzjh49SmhoaG5WIwqKdu3gyhVo29Z4MWgXbqlkZfxYCqGy9mWp7qgZNHc9+Dp+ar/0L8gL75l8okizZjh9+aXuedDChaj//PPVCfn8tTT9T7eUqKgounfvTq1atWT8jhAiV+VqMq2lStpBVoi8zCRxRo/4WOPGUYgl7eqx33+/ESMpeIp2fZeSY8bonj+aMpXwkyeNF1Au+uqrr7hw4QLBwcF07NiRcePGERMjizEJIfTPIMm0EPmGdno8WQHRaNp5tNNtZ2qKPJEljh8NpegHPTRP4uJ48Mkoom7cMG5QueDTTz+lS5cuuucLFy6kefPm+Pn5GS0mIUTBJMm0EElpk+kEma/WWJyLOFOzRE0AboXcwlfta+SIChaVSkWZqVMpol1NMDyc+0M/IvZROrOn5EPFihXj999/57vvvsPcXPP/9alTp6hduzbbtm0zbnBCiAJFkmlhdErGpxiOtEznCdI6nbtUZma4LFyAlafmS0vc06cEDB2a9qIu+ZRKpWLUqFGcPHmS8uXLA/DixQveffddRo8eTXQeXOlRCJH/SDItRFLSZzpPaOf+Kpk+6H/QiJEUXCbW1rgtW4ZF4pR4MXfu8mDkJyQUwH7F9erV4/z583Tv3l23b/HixTRr1kz6UQshckySaSGS0rZMo0BC3l0BrqBzKuKk6+pxM+Qm/qH+Ro6oYDIrXhy3lT9iWrw4ABFnzvB48ucoCQlGjkz/HBwc2Lx5Mz/88AOWiVP/tW3bFgsLCyNHJoTI7ySZFiIpbcs0SOu0kf2/vfsOb6p8Gzj+PU26SwelFFoQSimrsoeMMpXhAMQBiCKgIgoOkOFblCmCyFRRAZEhKPwAlSFThAqyVxFkbyijLdBB9zjvH2lDQweltD1pcn+uK1dzVnLn5OTk7pP7PE/7Sve6aPvz0p8aRmLZDIO6fI/i4ABAzLp1RMyYoXFURUNRFN5991327NlDnz59GDdunNYhCSEsgCTTQmSl09+7ny7JtJaeqvSU8f7mi9JFXlFyrFMH3+nTwMbwlXDrh3ncWbpU46iKTr169Vi4cCF6vd5k/rJlyzhz5oxGUQkhSipJpoXIyibLl6u0TGuqQqkK1PI0jGh34vYJwu6GaRyRZSvVrh3lRn1qnL7x2QRit23TMKLitX//fl5//XUaNGjAUgv+R0IIUfgkmRYiq6xlHlIzrbmnHrvXOr318lYNI7EOHq+8gudbbxom0tMJ+2goCcf+0zaoYjJ27FhSUlK4e/cuvXr1on///sTHx2sdlhCiBJBkWoispMzDrDxZ6UnjfenVo3h4ffQRrs88DYCakMCVd98hJczyfxVYvnw5ffr0MU7PmzePJ554ghMnTmgYlRCiJJBkWois5AJEs1LFrQpV3Az9Ax8OP0xkQqTGEVk+xcaG8pMm4diwIQBpEZFcfnuAxfVBfT9nZ2cWLlzIwoULcXJyAuDYsWM0atSIn376SePohBDmTJJpIbLKWjMtoyCahScfM7ROq6hsu2I9NbxasrG3p8Ksb7CrXBmA5HPnuPrBh6hW0Cdznz592L9/P4GBgQDEx8fTp08f+vbtS1xcnMbRCSHMkSTTQmSlk5ppc5OZTANsuyzJdHHRe3iY9kG9dy/XR41GVc1qzNIiUatWLfbt28ebb75pnLdo0SJ69uypYVRCCHMlybQQWdno7t2XmmmzUMuzFmWdygKw5/oe4lKkdbC42FWsSMXvv0PJGOQkevVqIr/9TuOoioeTkxPz5s3j559/xsXFBTs7O8aOHat1WEIIMyTJtBBZSZmH2VEUhXYV2wGQkp7CP2H/aByRdXGsWxefKV+CogAQOWsWUatWaRtUMerVqxcHDx5k0aJFNMyoIxdCiKwkmRaaM6tfjU0uQJRk2ly0e6yd8b50kVf8XDt0oOyIEcbp66NGE7d3n4YRFa9q1aplK/FITU2lb9++HDlyRKOohBDmQpJpoQklo5XL7GRtmValZtpcNCrXiFK2pQDYEbaDFCnBKXal+/bBo1cvw0RKClfff5+k8+e1DUpDo0ePZtGiRTzxxBPMnj3bKmrJhRA5KxHJdGJiIp988gl2dnb07ds31/WuXLnC+PHjadasGe7u7tjZ2eHj48OLL77I9u3bH/p5Q0JCUBQl11vljCvdhQUxqZmWlmlzYWtjS5BvEACxybEcvnlY44isj6IoeI8Mxrl1KwDSY2K4MuAdUm/f1jiy4pecnMyWLYZ+z5OSknj33Xfp2bMn0RbefaAQImdmn0xv27aNOnXq8P3335OSkntrVFRUFP7+/kyaNIlevXpx/Phxbt26xaJFizh69CitW7fmq6++eujn1+v1VK9ePcebv7//o7w0YY5kOHGz1aZiG+N96SJPG4pej++06djXrAlAypUrXB04iPTERI0jK152dnbs2LGD999/3zhv+fLlNGjQgIMHD2oYmRBCC2adTC9dupRu3boxePBgpk2blue6qamppKSkMHbsWN5//318fHwoVaoU7du35/fff0en0zF8+HCuXLnyUDH4+vpy8uTJHG9//fXXo7w8YY5sZAREc9XCtwV6xfD+hFwJkZ/VNaJzcabi7O/Re3sDkBAayrXgYNT0dI0jK1729vZ8/fXX/Prrr7i5uQFw/vx5mjdvzjfffCPHpxBWxKyTaT8/P44fP87AgQMfWGNra2tLw4YN6d69e7ZlgYGBVKlShZSUFLZtkxYtkQeTZNq6kgNz52bvRkNvQ28KV+9e5UL0BY0jsl623t5UnP09SsZIgbEbNhLx9dcaR6WNF154gcOHD9OkSRPAUALywQcf8OKLL3Lnzh2NoxNCFAezTqabNm2Kj49PvtZ1c3PjwIED+Pn55bpciAeyyfKRkAsQzU6rCq2M9/+++reGkQiHmjXxnT7N+Jm5NXsOUb+v0jYojfj5+bFjxw6GDh1qnPf7778zc+ZM7YISQhQbs06mC0tqaipnz55Fp9PRsmXLh9o2ISGBESNGUK1aNRwdHXF3dycoKIi5c+eSLi2Xlkf6mTZrrSu2Nt6XZFp7pdq0wfv//s84fX20dXWZl5WdnR1Tp05lzZo1lC5dmoYNGzJy5EitwxJCFAOrSKbXrl1LVFQUvXv3zrXlOjfh4eFER0ezdu1aoqOjOXz4MIGBgQwYMIDOnTvneVEkGK70jomJMbkJM2aSTEvLtLmp5FqJyq6VAQgNDyU6SXpP0Frp13vj8eqrhomUFK5+8AFJF6y3BKdz584cPnyYFStWYJ8xcmSmtDQ5pwhhiSw+mY6Li2PYsGH4+fk9dG8etWvXJiQkhDlz5lC9enXs7Ozw8/Njzpw5tG3blvXr1zNlypQ8H2PSpEm4ubkZbxUrVnyUlyOKmiJd45m7zFKPNDWNXdd2aRyNAPAO/r97XeZFR3PlnXdIteJ64cceeyxbw81///1HYGAgO3fu1CgqIURRsehkOi0tjT59+nD37l02btyIq6vrQ23v6elJ69atc1w2aNAgAObPn5/nYwQHBxMdHW28PWxvIqKYScu02WtZ4V6p1o6rOzSMRGQydplXrRoAKZcuE/bBh6jJyRpHZh7i4+Pp3r07p06donXr1nzxxRdSJiiEBbHYZDo9PZ23336bXbt2sWXLFqplnOQLS9WqVQE4d+4cyXl8Ydjb2+Pq6mpyE2Ys66AtcgGiWWpYtiFOekMvEv+E/UO6KkmJOcjsMk9XpgwA8fv3c33MWOkiDsMvpF5eXoChkSc4OJhnn32WiIgIjSMTQhQGi0ymM1uk//zzT7Zv307t2rUL/TmytiqY7dDY4uHJCIhmz1ZnSzOfZgDcSbrDschjGkckMtn6+FDx21koGbXC0b//zq0f5mkclfa8vLzYsmULo0aNMn5fbNy4kXr16vH333IhrRAlncUl0ykpKfTs2ZNdu3axY8cOYwsyGE5eGzduzPdjNW7cmNmzZ+e47MyZMwD4+/tja2v7aEEL8yE10yVCS98spR5hUuphThzr1sXni0nG6Yjp04n5808NIzIPer2e8ePHs3nzZrwzBry5du0a7dq1Y8KECXJxohAlmEUl00lJSbzwwgscPXqU7du3U6lSJZPly5YtY9myZSbzYmNj6dq1K926dePu3bsmyyIiIli1alWOzzVr1iwA+vbtW2jxCzMgNdMlQgvfFsb7O8Pkgi5z4/r003h9+IFx+tqIj0n47z8NIzIfTz31FKGhobRr1w4w/Mo5atQoOnbsyM2bNzWOTghREBaTTCcmJtK5c2f++OMPfHx8GDp0KD179jS55fRz2qZNm1izZg2rVq1i06ZNJssURWHTpk0MGDCAU6dOkZSUxPnz5+nfvz87duygY8eOjBgxorheoigOJjXTUotrrso5l6Oqu+FXp2ORx7iTaL09R5grz3fewbVzZwDUhASuvjuQlJvhGkdlHsqVK8fmzZsZP348NhmD3oSEhBh/8RRClCz6B6+irfvrkRctWsSiRYsAWLBggbFl+OTJk/yZ8VNiXkOG3987R4sWLQgICMhxQJft27ezfPly1qxZQ4sWLYiKiqJUqVLUqVOHuXPn8uabbxpPhMJCKFneT2mZNmstfVtyNuosKiq7ru3i2SrPah2SyEJRFMpP+IyUK1dICA0lNTycqwMHUmnJYmwcHbUOT3M6nY5Ro0bRsmVLevXqxXvvvUdQUJDWYQkhCsDsk+n8Xgler169Al01Xr58eU6fPp3jsooVKzJ06FCTIWKFhZMREEuMFr4tWPDfAsBQ6iHJtPmxsbenwrezuPhyd1KuXSPxv/+49n/B+M6YjiINEQC0adOGo0eP4uHhYTI/PT2dyMhIypYtq1FkQoj8krOZEFllbZmWMg+z1qBsAxz1hhbOXdd2SRdsZkrv6UmF2d9j42TozjB20yYiZ32rcVTmxdPTM9uvnF9++SWPP/54tvJDIYT5kWRaiKykn+kSw1ZnS+NyjQG4lXiL03dy/oVJaM+hWjV8pk+DjLK9yO++I3rdOo2jMl+7du3i008/JSIigk6dOhEcHExqqvxSJoS5kmRaiKxMusaTlmlz19ynufH+zmvSq4c5K9WmDWWzXLB9feQnJPz7r4YRma9q1arRqVMn4/QXX3xBmzZtZARdIcyUJNNCZCUt0yVKC597XeTtCtulYSQiP0r37YPbSy8CoCYlcWXQIFJu3NA4KvNTpkwZ1qxZw9SpU9HrDddx7Ny5k3r16rFOWvSFMDuSTAuRlfTmUaJUcq2Ej7MPAIfCD5GQmqBxRCIviqJQfvRonBo1AiAtIpKrg94jPUHet/vZ2NgwdOhQduzYYRwz4fbt2zz33HMMHz6clJQUjSMUQmSSZFoUv82bafNiO4IuHNY6kuwyW6bPpcKbX4OM3GbWFEUxDi2ekp7CoZuHHrzR5s3w+OPy3mpEsbPD95uvsa1QAcDQw0fwyPxdQGqF713Tpk05fPgwzz//vHHe1KlTadmyJdevX9cuMCGEkSTTonglJcGAAbieO8XETbOwSzWz1hXFBlJV+CMBLobDgAGGmIXZaurT1Hh/97Xdea+ccfzx33/y3mpI7+FBxe+/u9fDx8aNRH73Xd4bWfF75+HhwW+//cZXX32Fra0tADExMbi6umocmRACJJkWxW3qVLh0CYAK0eG8tf93jQO6j6KDXckQldFKdvEiTJumaUgib03LNUXB0EvE7usPSKazHH/y3mrLPiAAn2lT7/Xw8c0sYjbm0Q2clb93iqLwwQcfsGvXLh5//HGWL1+Os7Oz1mEJIQBFlc5Zi1VMTAxubm5ER0dbX6tCWhp4ecGde0M/33Fw4feNh3mjdVUNA8viwk6oFQSJWeaVLg3h4aDT5bqZ0FaPP3pw/NZxAEK6h+Dp6Jl9pRyOP3lvtXfrxx8JnzIVAMXRkcq//IxDzZqmK8l7ZyI9PT1bv9QXLlxAVVWqVKmiUVRCWC9pmRbFR6eDoUONLVHpKPzQ5AVUc/oy1NtBM/t704piiNmcYhTZNC1/r9Rj3419Oa903/En7615KP3GG7h17QqAmpDAlYGDSI2MNF1J3jsT9yfSSUlJdO/enfr167Ny5UqNohLCekkyLYrXsGGQcWX6VbeyzGvcTeOA7qPYQHM7cM/40q5c2fClLczaE+WfMN7fe31v7itmOf7kvTUPiqJQbvw4HOrWASD1+nWuvv8B6cnJpivKe5erKVOmcODAAWJiYnj55ZcZNGgQiYmJD95QCFEoJJkWxcveHubMIca/OiM7vkey3lbriEzZ2IBegecc4TFPmDPHELMwa/XL1sfWxnAs7bm+J/cVM44/AgPlvTUjNvb2VPjmG/Te3gAkHD7MjXHjTHv4kPcuVx988AGvvPKKcfq7776jWbNmnDlzRsOohLAekkyL4tehAyG/buUfv/paR5Jd5giI/nqY9Rq0b69tPCJfHPWO1C9rOJ7C7oZxNfZq7it36ADHjsl7a2Zsy5alwqxZKBlJcvSvv3Fn8RLTleS9y5Grqys///wzc+fOxcHBAYDQ0FAaNGjA0qVLNY5OCMsnybQQWWUdtAW5NrckaVKuifH+/hv7NYxEFJRj7ccpP/Fz4/TNyZOJ2yUjW+aHoij079+fffv2UaNGDQDu3r1Lr169ePvtt0mQgXGEKDKSTAuRlYyAWGKZ1E3fyKNuWpg1t2efxfPttw0TaWlcHfIRyZld4okHql27Nvv37+f11183zvvhhx9o2rSp1FELUUQkmRYiK5ssvQNIr5ElSmCZQBz1jgDsv74/fyPqCbPkNfhDXNq0ASA9OporgwaRdveutkGVIC4uLixatIgFCxbglDEwTqdOnYwlIEKIwiXJtBBZZW2ZVqVluiSxtbGlgXcDAMITwrkYc1HbgESBKTY2+Eydgp2/PwDJZ89x7eP/Q01P1ziykqVv377s37+fN954gwkTJmgdjhAWS5JpoQlF6wByY5JMyxd3SSN105ZD5+JCxe++xSZjcKu7f/1F5KxvNY6q5KlVqxY//vijcRjyTMuWLePYsWMaRSWEZZFkWoisJJku0Rp7NzbeP3DjgIaRiMJgV6kSvtOnG7qsBCK/+46YTZs1jqrkO3ToEH369KFJkyb8+OOPUhIlxCOSZFqIrOQCxBKtpmdNnPSGGtH9N6Vu2hK4BLWg7LBhxulrwcEknjqlYUQl3+eff05ycjIJCQm89dZb9O7dm9jYWK3DEqLEkmRaiKykZrpE09vojXXTkQmRXIi5oHFEojCU7tcX1y6dAVDj47k66D3SoqK0DaoEW7JkCe+8845x+ueff6ZRo0YcOXJEw6iEKLkkmRYiK+nNo8Rr5N3IeP/gzYMaRiIKi6IolB8/HofHHwcg5epVwj4aipqaqnFkJZOjoyPff/89y5Yto1SpUgCcPn2aJ554gjlz5sgvOkI8JEmmhchKaqZLvEblJJm2RDYODlT45mt0np4AxO3aRfi06RpHVbL16NGDQ4cO0aCB4decpKQk3nnnHXr27ElMTIzG0QlRckgyLURWJsm0tM6URLU8axn7mz5w44C0slkQ2/LlqfDVTNDrAbi9YAHRa9dqG1QJV7VqVXbt2sX7779vnLd8+XJefPFFDaMSomSRZFqIrKRlusSztbGlrlddAG7G3+Tq3asaRyQKk1OjRpT7ZKRx+vqno0j47z8NIyr57O3t+frrr/n1119xc3PD1taWzz///MEbCiEASaaFMCUXIFqEht4NjfcP3TykYSSiKLj37In7yy8BoCYlEfb+B6TeuaNxVCXfCy+8wOHDh1m8eDFNmjR58AZCCECSaSFMKVmGk5HygBLLJJkOl2Ta0iiKgveoUTjUrQNAyrVrhA35SC5ILAR+fn706NHDZF5qaiqvv/46+/bt0ygqIcybJNNCZCVlHhahdpna6G0MdbXSMm2ZbOzsqPD11+i8ygAQv2cP4VOnaRyVZRo3bhyLFy+mRYsWTJ8+Xa5DEOI+kkwLkZUk0xbBQe/A456GbtQuxlwkMiFS44hEUbD19qbCV1/duyBx4UKi1/6hcVSWJTU1lZCQEOP9oUOH0rVrV27fvq1tYEKYEUmmhchKaqYtRubgLQCHww9rGIkoSk4NGphekDhqFIknT2oYkWXR6/Vs3bqVESNGGOetXbuWevXqsWvXLg0jE8J8SDIthAmpmbYUDcpKMm0t3Hv2xO3FFwBQExO5+t77MkJiIbK1tWXy5MmsX7+eMmUMZTVXrlyhVatWfPnll6Sny694wrpJMi1EVop8JCxFvbL1jPcP35Rk2pIpikK50aNxqF0byBghcegw1DT5dakwPf3004SGhtKyZUsA0tLS+Pjjj3nuueeIiIjQODohtCOZgxBZSc20xXCzd8PfzR+Ak7dPEp8Sr3FEoijZ2NtT4euv0JUuDUDczp1EfPW1xlFZHl9fX7Zu3cqnn36KktH70YYNG5g+XUajFNZLkmkhsjLpGk+S6ZIus3U6VU3lWOQxbYMRRc62fHl8Z8wAnQ6AW3PnErN5s8ZRWR69Xs9nn33Gpk2bKFu2LPXq1WPMmDFahyWEZiSZFiIrGU7cotQvW994/0jEEQ0jEcXF+YkmeI8Ybpy+/n/BJJ0/r2FElqt9+/YcOXKEX3/9FQcHB5NlqdLnt7AikkwLYUJapi1J1rrp0IhQzeIQxcvj9ddxfeYZANLj4w0XJN6N0zgqy1SuXDmqVKliMu/EiRPUqFGDrVu3ahSVEMWrRCTTiYmJfPLJJ9jZ2dG3b99c1wsJCUFRlFxvlStXLtDzb9iwgXbt2uHm5oarqytBQUGsXLmyYC9GmDcp87Aoj5V6DA97DwBCw0NJl/fUKiiKQvkJn2EfEABA8vnzXA8OlsFGikFCQgLdu3fn3LlzPPXUU4wZM4Y0uRBUWDizT6a3bdtGnTp1+P7770lJSXng+nq9nurVq+d48/f3f+jnnzlzJs888wwBAQGcPn2aCxcu0KRJE15++WXGjh1bgFckzJqiYGydln6mSzxFUahbti4AMckxXIy+qG1AotjYODlRYdY32JQqBUDsn39y+8cfNY7K8iUkJODj4wOAqqqMHz+ep556imvXrmkcmRBFx6yT6aVLl9KtWzcGDx7MtGn5GybW19eXkydP5nj766+/Hur5jx07xrBhw2jcuDGzZ8/G29sbT09Ppk+fTps2bRg3bhx79uwpyEsT5iyzdVpasSxCXa+6xvtSN21d7CpVwufLycbp8OkziJNzdpEqXbo0GzZs4PPPP8fGxpBihISEUK9ePTbLxaDCQpl1Mu3n58fx48cZOHCgsQue4jR9+nTS0tLo379/tucfMGAAAFOmTCn2uEQRM16EKMm0JZBk2rqVatuWMgPfNUykpxP20VBSrl/XNigLZ2Njw8iRIwkJCcHX1xeAiIgIOnXqxCeffCIXJwqLY9bJdNOmTY0/F2lh7dq1ALRo0SLbsqCgIADWr18vJwZLk5lMS32tRQj0DESnGLpKk2TaOpUZNAjnzIFGbt/m6uDBpCcnaxyV5WvZsiWhoaE8k3ExqKqqTJw4kbZt23L16lWNoxOi8Jh1Ml0QCQkJjBgxgmrVquHo6Ii7uztBQUHMnTv3oYY8DQsLIzIyEjC0kN/P19cXOzs7EhMTOX36dKHFL8xBZpmHtlGIwuFk60Q1j2oAnIs6R2xyrMYRieKm6HT4TvkS24xW0sQj/3Jz0iSNo7IOZcqUYe3atXz55Zfo9XoAdu3axdmzZzWOTIjCY3HJdHh4ONHR0axdu5bo6GgOHz5MYGAgAwYMoHPnzvm6iBHgxo0bADg4OODo6JhtuaIouLu7m6ybk6SkJGJiYkxuwsxJy7TFqeNVBwAVlf9u/adxNEILOnd3fL/+CsXeHoCopcuIXr1a46isg42NDcOHD2f79u089thjjBkzhjZt2mgdlhCFxqKS6dq1axMSEsKcOXOoXr06dnZ2+Pn5MWfOHNq2bcv69evzXeMcH28YetjOzi7XdewzTsqZ6+Zk0qRJuLm5GW8VK1Z8iFckNGGsj5emaUuRtW7634h/NYxEaMkxMJByo0cbp6+PGUviqVMaRmRdmjVrxpEjR/jkk09M5qenp3Nd6thFCWZRybSnpyetW7fOcdmgQYMAmD9/fr4ey8nJCYDkPOrqkpKSTNbNSXBwMNHR0cbblStX8vX8QkPGlmlJpi1F7TK1jfePRhzVMBKhNfcXX8D95ZcAUBMTufrBB6TJL4bFxt3dHV3GcO+Zpk2bRmBgIGvWrNEoKiEejUUl03mpWrUqAOfOncszQc5Urlw5wDBgTEJCQrblqqoSFRUFQPny5XN9HHt7e1xdXU1uwtxl1kxLmYelqORaCVc7w2fv38h/ZfAOK+f96ac4BAYCkHLpMteCR8oxoZG9e/cycuRI7ty5Q9euXRkyZEi+vqOFMCdWk0xnvfgwP93s+fr6UqZMGQAuXLiQbXlYWBjJyck4OjoSkDHKlrAQUuZhcRRFobaXoXX6duJtwu6GaRyR0JKNvT2+X32FjZsbAHf/+ovb+fzVUhSu6tWr07VrV+P0zJkzCQoKyvF7VwhzZVHJdObgKjk5c+YMAP7+/tja2ubr8Tp37gwYrjy+386dOwF4+umnjVcoCwshg7ZYpKylHsduHdMwEmEO7Cr44jvlS+PnPXz6DOL27dM4Kuvj7u7OihUrmDVrlvEapf3791O/fn1+/fVXjaMTIn8sKpmOiIhg1apVOS6bNWsWAH379jWZHxsbS9euXenWrRt37941WTZ06FB0Oh3z5s3L9hPg3LlzARg+fHjhBC/MiJR5WCKTZDpCkmkBLq1aUebddwwTaWmGAV3Cw7UNygopisKgQYPYs2ePsSQzOjqal156iffee4/ExESNIxQibxaVTCuKwqZNmxgwYACnTp0iKSmJ8+fP079/f3bs2EHHjh0ZMWKEyTabNm1izZo1rFq1ik2bNpksCwwMZOrUqezdu5eBAwcSHh7O7du3GTZsGFu3bmXMmDE0bdq0OF+iKA4yAqJFCvQMNN6XlmmRqcygQTg3bw5AWmQk1z4aiioDcWmifv36HDx4kJ49exrnffvttzRv3lwu3hdmzeyTaUVRUBSFfv36AbBo0SLjvIULF5qsu337dqZOncrJkydp0aIFzs7ONGzYkNOnTzN37lzWr1+frau7Fi1aEBAQQI0aNWiZMUJWVoMHD2bdunWcPHmSqlWrUqlSJXbv3s2KFSsYO3ZsUb1soSVFWqYtkaejJ74uhkE7jt86Tlp6msYRCXOg6HT4TJ2CPuOi8/gDB4j46iuNo7Jerq6u/PLLL8yZMwcHBwcA4uLi8PDw0DgyIXKnqHIJc7GKiYnBzc2N6Ohoq+7ZY+2Ra7y/9DAAo56rxZtB2UeZ1MyX/hAfCe6VYLD0SWxJhoYMZfOlzQD81uU3Ajzk4mFhEH/4MJd6vw4ZrdIVvvuWUu3aaRyVdfv333/p06cPCxcupG7dug/eQAiNmH3LtLBsLS8cotvrHeHPP7UO5R5FgXOpMPm0ecUlHllgmSylHpEPKPXYvBkef1yOASvhVL8+3iPuXQNz7f+CSc5vaYEcK0WiTp06HDp0KFsiffHiRU6ePKlRVEJkJ8m00IxdagoTN82i9IUzMGAAZAyCo7k04I8EuJFkXnGJR/a45+PG+3kOK56U8d7/958cA1bEo3dvSnXsCEB6TAxhHw4m/UHvvRwrRer+rmyTk5Pp0aMHjRo1YsmSJRpFJYQpSaaFZvrv+w3f6AjDxMWLMG2apvEY/R0FURnVT+YUl3hkNT1rGu/n2TI9dSpcumS4L8eA1VAUhfKfT8CuUiUAEo8f5+akSXlvJMdKsZoxYwb79u0jLi6O3r1788YbbxAXF6d1WMLKSc10MZOaaYO1h67QskUt3BOzdEdYujSEh8N9Q80Wq7Q0KGUHCVkuPjSHuESh6fx7Zy7GXMTWxpa9vfZiq7uv3/m0NPDygjt37s2TY8CqJJ46xcXuPVAzWpl9pkzBrfNz2VeUY6XYxcXF8f7777NgwQLjvFq1arF8+XICAwPz2FKIoiMt00IbOh0/NO5GemafzooCQ4dq/wWk00Hr0vemzSUuUWhqedYCICU9hbNRZ7OvoNMZ3nPFzI5NUWwcqlen3OjRxunrY8aQdP589hXlWCl2zs7OzJ8/n59++glnZ2cAjh8/TuPGjVmwYIEMCy80Icm00MwPTV4gzM3LMFG5suFLyBy09QT3jC9Hc4pLFIqs/U3nWjc9bBhk/NQvx4B1cn/xBdy6dQNAjY8n7MMPSY+Pz76iHCua6N27NwcOHKB2bcNgTAkJCbzxxhu8/vrr2QZgE6KoSTItNJOst2Vkx/e47RcAc+aAvb3WIRnodfCcI3jbmVdcolBktkxDHsm0vb3hvQ8MlGPAipUbPQr7AEP3iUlnznJj/GfZV5JjRTM1atRg7969DBgwwDhvyZIlNG7cWOqoRbGSZFpoaodfA37/aRO0b691KPcoCvjrYehj5hWXKBQ1PWuiZJQXnbh1IvcVO3SAY8fkGLBiNo6O+H71FTZOTgBEr1pF1K+/ZV9RjhXNODo6Mnv2bJYuXUqpUqUAePbZZ40lIEIUB0mmhcgmsysmqb2zRM62zlRyNfwsf/rOaVLSUzSOSJgz+yp+lBs/3jh947PPSDx9WsOIRE569uzJoUOHeOutt5g4caLW4QgrI8m0EPcz5tKSTFuqzC7yUtJTOB+Vw4VlQmTh9tyzuPfoAYCamEjY4CGkSxmB2alatSo//PADdnZ2JvOXLVvGoUOHNIpKWANJpoXIRlqmLV2t0vfqpo/fOq5hJKKk8A7+P+xr1AAg+fx5ro8bJz1HlABHjhyhb9++NGvWjFmzZsl7JoqEJNNC3C+zmys56VqsrIO3nLidR920EBlsHByoMHOGsX46Zs1aon/LoX5amJUvv/ySpKQkkpOTef/993n55ZeJiorSOixhYSSZFuJ+SubHQpJpS1WjdA3j/ZO3T2oYiShJ7CpXpvyEez163PhsgtRPm7kFCxYwePBg4/Svv/5K/fr12bdvn3ZBCYsjybQQ2UjLtKVzs3fDx9kHgFO3T5Gupj9gCyEMXJ95BveeUj9dUtjZ2TFjxgxWr16Nh4cHABcvXiQoKIgZM2ZI2YcoFJJMC3E/RWqmrUFm63R8ajyXYy5rHI0oSbyDg03qp3Psf1qYlS5dunD48GGaNWsGQEpKCh999BHPP/88t2/f1jg6UdJJMi1ENpkt09pGIYpWDU8p9RAFY2Nvj++M6ff6n169mqjfV2kblHigSpUq8ffffzNixAjjvDVr1vD8889rF5SwCJJMC3E/aZm2CjU87iXTp+6c0jASURLZ+93X//T48SSdO6dhRCI/bG1tmTx5MuvWrcPT0xO9Xs+XX36pdViihJNkWohspGbaGshFiOJRuT33LO4vvwSAmpBgqJ9OTNQ4KpEfzzzzDKGhoSxZsoSmTZtqHY4o4SSZFuJ+0jJtFco5l6OUnWH44dO3pUcGUTDeI0diH1AVgKQzZ7j5uYy+V1JUqFCBHhmD8WRKS0ujd+/e7NixQ6OoREkkybQQ2UjLtDVQFMXYOh2eEM6thFsaRyRKIhtHR3xnzEBxcAAgasUKYtav1zgqUVATJkxgyZIltGnThs8//5z0dOnpRzyYJNNC3M/YMi0sXXWP6sb7p+9I67QoGPuqVSk3apRx+vqo0SRfuaJhRKIg0tLS+OeffwBIT0/n008/pVOnTty8eVPjyIS5k2RaiFxJy7Slq+ZRzXhfkmnxKNxe6IZr584ApMfFETbkI9TkZI2jEg9Dp9OxceNGxowZg5LRqPLnn39Sr149tm7dqnF0wpxJMi1ENlLmYS2qlZZkWhQORVEoN2YMtpUeAyDx2DHCp8/QOCrxsHQ6HWPHjmXLli2UK1cOgBs3bvDUU08xduxY0tLSNI5QmCNJpoW4n1yAaDWquldFp+gAw0iIQjwKnYszvtOno9jaAnB74ULu/v23xlGJgmjXrh2hoaG0b98eAFVVGTduHO3bt+f69esaRyfMjSTTQgirZa+zp7JrZQDORZ8jJT1F24BEiecYGEjZ4cON09f+L5iUm+EaRiQKytvbm40bN/L5559jY2NIl7Zt28a0adM0jkyYG0mmhchGyjysSYBHAACp6alcir6kcTTCEnj0fg2Xtm0BSLtzh2sjRqBKeUCJZGNjw8iRIwkJCcHX15c6derw2WcyfLwwJcm0EPczduYhybQ1yHoR4pmoMxpGIiyFoiiUn/g5em9vAOL37uXWDz9oHJV4FC1btuTw4cP8/vvvODo6mixLTU3VKCphLiSZFiIbaZm2Jpkt0yAXIYrCo/fwwGfKl5BRHhDxzSziDx3SOCrxKLy8vKhSpYrJvNOnTxMQEMB66VvcqkkyLcT95AJEq2LSMn1HWqZF4XFu0oQy775rmEhLI2zYMNJiYrQNShSaxMREunfvzsWLF3n22WcZMWIEKSly3YU1kmRaiGykZdqalHcuj7OtMwBno85qHI2wNGXefQfHRg0BSL12neujx6DKucUiJCUlUalSJeP0lClTaN26NZcvX9YwKqEFSaaFuJ+MgGhVFEWhqntVAMLuhhGXEqdxRMKSKHo9vl9+iY2bGwCxGzcStXKlxlGJwuDm5saqVauYMWMGthndIe7evZt69eqxZs0ajaMTxUmSaSFyJa1H1iIzmQY4F3VOw0iEJbL18aH8Z+ON0zc/n0jSOTnOLIGiKAwePJidO3dSuXJlAO7cuUPXrl0ZMmQIyTIKplWQZFqIbKTMw9pkvQhR6qZFUXDt0AH3nj0AUBMTCRs6jPSkJI2jEoWlcePGHD58mBdeeME4b+bMmQQFBXHhwgUNIxPFQZJpIe4nFyBanawt01I3LYqK98cfY1fVH4CkkyeJmD5d44hEYXJ3d2flypXMmjULOzs7AA4cOMA5+RXC4kkyLUQ2UjNtbfzd/Y33pcxDFBUbR0d8p01DyUi0bi/6ibvbt2sclShMiqIwaNAgdu/ejb+/P59++ilPPfWU1mGJIibJtBDC6nk6eOJu7w5Iy7QoWg7Vq2cbbjw1IkLDiERRaNCgAYcOHWL06NEm81VV5erVqxpFJYqKJNNC3C9rbx5SN20VFEUxtk5HJEQQnRStcUTCknm89iourVsDkHb7NteCR6Kmp2sclShsrq6u6PV6k3kzZ86kVq1a/O9//9MoKlEUSkQynZiYyCeffIKdnR19+/bNdb3KlSujKMoDbxcvXszX84aEhOT5OJlX7gpLI2Ue1ihr3fT56PMaRiIsnaIolJ80EZ1XGQDi/vmHO4sXaxyVKGoHDx7k448/JjY2lp49e/LOO++QkJCgdViiEOgfvIq2tm3bxoABA4iMjMzXyELlypXDLaM/z/uFhYVha2uLt7d3vp9fr9fj7++f4zJfX998P44ooVRV+p22EvfXTdcvW1/DaISl05cujc+kL7jy1lsAhE+dhtMTT+BQo4bGkYmiUr16dXr06MGSJUsAmDNnDrt372b58uVUr15d4+jEozDrZHrp0qW8++67TJw4EUdHR954440HbjNp0qQcW6+Tk5OpWLEir7/+Oo6OjvmOwdfXl5MnTz5M2KKkk+TZKvm7yUWIoni5BLWgdN++3F64EDUlhbBhw/BbuRIbBwetQxNFwMXFhZ9++om2bdvy3nvvkZCQwL///kvDhg2ZPXs2r732mtYhigIy6zIPPz8/jh8/zsCBA1HykeB07twZPz+/HJctW7aMyMhIBg4cWNhhCosmNdPWoop7FeN9uQhRFBevj4ZgX7MmAMlnzxH+5ZcaRySKkqIovPHGG+zfv5+aGe97XFwcvXv35s033yQ+Pl7jCEVBmHUy3bRpU3x8fPK9/jfffEPrjIs6clr23HPP5ZpsC3GPtExbI08HT9zsDSViUjMtiouNnR2+U6egZLRG3/llKbHbtmkclShqgYGB7N+/n379+hnnzZ8/n8aNG3P+vJx/ShqzTqYLy549ezhw4AAffPDBQ2+bkJDAiBEjqFatGo6Ojri7uxMUFMTcuXNJl6uvLZ/05mE1FEWhipuhdTo8Ppy7yXc1jkhYC3t/f7z/72Pj9PVPPiU1MlLDiERxcHZ2Zv78+fz00084OzsDhpLUMmXKaByZeFhWkUx//fXX1KpViyeffPKhtw0PDyc6Opq1a9cSHR3N4cOHCQwMZMCAAXTu3PmBF0UmJSURExNjchNmzqSkSJJpa5KZTANciJYhgEXxce/RA5e2bYGM7vJGjkSVf+atQu/evTlw4ACNGzdm+fLluLq6ah2SeEgWn0xfv36dlStX8t577z30trVr1yYkJIQ5c+ZQvXp17Ozs8PPzY86cObRt25b169czZcqUPB9j0qRJuLm5GW8VK1Ys6EsRxUbKPKxV1mT6XLRchCiKj6IolP98ArqMVsm47Tu48/MvGkclikuNGjXYu3cv9eub9iJ0+fJl/v33X42iEvll8cn07NmzcXJy4vXXX3/obT09PXOtwR40aBBgqHHKS3BwMNHR0cbblStXHjoOoSFpGbIqWS9ClJZpUdwM3eVNNE6HT5lC0lm5GNZa3N/RQkpKCj179uSJJ55g7ty58kuFGbPoZDo5OZk5c+bQr18/Yz1SYala1TDAw7lz50hOTs51PXt7e1xdXU1uArx2/c2mHwcSdOGw1qFkpyhwLhW+uwtbtmgdjShGfm73LlDOM5nevBkefxz+/LMYohLWxKVlSzx69wZATUoibPgI0vP4jjEhx6VFmTVrFrt37yYxMZEBAwbQq1cvKRU1UxadTC9fvpzw8HBjK3JhynrxYX667RNZJCVRZ8LHVI+8zMRNs7BJTtI6IlMpafBHAkSkw7uDIMnM4hNFprxzeRx0hl4Vck2mk5JgwAD47z/DXzk+RCErO/Qj7AMMDTZJJ04Q8dVXD95IjkuL8+6775rkL8uWLaNhw4YcPmyGjVBWzqKT6W+++Yann37a2Ir8sBo3bszs2bNzXHbmzBkA/P39sbW1LXCMVmnqVByvXwWgQnQ4tZfN0zig+2y8CFEZP6ddugTTpmkajig+NooNld0qA3Al9gopaTlcYDx1quG4ALh4UY4PUehsHBzwmTIFJeO75fb8BcTt2Zv3RnJcWhwHBwdmzZrFihUrjL9qnz17lqZNm/Ltt99K2YcZsdhkeu/evezbt4/3338/z/ViY2Pp2rUr3bp14+5d066wIiIiWLVqVY7bzZo1CyDH0RZFHtLSYNo0lIyTgA0qj/9vnmG+OUhLg01ZWiRV1fClZC7xiSLn52oo9UhT07gSe981DhnHr7GWXo4PUUQcatTAa/Bgw4Sqci04mLTcfuKX49KivfTSSxw+fJhGjRoBhhLW9957j+7duxMVFaVtcAKw4GT6m2++ISAggI4dO+a53qZNm1izZg2rVq1i06ZNJssURWHTpk0MGDCAU6dOkZSUxPnz5+nfvz87duygY8eOjBgxoihfhuXR6WDoUNSM0ph0FI71eMsw3xzodNApy8A+igJDh5pPfKLIZbZMA1yIua/UI+P4NXafKMeHKEKl+/XF6YknAEi9fp0b4z/LeUU5Li1elSpV2LlzJ4Mz/8ECVq5cScOGDaWO2gyYfTKtKAqKohhHCVq0aJFx3sKFC3Pc5ubNm6xYsYL33nvvgfXMLVq0ICAggBo1atCyZUuTZdu3b2fq1KmcPHmSFi1a4OzsTMOGDTl9+jRz585l/fr12NnZFcrrtCrDhpFQvgIAV93KcrTnWxoHdJ9OVcA947ipVMnwpSSsRmXXysb7OdZNDxtmOC4AKleW40MUGcXGBp8vJmFTqhQAMX/8QfQf63JeWY5Li2dnZ8eMGTNYtWoV7u7uAHTu3Fk6NjADiipFN8UqJiYGNzc3oqOjrfoDsOf7pXiM/j8+a9eftu+/yptBZjTM+8Ln4K9tsCkRFq2Gp5/TOiJRjE7cOkH3P7oD0NW/KxOCJmRfafNm+OgjmDED2rcv5giFtYn+Yx3Xhg0DwKZUKaqsWY1t+fLZV5Tj0mpcunSJSZMm8fXXX0ujnhkw+5ZpYZkimrem45vf8Y9f/QevrAV/PQx0gSfbaR2JKGaVXCsZ71+MuZjzSh06wLFjkrCIYuH23LO4PvssAOmxsVwLHomapUcpIzkurUalSpWYPXt2tkR62bJl7N69W6OorJck00LcT7o6tGpOtk54O3kDcCnmksbRCGFQbsxo9OXKARC/Zw93Fi/WOCJhbo4ePUq/fv1o1aoVU6ZMMenCVxQtSaaFyJNUQVmjzLrpqKQoohKjNI1FCACdqys+X0wyTodPmy6jIwoTM2bMIDExkdTUVEaMGEGXLl2IjIzUOiyrIMm0ENlkaZmWSwqsUtYePS7FSuu0MA/OTZtSuk8fANTkZMJGjEDN7+iIwuLNnTuX4OBg4/S6deuoV68eO3bs0DAq6yDJtBB5kmTaGpnUTUdf1C4QIe7j9dEQ7Kr6A5B0/AQR336ncUTCXOj1eiZOnMjGjRvx8vICICwsjLZt2zJx4kQp+yhCkkwLcT+pmbZ6WZNpqZsW5sTG3h7fL7+EjNERb/3wA/GHZHhpcU/Hjh0JDQ2lTZs2AKSlpfHJJ5/w9NNPEx4erm1wFkqSaSGEuI8k08KcOdSqhdegQYaJ9HSu/d//kR4Xp21Qwqz4+PiwZcsWxowZYxxvY/PmzXTu3FmGIS8CkkwLIcR9fFx80CmG0eMux17WOBohsvN8600c69UDIOXyZW5OmaJtQMLs6HQ6xo4dy5YtWyhXrhw6nY7p06c/cDA78fAkmRYiGznRWDtbG1t8XXwBQ8u0tOQIc6Po9fhM/gLF0RGAqGX/4+727RpHJcxRu3btCA0N5ZdffqFFixZah2ORJJkWIi+SRFmtx1wfAyAhNYGIhAiNoxEiO7tKlfD+eIRx+vonn5IWFaVdQMJseXt70717d5N5aWlpvPbaa2zZskWjqCyHJNNC3E9+AhOY1k1fjpFSD2Ge3Hv0wDkoCIDUiAhufDZB44hESTFp0iR+/vlnOnTowKhRo0hNTdU6pBJLkmkh8iQt09bqsVKPGe9L3bQwV4qiUP7zCdi4ugIQs24dMRs2aByVMHfp6ens3bsXAFVVmTBhAk8++SRhYWEaR1YySTItRDbSMi3ulXmAtEwL82br7U25UaOM0zfGjiNFukATebCxsWH16tV88cUX6HSGi623b99OvXr12CD/jD00SaaFyIvUTFutSqWylHlIy7Qwc67PPUupjh0BSIuO5sboMXLhrMiTjY0NH3/8Mdu3b6dixYoAREZG8swzz/Dxxx+TkpKicYQlhyTTQtxPaqYFUN6lPHpFD8CV2CsaRyNE3hRFodzYMejKlAHgbkgI0b/9rnFUoiRo3rw5hw8fpnPnzsZ5X375JW3atOHyZWlIyA9JpoXIk7TsWCu9jZ7yLuUBQzItrXzC3Ok9PCg/fpxx+ubEiaRIDazIB09PT1avXs306dPR6w2NCLt27WLq1KkaR1YySDItRDbSMi0MMi9CjEuJ43bibY2jEeLBSrVrh1u3bgCkx8Vx7ZNPUdPTNY5KlASKojBkyBB27txJ5cqVCQwM5IsvvtA6rBJBkmkh8iKtkVatYqmKxvtS6iFKCu+RwejLG35Vid+zhzvLlmkckShJmjRpwuHDh1m9ejVOTk4my5KTkzWKyrxJMi3E/aRmWmSQZFqURLpSpfD5/F5/0+FTppIsta/iIbi7u+Pv728y7+zZswQEBPD771KLfz9JpoUQIhcVSlUw3r8ae1XDSIR4OM7Nm+PeswcAakIC10aOlHIPUWBJSUn06NGDy5cv88ILL/DBBx+QlJSkdVhmQ5JpIYTIhbRMi5LMe/hwbCsY/iFMOHCQO4sXaxyRKKlSUlKoWrWqcfqbb76hefPmnD17VsOozIck00IIkYusLdOSTIuSxsbZmfITPzdOh0+fQdL5CxpGJEoqFxcXli1bxvfff4+9vT0Ahw4dokGDBixfvlzj6LQnybQQ2UjNtDBw1DtSxtHQb+/Vu1LmIUoe5yZN8OjdGwA1KYnrI0eipqVpHJUoiRRF4Z133mHv3r1Uq1YNgNjYWHr06ME777xDQkKCxhFqR5JpIYTIQwUXQ+t0ZEIkCanW+2UhSq6yHw3BtpKhm8eE0FBuL/pJ44hESVa3bl0OHjzIa6+9Zpw3Z84cmjZtyqlTpzSMTDuSTAuRF+kaz+plLfUIi5UBMETJY+PoiM/EicaeiiK++oqk8+c1jkqUZC4uLvz000/8+OOPODo6AnD06FEuXbqkcWTakGRaiPtJ13giC5MePaTUQ5RQTg0bUvr114GMco9gKfcQj0ZRFN544w327dtHzZo1CQ4OpkOHDlqHpQlJpoXIk7RMW7vMMg+AsLvSMi1KLq/BH2JXuTIACUeOcHvhIm0DEhbh8ccfZ//+/YwbN85kvqqqVtNSLcm0ENlIy7S4x9fF13hf+poWJZmNoyPlpdxDFAFnZ2f0er3JvG+++YZatWqxcOFCbYIqRpJMCyFEHkxqpqVlWpRwTg3qU7pPHwDU5GSuj/xEyj1EoQsNDWXYsGHEx8fTr18/+vTpw927d7UOq8hIMi2EEHnwcvRCb2NocZFkWlgCrw8/wK5SJUB69xBFo3r16vTt29c4/dNPP9G4cWOOHj2qXVBFSJJpIfIivXlYPZ2NDh9nH8CQTKtyTIgSzlDu8blpuccFGcxFFB5HR0fmzp3LL7/8gouLCwAnT56kSZMm/PDDDxZ3HpVkWoj7SW8e4j4+LoZkOi4ljpjkGI2jEeLROTVsiEdvQz/BalIS1z8dhZqernFUwtK88sorHDp0iHr16gGQmJjI22+/zauvvkpsbKy2wRUiSaaFEOIBsl6EKKUewlKUHTwY24oVAUg4eJA7S37WOCJhiQICAti9ezeDBg0yzlu6dCkNGjTg9OnTGkZWeCSZFkKIB5BkWlgiGycnyk+YYJwOnz6d5MuXNYxIWCoHBwdmzZrFihUrcHV1BSA9PR1vb2+NIysckkwLkSfLqusSBZNZ5gFw7e41DSMRonA5P9EEj16vAKAmJnJ91Ggp9xBF5qWXXuLQoUM0b96c//3vf7i5uWkdUqGQZFqIbKRmWpjK2jItybSwNGWHDsXWx/APY/zevUQtX6FxRMKS+fv7888//9CoUSOT+VevXmX//v0aRfVozDqZ3rp1K2+++SbVqlXDwcEBJycnatWqxfDhw4mIiMh1uyVLltC0aVNcXFzw8PCgQ4cObNu2rcBxbNiwgXbt2uHm5oarqytBQUGsXLmywI8nhChZyjuXN96XZFpYGhtnZ8pP+Mw4HT5lCinX5DgXRUe570L/1NRUXnnlFVq0aMHMmTNLXG8fZptMf/vttzz55JMcOHCA2bNnExERwZkzZ+jbty9fffUVtWvXzrFwfciQIfTu3ZtOnTpx9epVjh07RpkyZXjyySdZsGDBQ8cxc+ZMnnnmGQICAjh9+jQXLlygSZMmvPzyy4wdO7YQXqkQwtx5OWXpazpOaqaF5XFu3hy3l14EID0ujutjxpa4hEaUXHPnzuWff/4hJSWFIUOG0K1bN27fvq11WPlmtsl0QkICdnZ2/PHHH7Rr145SpUrh6+vLiBEj+Oijj7h58yYffvihyTYbNmxg5syZvPTSS4wdOxZ3d3d8fX1ZtGgRVatWZeDAgQ81TvyxY8cYNmwYjRs3Zvbs2Xh7e+Pp6cn06dNp06YN48aNY8+ePYX90oU5kS8TAdgoNsbW6et3r2scjRBFw3vECPRlywIQt2MH0atXaxyRsBb9+/dn2LBhxunVq1dTv379EpNjmW0yXa5cOV555RUqZnTbk1WXLl0A2LJlC2lZhkGdMmUKAG+//bbJ+ra2trzxxhskJiby9ddf5zuG6dOnk5aWRv/+/bP9JDFgwACT5xQWRPqZFjnIHLjlbspd6WtaWCSdqyvlsvzienPSF6TmUVIpRGGxtbVlypQp/PHHH3h6egJw+fJlWrZsydSpU0k384tizTaZfu2111i4cGGOyzKv/lQUxfgzVExMDH///TeKotCsWbNs2wQFBQGwZs2afMewdu1aAFq0aJHr461fv57U1NR8P6Yw1fLCIbq93hH+/FPrUEydS4Xv7sLWv7WORJiJ8i736qZzbJ3evBkef9z8jmUhHkKpdm1xffZZANKjo7kx4fP8byyfAfGInn32WUJDQ415V2pqKsOHD6dLly7cunVL4+hyZ7bJdF5OnjwJGBJavd5Qx3j06FHS09Px8vIyDl2ZVZUqVQA4d+4ccXFxD3yOsLAwIiMjAfDz88u23NfXFzs7OxITEy2m0/HiZpeawsRNsyh94QwMGABJSVqHZJCSBn8kQEQ6fDjcfOISmspsmYYcLkJMSjIcw//9Z17HshAF4P3JSHQeHgDEbtpEzObND95IPgOikFSoUIGQkBCCg4ON89atW0f9+vW5c+eOhpHlrkQm0z/99BOKojB69GjjvBs3bgBQunTpHLfxyDgxqKrKzZs3H/gcmY/n4OCAo6NjtuWKouDu7m6ybk6SkpKIiYkxuQmD/vt+wzc64yfEixdh2jRN4zH64wREZdRKX75iPnEJTZVzLme8fz3uvpbpqVMh83oMczqWhSgAfenSeH/6iXH6xvjPSIuKynsj+QyIQqTX65k4cSIbN27Ey8sLgK5duxpzOXNT4pLpjRs3smbNGj766CPatGljnB8fHw+AnZ1djtvZ29tnWzcvD3q8rI+Z1+NNmjQJNzc34y2nGnCrlJZG//2/Y5M5KIqqGk6+WWrgtYqLdSfvTZtLXEJzWQduMUmm09IMx4hqZseyEI/A9ZlncGnbFoC0yEhi//or95XlMyCKSMeOHQkNDWXgwIFMnTpV63ByVaKS6TNnztCnTx9efPFFJk+ebLLMyckJgOTk5By3Tcryk1Pmunl50ONlfcy8Hi84OJjo6Gjj7cqVKw98bmsQ4OPGsR5voWZe7KcoMHQo6HTaBqbTQb8X7o3bYi5xCc1Vdq3My9Ve5sMGH9K2Ytt7C3Q6wzFibseyEI9AURTKjR2DfY0aVJw3D/cXX8x9ZfkMiCLk4+PDt99+a9Ioam4UtYR0JHnp0iVat25Nw4YNWbp0abYW4507dxIUFETZsmVzLOO4du0avr6+KIpCbGwszs7OeT5fWFgYFSpUAAwtz/eXeqiqioODA8nJyRw/fpyaNWvm63XExMTg5uZGdHS0cXx6q5WUBDVqGH4S9PODEyfAHD4s5hqXMF9yzAgLpapqtt6sciSfAWHFSkTL9NmzZ2nVqhUtW7Zk+fLlOZZe1K5dGxsbGyIiInK8wPD8+fOAYRjLByXSYLjAsEyZMgBcuHAh2/KwsDCSk5NxdHQkICDgYV+SAMOJds4cCAw0/DWXE6+5xiXMlxwzwkLlK5EG+QwIq2b2yfTx48dp1aoVHTp0YNGiReiy/Gw0depUY9mEq6srrVu3RlVVdu/ene1xdu7cCdzrozo/OnfuDMCuXbtyfbynn37a2KOIKIAOHeDYMWjfXutITJlrXMJ8yTEjrJ18BoSVMutk+siRI7Rp04YXX3yRuXPnYmNjGu7w4cM5d+6ccXrEiBGAYVjKrFJSUliwYAEODg588MEHJstiY2Pp2rUr3bp14+7duybLhg4dik6nY968edmGVc18juHDhz/aixRCCCGEECWW2TapHjhwgA4dOpCUlERERASvvPLKA7fp1KkTH374IV999RXjx4/nww8/JC4ujhEjRnD69GnmzZtHpUqVTLbZtGmTcSCXTZs28WKWiywCAwOZOnUqQ4YMYeDAgYwbN87YXcvWrVsZM2YMTZs2LdwXLoQQQgghSgyzTaaXLFli7Jz7f//7X763mzlzJg0bNmTWrFlMnjwZvV5PkyZN2LJlC+3atcu2fosWLQgICECn09GyZctsywcPHky1atWYMmUKVatWRVVV6tSpw4oVK3jppZcK/gKFEEIIIUSJV2J687AU0puHEEIIIYTlMOuaaSGEEEIIIcyZJNNCCCGEEEIUkCTTQgghhBBCFJAk00IIIYQQQhSQJNNCCCGEEEIUkCTTQgghhBBCFJAk00IIIYQQQhSQJNNCCCGEEEIUkCTTQgghhBBCFJAk00IIIYQQQhSQJNNCCCGEEEIUkF7rAKyNqqoAxMTEaByJEEIIIYTIS6lSpVAUJc91JJkuZrGxsQBUrFhR40iEEEIIIUReoqOjcXV1zXMdRc1sKhXFIj09nWvXruXrP53CEBMTQ8WKFbly5coDDwZhSvZdwch+KxjZbwUj+63gZN8VjOy3gimp+01aps2QjY0NFSpUKPbndXV1LVEHrzmRfVcwst8KRvZbwch+KzjZdwUj+61gLHG/yQWIQgghhBBCFJAk00IIIYQQQhSQJNMWzt7enjFjxmBvb691KCWO7LuCkf1WMLLfCkb2W8HJvisY2W8FY8n7TS5AFEIIIYQQooCkZVoIIYQQQogCkmRaCCGEEEKIApJkWgghhBBCiAKSZFoIIYQQQogCkmTaQiUmJjJ+/HiqV6+Og4MD5cuXp3fv3ly4cEHr0DTXt29fFEXJ9TZ27Ngct1uyZAlNmzbFxcUFDw8POnTowLZt24o3+GKSmJjIJ598gp2dHX379n3g+hs2bKBdu3a4ubnh6upKUFAQK1euzHOba9eu8dZbb+Hr64uDgwNVq1YlODiYu3fvFtKr0EZ+911ISEiex2HlypVz3fbkyZP07NmTsmXL4ujoSGBgIJMnTyYlJaXwX1AR27p1K2+++SbVqlXDwcEBJycnatWqxfDhw4mIiMh1u4J8Hq15vy1cuDDP461Nmza5PteePXt47rnn8PT0xNnZmYYNGzJ37lxKav8FBw4cYPTo0QQFBRnPP5UqVeLZZ5/ljz/+yHU7az/PPex+s6pznCosTnx8vNq8eXPVxcVFXb58uRoXF6eGhoaqdevWVd3c3NTQ0FCtQ9RUnz59VE9PT7V69eo53r755pts2wwePFgF1DFjxqh37txRr169qr7yyiuqoijq/PnzNXgVRWfr1q1qQECA6uHhoQJqnz598lx/xowZKqC+/fbb6o0bN9TIyEh1yJAhxv2Vk9OnT6teXl5q9erV1X379qnx8fHq2rVrVXd3d7Vu3bpqVFRU4b+wYvAw+27btm2qXq/P9Ths165djtvt2rVLdXJyUps3b64eP35cjYuLUxcuXKja29ur7du3V5OTk4vo1RW+WbNmqYBap04d9a+//lJjYmLUq1evqpMnT1ZtbW1Vb29v9dSpU9m2K8jn0dr324IFC1RHR8dcj7fevXvn+Fy//vqrqtPp1K5du6oXL15UY2Ji1MmTJ6uKoqh9+/Ytjpdb6Ly9vVV7e3t19uzZ6s2bN9W7d++q27dvV2vXrq0C6qhRo7JtI+e5h99v1nSOk2TaAo0YMUIF1FmzZpnMP3v2rKrT6dTAwEA1NTVVo+i016dPn1xPfjlZv369CqgvvfSSyfzk5GQ1ICBAdXBwUC9evFjIUWrjl19+Ud3c3NRvv/1WnT9//gMTwqNHj6o6nU5t3Lixmp6ebrKsTZs2KqDu3r0723ZNmzZVFUVR//33X5P5CxYsUAH1nXfeKZTXU5wedt9t27ZNrVSp0kM9R0JCglqpUiXV2dlZvXHjhsmyMWPGqID6xRdfFCB6bUyZMkW1s7NTL1++nG3Zxx9/rAJqp06dTOYX5PMo+83w2WrduvVDPc/NmzfVUqVKqRUrVlTj4+NNlvXp00cF1GXLlj10/Frz9vZWx40bl23+gQMHVEC1t7c3eb1ynjN42P1mTec4SaYtTFxcnOrs7Kza2dmpsbGx2ZZ37NhRBdQ1a9ZoEJ15eNhkum3btiqgbt68OduySZMmqYD60UcfFWKE2tm9e7caFhamquq9E35eCWG/fv1UQJ07d262ZUuXLlUB9YUXXjCZ//fff6uA2rx582zbJCYmqq6urqqtra1669atR3sxxexh911BvmgWLVqkAmqvXr2yLbt27ZoKqGXLli0x/ywvXrw41320c+dOFVD1er3J6ynI51H2W8GS6XHjxqmAOnLkyGzLdu/erQJqgwYNHuoxzcH27dvVyMjIbPNjY2NVQAXU27dvG+fLec7gYfebNZ3jpGbawmzdupW4uDjq1q2Li4tLtuVBQUEArFmzprhDK5FiYmL4+++/URSFZs2aZVtuafuzadOm+Pj45Hv9tWvXAtCiRYtsyzL3zfr160lNTTXOz9xXOW1jb29P48aNSUlJYcOGDQ8Vu9Yedt8VRF77rnz58vj7+xMeHs6ePXuKNI7C8tprr7Fw4cIcl7m5uQGgKIqxNregn0dr328Fldd+a9SoEQ4ODhw6dIiwsLBHep7i1rJlSzw9PbPN37VrF2B4bR4eHsb5cp4zeNj9VhAl9bMqybSFOXLkCAB+fn45Lq9SpYrJetYqNDSULl264OPjg729Pb6+vvTs2ZMDBw6YrHf06FHS09Px8vLK8Z+TzP157tw54uLiiiV2cxEWFkZkZCSQ8/Hm6+uLnZ0diYmJnD592jhfjtF7EhISGDFiBNWqVcPR0RF3d3eCgoKYO3cu6enp2da3pn138uRJwJCs6PV6oOCfR2vfb5kiIyN555138PPzw97eHk9PT9q3b8+KFSuyPU5aWhr//fcfkPN+0+v1VKxYESjZ+y0tLY1r166xePFi+vbtS8OGDVm2bJlxuZzncvag/ZbJWs5xkkxbmBs3bgBQunTpHJdn/teYuZ612rFjB127duXo0aNER0ezZMkSjh07RrNmzVi0aJFxvfzuT1VVuXnzZtEHbkYy942DgwOOjo7ZliuKgru7u8m6We/LMQrh4eFER0ezdu1aoqOjOXz4MIGBgQwYMIDOnTtnu3LdmvbdTz/9hKIojB492jivoJ9Ha99vmU6cOEGZMmUICQkhNjaWHTt24OLiQvfu3Xn77bdN1o2KiiIxMRGw7P2W2ZjSr18/nn/+edavX4+/v79xuZzncvag/ZbJWs5xkkxbmPj4eADs7OxyXG5vb2+ynjUaMmQI+/bt480338TT0xMHBwfatm3L6tWrAXj77beNXQjmd39mXddaPGjfQM7HmxyjBrVr1yYkJIQ5c+ZQvXp17Ozs8PPzY86cObRt25b169czZcoUk22sZd9t3LiRNWvW8NFHH5l02VbQz6O17zeAp556it27dzNhwgQqVaqEnZ0dtWrVYsWKFQQEBPDDDz/wyy+/GNfPui8seb+lpqYSERHBhg0b2Lt3L1WrVmXx4sXG5XKey9mD9htY1zlOkmkL4+TkBEBycnKOy5OSkkzWs0Z169bN8T9of39/OnXqRHJyMj///DOQ//2ZdV1r8aB9Azkfb3KMGnh6etK6desclw0aNAiA+fPnm8y3hn135swZ+vTpw4svvsjkyZNNlhX082jt+w2gQoUKNGnSJNt8vV7PgAEDANPjLeu+sOT9BlCmTBnat2/Ptm3bcHFxoU+fPsY+y+U8l7u89htY1zlOkmkLU65cOQBu376d4/I7d+4AhkJ+kV3VqlUBw8+hkP/9qSgK3t7exRCh+cjcN4mJiSQkJGRbrqoqUVFRgOnxJsfog2Ueh+fOnTP5UrH0fXfp0iXat29PUFAQv/zyCzqdzmR5QT+P1r7fHuT+8x6Au7s7Dg4OgOXut/u5urry6quvoqoq33//PSDnufzIab89iKWd4ySZtjD16tUDyHWkw/PnzwNQp06d4gqpRMm8IEJRFMDwM5WNjQ0RERE5XmCYuT/9/f1xdnYuvkDNgK+vL2XKlAFyPt7CwsJITk7G0dGRgIAA43w5Rh8s64U5mcciWPa+O3v2LK1ataJly5YsX748x595C/p5tPb99iD3n/cAdDodjz/+OJDzfktNTeXKlStAydxvucm88O3ixYuAnOfy6/799iCWdo6TZNrCtG3bFmdnZ/79998cv2x27twJQJcuXYo7NLOwa9cuypUrZ/zv9n5nzpwBoEaNGoDhP+7WrVujqiq7d+/Otr6178/OnTsD97pGyipz3zz99NMmvQrktU1ycjL79+/H1taWp59+uihCNhuNGzdm9uzZOS7LPA79/f2xtbU1zs9r3924cYNz585RtmxZmjZtWgQRF53jx4/TqlUrOnTowKJFi0xaVqdOnWpM2gr6ebT2/QaGFr9169bl+Dj3n/cy5bXfDh48SGJiIg0aNMDX1/eRX0txWbx4MWXKlMm128Br164BmHQBJ+e5gu03qzrHadO9tShKmSNgffvttybzz507p+r1eqseAXHbtm0qoC5dujTbslOnTqk6nU61tbVVz58/b5y/YcMGFVBffvllk/WTk5PV6tWrW9QIiFnlZ+CRY8eOqTqdTn3iiSeyjQzWrl27B44MduzYMZP5mR32l7SRwe6Xn31XqVIltWPHjjkua9mypQqon332mcn8zNHBXFxc1Js3b5osyxxgwxxHB8tLaGio6uXlpb733nvZjiFVVVVA3bZtm3G6IJ9H2W+G6QEDBmRbLzk5Wa1SpYoKqIsXLzZZljkC4mOPPaYmJCSYLMscyKSkjYCY+dncunVrtmXx8fGqv7+/Cqjfffedcb6c5wq236zpHCfJtAWKj49XmzVrppYqVUpduXKlGh8frx45ckStV6+e6urqqoaGhmodomZCQkJUQC1durS6YMEC9caNG2pCQoK6detWtWbNmqpOp1PnzZuXbbsPP/xQBdRx48apUVFRalhYmPrqq6+qiqKoP/74owavpOjlJyFUVVWdMWOG8Yvh5s2b6q1bt9ShQ4eqQK4jTZ4+fVr18vJSa9SooR44cEBNSEhQ//jjD9XDw0OtU6eOGhUVVfgvqBjlZ99VrlxZBdS3335bPXnypJqYmKieO3dOfeutt1RA7dixo5qUlJRtu507d6qOjo5qUFCQeuLECTU+Pl5dtGiRam9vrz711FNqcnJyEb6ywrV//37Vw8NDdXJyUnv06JHj7f6kUFUL9nm09v0GqIqiqJ9++ql64cIFNSkpSf3vv//ULl26qIDar1+/HJPylStXqjqdTu3WrZt66dIlNSYmRp0yZYqqKMoDzw3maOHChSqglitXTl20aJF67do1NTY2Vt21a5faunVrFVCffvppNSUlxWQ7az/PFWS/WdM5TpJpC5WQkKCOHTtWDQgIUO3t7dWyZcuqr776qnru3DmtQ9NUenq6un37dnXQoEFqrVq1VEdHR9XW1latWLGi2qtXL3X//v25bvvTTz+pTZo0UZ2cnFRXV1f1qaeeUv/6669ijL54kDEsbE63BQsW5LjNunXr1DZt2qilSpVSXVxc1ObNm6srVqzI83muXr2qvvnmm2r58uVVOzs71c/PT/3444/V2NjYInhVxeNh9t3ly5fVqVOnqq1atVI9PT1VnU6nuru7q61atVLnzp2rpqWl5fo8J06cULt3766WKVNGtbe3V2vWrKlOmjTJLL9k8pKZFD/odn8yraoF+zxa8347efKkOm7cOLVJkyaqm5ubqtPp1DJlyqgdOnRQly9fnufz7d69W33mmWdUd3d31dHRUa1fv746e/bsHJNvc5eSkqJu2LBB7devnxoQEKA6Ojqqer1e9fLyUtu3b68uXLgw18+eNZ/nCrLfrOkcp6jqI443KoQQQgghhJWSCxCFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCPLTWrVtTpUqVPNdZsmQJiqIYbwsXLszXY1euXNlku6w3W1tbfH196dmzJwcPHiyEVyKEEI9GkmkhhBAPJSIigp07d9KtW7c813vttddQVZUxY8Y81ONfvHgRVVWN0xcuXEBVVVRV5dKlSwQHB7NmzRqeeOIJfv311wK9BiGEKCySTAshhHgoq1evJi0t7YHJdFHw8fHhvffe49NPPyUtLY0BAwaQkpJS7HEIIUQmSaaFEKIE+Pnnn3nqqacoU6YMOp0uxxKIl156qVhi+f333/H29qZ58+bF8nw56dChAwC3bt3i6NGjmsUhhBCSTAshhBlLT0+nR48evPbaa/zzzz80bNiQl19+mQoVKmRbt169ekUeT2xsLH/99Rddu3bFxqbgXyF9+/bN9s9ASEjII8WWlJTEggUL6NKlC35+ftjb2+Pl5UWXLl3YvXv3Iz22EELkRpJpIYQwY5999hnLly+nZs2anDhxgk2bNrFs2TJOnz7NE088AcC4ceNISEggODi4yONZt24dSUlJvPDCC4/0OPPnz6d///40bNiQW7duoaoqbdq0yff2mzdvBqBMmTLUrl0bMNRWv/HGGzg7O7Nlyxaio6P5+++/0ev1tGzZ0riNEEIUJkmmhRDCTN28eZNJkyZhZ2fH8uXL8fPzMy5zdHTkjTfeAGDnzp04ODig0+mKPKbff/8dNzc32rVrV+DHSEtLo2/fvhw7doy//vqL0qVL53vb69evM2vWLCZMmIBOp2P27NnY2toC4ODgQPPmzVm0aBH+/v44ODhQq1Ytli1bRunSpfn4448LHLMQQuRGr3UAQgghcrZ48WKSkpJ46623ePzxx7Mtr1mzJgB37twplniSkpJYv349Xbp0MSawDyslJYVXX32V8PBwNm/ejIuLywO3yfpPhE6no2zZsnTu3Jnhw4fTqFEj47LKlSuzc+fObNvb2dlRo0YNduzYQWxsLKVKlSpQ7EIIkRNJpoUQwkxt2bIFINeSiqioKAC8vLyKJZ4///yTu3fvFrjEIzk5mZdeeok1a9bw+eef5yuRBkP5RuXKlfO17t69e5k6dSoHDx7k6tWr2Xr6uHPnjiTTQohCJWUeQghhpjJ7qWjSpEmOy/fv3w9g0jq7YMGCHHv6qF69ep7L8uO3337D0dGRTp06Fej1BAcHk5qaiqOjI+PGjSM0NLRAj5Ob//3vfzRr1ozDhw8zb948bt++beyfunXr1oDhgk4hhChM0jIthBBmKjIyEgBXV9ccl//+++8APPfcc8Z5HTp0MOm54uzZs7z55pt07949z2UPkpaWxtq1a+nQoQPOzs4Fej1t2rRh+fLlzJkzh0GDBvHaa69x8OBB7O3tC/R49xs9ejSqqjJt2rRHqukWQoiHIcm0EEKYKVdXVyIjIzl79qyxPjrT/PnzOXbsGM2bN6dx48bG+b6+vvj6+gIQFhbGK6+8wquvvsr48eNRFCXXZQ+yY8cOIiMjH2mgls6dO6PT6Rg4cCDr1q1j/fr1BAcHM3369AI/ZlYXLlwAoFq1atmWJSQkFMpzCCHE/aTMQwghzFSrVq0AQ/d4WcsTNm/ezODBg3FycuK7777LcdvIyEjat29Pw4YN+eGHH1AUJV/LcvPbb7+h1+vp3LnzI74qg/nz5+Pl5cXMmTPZtm1boTzmY489BsCRI0dM5t++fZv//vuvUJ5DCCHuJ8m0EEKYqbFjx+Lk5MTSpUsJDAykV69eNGvWjI4dO2JjY8Nvv/1G3bp1s20XExNDp06dqFixIr/88otJl3l5LcvLqlWraN269UN1Y5cXb29v5s2bh6qq9OnTx3gx5aMYPnw4AMOGDWPz5s3ExcVx/PhxXn75ZeLj4x/58YUQIieSTAshhJmqXbs2//zzD8899xw3b97k119/JSIigvfff5+jR4/SsWPHbNskJCTQuXNn7Ozs+O2337Czs8vXsrzs37+fK1euPHSJR0hICIqiMG7cOAD69etnbAUfO3YsXbt2BeDKlSt4eHgYe+yoXLmySWu5n58fiqIwduzYPJ9vwIAB/Pbbbzz22GN0794dLy8vevfuTffu3WnZsqXxsR5mcBghhHgQRVVVVesghBBCPLqUlBSef/55rl69yt9//427u3u+lj3IyJEj+eKLL7h69So+Pj6FH7gQQpRgkkwLIYSF6NevH7/++iuLFy/G29vbON/Ly4sJEybkuszf3z/Px61ZsyZubm7s2bOnyGIXQoiSSpJpIYSwAKqqUqpUKeLi4rItGzFiBN9++22uyyZPnlwcIQohhEWSZFoIIYQQQogCkgsQhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCggSaaFEEIIIYQoIEmmhRBCCCGEKCBJpoUQQgghhCig/wcKB6qimAd8IAAAAABJRU5ErkJggg==",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig, ax = plt.subplots()\n",
+ "print(K0,tan_ds,gamma)\n",
+ "for r in [0.5,1,3,10]:\n",
+ " ax.plot(sigma(r,K0,tan_ds,gamma,z),z,label=r'$r = %.1f$ m' %r)\n",
+ " ax.plot(integrate_stress(z_steps,r,K0,tan_ds,gamma),z_steps,ls='',marker='d',color='red',markersize=3)\n",
+ " print(integrate_stress(z_steps,r,K0,tan_ds,gamma)[-1])\n",
+ "ax.plot(gamma*z,z,ls='--',color='black',label=r'$\\gamma z$ (no silo effect)')\n",
+ "ax.set_xlabel(r'$\\sigma_{zz}$ / kPa')\n",
+ "ax.invert_yaxis()\n",
+ "ax.set_ylabel(r'$z$ / m')\n",
+ "ax.legend();"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "**Tasks**\n",
+ "\n",
+ "This model has some practical advantages now compared to the analytical solution. Can you think of any?"
]
- },
- "metadata": {},
- "output_type": "display_data"
}
- ],
- "source": [
- "fig, ax = plt.subplots()\n",
- "for r in [0.5,1,3,10]:\n",
- " ax.plot(sigma(r,K0,tan_ds,gamma,z),z,label=r'$r = %.1f$ m' %r)\n",
- " ax.plot(integrate_stress(z_steps,r,K0,tan_ds,gamma),z_steps,ls='',marker='d',color='red',markersize=3)\n",
- "ax.plot(gamma*z,z,ls='--',color='black',label=r'$\\gamma z$ (no silo effect)')\n",
- "ax.set_xlabel(r'$\\sigma_{zz}$ / kPa')\n",
- "ax.invert_yaxis()\n",
- "ax.set_ylabel(r'$z$ / m')\n",
- "ax.legend();"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "**Tasks**\n",
- "\n",
- "This model has some practical advantages now compared to the analytical solution. Can you think of any?"
- ]
- }
- ],
- "metadata": {
- "celltoolbar": "Edit Metadata",
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.12.3"
+ ],
+ "metadata": {
+ "celltoolbar": "Edit Metadata",
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.3"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
+ }
},
- "widgets": {
- "application/vnd.jupyter.widget-state+json": {
- "state": {},
- "version_major": 2,
- "version_minor": 0
- }
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file
diff --git a/06_soil_column_FEM.ipynb b/06_soil_column_FEM.ipynb
index c947a68..32366e8 100644
--- a/06_soil_column_FEM.ipynb
+++ b/06_soil_column_FEM.ipynb
@@ -204,7 +204,7 @@
"source": [
"plt.xlabel(r'$z$')\n",
"plt.ylabel(r'element ID')\n",
- "plt.title('Finite element mesh')\n",
+ "plt.title(r'Finite element mesh')\n",
"for i,elem in enumerate(elements):\n",
" if (i==0):\n",
" plt.plot(elem._line_element__coords,[i]*elem._line_element__nnodes, 'bs-', label=r'elements')\n",
@@ -673,7 +673,7 @@
"source": [
"K, f = global_assembler(nodes,elements,solution)\n",
"plt.spy(K,marker='.')\n",
- "plt.title('sparsity pattern')\n",
+ "plt.title(r'sparsity pattern')\n",
"plt.tight_layout()"
]
},
@@ -733,7 +733,7 @@
"source": [
"plt.ylabel(r'$z$ / m')\n",
"plt.xlabel(r'$-u_z$ / mm')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(-solution*1e3, nodes, 'ro-', label=r'FEM')\n",
"plt.plot(reference_solution*1e3, reference_z, ls='--', color='black', label=r'analytical')\n",
"plt.legend();"
@@ -767,7 +767,7 @@
"source": [
"plt.ylabel(r'$z$ / m')\n",
"plt.xlabel(r'$-u_z$ / mm')\n",
- "plt.title('Mesh convergence')\n",
+ "plt.title(r'Mesh convergence')\n",
"for i in [3,5,11]:\n",
" number_of_elements = i\n",
" nodes_per_element = 2\n",
diff --git a/06_soil_column_FEM_HM.ipynb b/06_soil_column_FEM_HM.ipynb
index 0a97c5b..84d8bd0 100644
--- a/06_soil_column_FEM_HM.ipynb
+++ b/06_soil_column_FEM_HM.ipynb
@@ -352,7 +352,7 @@
"source": [
"plt.xlabel(r'$z$')\n",
"plt.ylabel(r'element ID')\n",
- "plt.title('Finite element mesh for $u$')\n",
+ "plt.title(r'Finite element mesh for $u$')\n",
"for i,elem in enumerate(elements_u):\n",
" if (i==0):\n",
" plt.plot(elem._line_element__coords,[i]*elem._line_element__nnodes, 'bs-', label=r'elements')\n",
@@ -383,7 +383,7 @@
"source": [
"plt.xlabel(r'$z$')\n",
"plt.ylabel(r'element ID')\n",
- "plt.title('Finite element mesh for $p$')\n",
+ "plt.title(r'Finite element mesh for $p$')\n",
"for i,elem in enumerate(elements_p):\n",
" if (i==0):\n",
" plt.plot(elem._line_element__coords,[i]*elem._line_element__nnodes, 'bs-', label=r'elements')\n",
@@ -1006,7 +1006,7 @@
"K, f = global_assembler(elements_u,elements_p,solution,solution*1.1,0.5)\n",
"plt.imshow(K, cmap='turbo',alpha=np.where(K==0,0.,1.))\n",
"plt.colorbar()\n",
- "plt.title('sparsity pattern')\n",
+ "plt.title(r'sparsity pattern')\n",
"plt.tight_layout()"
]
},
diff --git a/06_soil_column_FEM_LD.ipynb b/06_soil_column_FEM_LD.ipynb
index ef779dd..d08304f 100644
--- a/06_soil_column_FEM_LD.ipynb
+++ b/06_soil_column_FEM_LD.ipynb
@@ -445,7 +445,7 @@
"source": [
"plt.ylabel(r'$z$ / m')\n",
"plt.xlabel(r'$u_z$ / mm')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(solution*1e3, nodes, 'ro-', label=r'FEM')\n",
"#plt.plot(reference_solution*1e3, reference_z, ls='--', color='black', label=r'load-free, small strain')\n",
"plt.legend();"
diff --git a/07_Terzaghi_1D_consolidation.ipynb b/07_Terzaghi_1D_consolidation.ipynb
index 753644c..2441276 100644
--- a/07_Terzaghi_1D_consolidation.ipynb
+++ b/07_Terzaghi_1D_consolidation.ipynb
@@ -531,7 +531,7 @@
"source": [
"plt.xlabel(r'$z$ / m')\n",
"plt.ylabel(r'$p$ / kPa')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(nodes, sols[0]/1.e3, marker='o', label=r'$t = %i$ d' %(times[0]/60/60))\n",
"plt.plot(nodes, sols[1]/1.e3, marker='o', label=r'$t = %i$ d' %(times[1]/60/60/24))\n",
"plt.plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
@@ -589,7 +589,7 @@
" ax[i][j].plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('$\\mathrm{d}t = %i$ h, $n_\\mathrm{el} = %i$, $\\mathrm{Ne} = %.1f$' %(dt/3600,nel,(H/nel)**2/(2*dt*ConsolidationCoeff(0))))\n",
+ " ax[i][j].set_title(r'$\\mathrm{d}t = %i$ h, $n_\\mathrm{el} = %i$, $\\mathrm{Ne} = %.1f$' %(dt/3600,nel,(H/nel)**2/(2*dt*ConsolidationCoeff(0))))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
@@ -635,7 +635,7 @@
" ax[i-2][k].plot(nodes, sols[0]/1.e3, ls = '--', color='black', label=r'$t = %i$ d' %(times[0]/60/60/24))\n",
" ax[i-2][k].set_xlabel(r'$z$ / m')\n",
" ax[i-2][k].set_ylabel(r'$p$ / kPa')\n",
- " ax[i-2][k].set_title('%i nodes per element, $\\mathrm{Ne} = %.1f$' %(i,(H/number_of_elements)**2/(2*dt*ConsolidationCoeff(0))))\n",
+ " ax[i-2][k].set_title(r'%i nodes per element, $\\mathrm{Ne} = %.1f$' %(i,(H/number_of_elements)**2/(2*dt*ConsolidationCoeff(0))))\n",
" ax[i-2][k].legend(fontsize=10)\n",
" ax[i-2][1].set_xlim(7,10)\n",
" ax[i-2][1].set_ylim(bottom=150)\n",
diff --git a/07b_Terzaghi_1D_consolidation_explicit.ipynb b/07b_Terzaghi_1D_consolidation_explicit.ipynb
index 65910e0..e6dd77d 100644
--- a/07b_Terzaghi_1D_consolidation_explicit.ipynb
+++ b/07b_Terzaghi_1D_consolidation_explicit.ipynb
@@ -521,7 +521,7 @@
"source": [
"plt.xlabel(r'$z$ / m')\n",
"plt.ylabel(r'$p$ / kPa')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(nodes, sols[0]/1.e3, marker='o', label=r'$t = %i$ h' %(times[0]/60/60))\n",
"plt.plot(nodes, sols[1]/1.e3, marker='o', label=r'$t = %i$ h' %(times[1]/60/60))\n",
"plt.plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ h' %(times[10]/60/60))\n",
@@ -578,7 +578,7 @@
" ax[i][j].plot(nodes, sols[-1]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
diff --git a/07c_Terzaghi_1D_consolidation_CN.ipynb b/07c_Terzaghi_1D_consolidation_CN.ipynb
index 5123f01..ff02af6 100644
--- a/07c_Terzaghi_1D_consolidation_CN.ipynb
+++ b/07c_Terzaghi_1D_consolidation_CN.ipynb
@@ -502,7 +502,7 @@
"source": [
"plt.xlabel(r'$z$ / m')\n",
"plt.ylabel(r'$p$ / kPa')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(nodes, sols[0]/1.e3, marker='o', label=r'$t = %i$ h' %(times[0]/60/60))\n",
"plt.plot(nodes, sols[1]/1.e3, marker='o', label=r'$t = %i$ h' %(times[1]/60/60))\n",
"plt.plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ h' %(times[10]/60/60))\n",
@@ -556,7 +556,7 @@
" ax[i][j].plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
diff --git a/07d_Terzaghi_1D_consolidation_mass_lumping.ipynb b/07d_Terzaghi_1D_consolidation_mass_lumping.ipynb
index 863a9f6..c34fd95 100644
--- a/07d_Terzaghi_1D_consolidation_mass_lumping.ipynb
+++ b/07d_Terzaghi_1D_consolidation_mass_lumping.ipynb
@@ -537,7 +537,7 @@
"source": [
"plt.xlabel(r'$z$ / m')\n",
"plt.ylabel(r'$p$ / kPa')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(nodes, sols[0]/1.e3, marker='o', label=r'$t = %i$ d' %(times[0]/60/60))\n",
"plt.plot(nodes, sols[1]/1.e3, marker='o', label=r'$t = %i$ d' %(times[1]/60/60/24))\n",
"plt.plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
@@ -633,7 +633,7 @@
" #\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
@@ -718,7 +718,7 @@
" #\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].text(1.5,100,'$C_\\mathrm{V} = %.2e$ m/s²' %ConsolidationCoeff(1.5))\n",
" ax[i][j].text(6.5,100,'$C_\\mathrm{V} = %.2e$ m/s²' %ConsolidationCoeff(6.5))\n",
" ax[i][j].legend(fontsize=10)\n",
diff --git a/07e_Terzaghi_1D_consolidation_mass_lumping_FIC_stabilization.ipynb b/07e_Terzaghi_1D_consolidation_mass_lumping_FIC_stabilization.ipynb
index 2dff7d7..8fc07d6 100644
--- a/07e_Terzaghi_1D_consolidation_mass_lumping_FIC_stabilization.ipynb
+++ b/07e_Terzaghi_1D_consolidation_mass_lumping_FIC_stabilization.ipynb
@@ -575,7 +575,7 @@
"source": [
"plt.xlabel(r'$z$ / m')\n",
"plt.ylabel(r'$p$ / kPa')\n",
- "plt.title('Finite element solution')\n",
+ "plt.title(r'Finite element solution')\n",
"plt.plot(nodes, sols[0]/1.e3, marker='o', label=r'$t = %i$ d' %(times[0]/60/60))\n",
"plt.plot(nodes, sols[1]/1.e3, marker='o', label=r'$t = %i$ d' %(times[1]/60/60/24))\n",
"plt.plot(nodes, sols[10]/1.e3, marker='o', label=r'$t = %i$ d' %(times[10]/60/60/24))\n",
@@ -670,7 +670,7 @@
" #\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
@@ -728,7 +728,7 @@
" #\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].legend(fontsize=10)\n",
"fig.tight_layout()"
]
@@ -813,7 +813,7 @@
" #\n",
" ax[i][j].set_xlabel(r'$z$ / m')\n",
" ax[i][j].set_ylabel(r'$p$ / kPa')\n",
- " ax[i][j].set_title('dt = %i h, nel = %i' %(dt/3600,nel))\n",
+ " ax[i][j].set_title(r'dt = %i h, nel = %i' %(dt/3600,nel))\n",
" ax[i][j].text(1.5,100,'$C_\\mathrm{V} = %.2e$ m/s²' %ConsolidationCoeff(1.5))\n",
" ax[i][j].text(6.5,100,'$C_\\mathrm{V} = %.2e$ m/s²' %ConsolidationCoeff(6.5))\n",
" ax[i][j].legend(fontsize=10)\n",
diff --git a/08_coupled_problems.ipynb b/08_coupled_problems.ipynb
index e74ee68..78a099e 100644
--- a/08_coupled_problems.ipynb
+++ b/08_coupled_problems.ipynb
@@ -517,7 +517,7 @@
" ax[1][0].set_xlabel(r'time step')\n",
" ax[1][0].set_ylabel(r'number of iterations')\n",
" ax[1][1].legend()\n",
- " ax[1][1].set_title('monolithic --; staggered __')\n",
+ " ax[1][1].set_title(r'monolithic --; staggered __')\n",
" plt.show()"
]
},
diff --git a/2D_Adv_Diff.ipynb b/2D_Adv_Diff.ipynb
index fcf4433..f513620 100644
--- a/2D_Adv_Diff.ipynb
+++ b/2D_Adv_Diff.ipynb
@@ -598,7 +598,7 @@
" ax[figs].set_xlabel(r'$x$')\n",
" ax[figs].set_ylabel(r'$y$')\n",
" ax[figs].set_aspect('equal')\n",
- " fig.suptitle('pressure (left) and nodal flow rates (right)')\n",
+ " fig.suptitle(r'pressure (left) and nodal flow rates (right)')\n",
" fig.tight_layout()\n",
" #fig.savefig('pressures_and_fluxes.pdf')\n",
" #fig.savefig('pressures_and_fluxes.png')"
@@ -712,7 +712,7 @@
"ax.set_aspect('equal')\n",
"ax.set_xlabel(r'$x$')\n",
"ax.set_ylabel(r'$y$')\n",
- "ax.set_title('Pore pressure and Darcy vectors')\n",
+ "ax.set_title(r'Pore pressure and Darcy vectors')\n",
"fig.tight_layout()\n",
"\n"
]
@@ -769,8 +769,8 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
"fig.tight_layout()\n",
"#fig.savefig('pressures_and_fluxes.pdf')\n",
"#fig.savefig('pressures_and_fluxes.png')"
@@ -820,8 +820,8 @@
" ax[i].legend()\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -882,8 +882,8 @@
" ax[i].legend()\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -980,8 +980,8 @@
" ax[i].legend()\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -1147,8 +1147,8 @@
" ax[i].legend(loc='upper right')\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -1209,8 +1209,8 @@
" ax[i].legend(loc='upper right')\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -1330,8 +1330,8 @@
" ax[i].legend(loc='upper right')\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -1382,8 +1382,8 @@
" ax[i].legend(loc='upper right')\n",
" ax[i].set_xlabel(r'$x$ / m')\n",
" ax[i].set_ylabel(r'$T$ / °C')\n",
- "ax[0].set_title('Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
- "ax[1].set_title('Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
+ "ax[0].set_title(r'Increasing Pe ($q_0$) at constant $\\Delta t_0$')\n",
+ "ax[1].set_title(r'Decreasing Ne (increasing $\\Delta t$) at constant $q = 100\\times q_0$')\n",
"fig.tight_layout();"
]
},
@@ -1491,9 +1491,9 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
- "fig.suptitle('Top: $10^{-14}$ m², Bottom: $10^{-10}$ m²')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
+ "fig.suptitle(r'Top: $10^{-14}$ m², Bottom: $10^{-10}$ m²')\n",
"fig.tight_layout()"
]
},
@@ -1578,9 +1578,9 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
- "fig.suptitle('Top: $10^{-12}$ m², Bottom: $10^{-8}$ m² (same ratio as above, but more permeable)')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
+ "fig.suptitle(r'Top: $10^{-12}$ m², Bottom: $10^{-8}$ m² (same ratio as above, but more permeable)')\n",
"fig.tight_layout()"
]
},
@@ -1626,9 +1626,9 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
- "fig.suptitle('Top: $10^{-12}$ m², Bottom: $10^{-8}$ m² (same ratio as above, but more permeable)')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
+ "fig.suptitle(r'Top: $10^{-12}$ m², Bottom: $10^{-8}$ m² (same ratio as above, but more permeable)')\n",
"fig.tight_layout()"
]
},
@@ -1737,7 +1737,7 @@
"ax.set_aspect('equal')\n",
"ax.set_xlabel(r'$x$')\n",
"ax.set_ylabel(r'$y$')\n",
- "ax.set_title('Pore pressure and Darcy vectors')\n",
+ "ax.set_title(r'Pore pressure and Darcy vectors')\n",
"fig.tight_layout()"
]
},
@@ -1783,8 +1783,8 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
"fig.tight_layout()"
]
},
@@ -1837,8 +1837,8 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
"fig.tight_layout()"
]
},
@@ -1941,8 +1941,8 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
"fig.tight_layout()"
]
},
@@ -2031,7 +2031,7 @@
"ax.set_aspect('equal')\n",
"ax.set_xlabel(r'$x$')\n",
"ax.set_ylabel(r'$y$')\n",
- "ax.set_title('Pore pressure and Darcy vectors')\n",
+ "ax.set_title(r'Pore pressure and Darcy vectors')\n",
"fig.tight_layout()"
]
},
@@ -2067,8 +2067,8 @@
" ax[i].set_ylabel(r'$y$')\n",
" ax[i].set_aspect('equal')\n",
" fig.colorbar(tcf,ax=ax[i])\n",
- "ax[0].set_title('First time step')\n",
- "ax[1].set_title('Last time step')\n",
+ "ax[0].set_title(r'First time step')\n",
+ "ax[1].set_title(r'Last time step')\n",
"fig.tight_layout()"
]
}
diff --git a/2D_FEM_2.ipynb b/2D_FEM_2.ipynb
index 75b902e..a776ac8 100644
--- a/2D_FEM_2.ipynb
+++ b/2D_FEM_2.ipynb
@@ -668,7 +668,7 @@
"source": [
"K, f = global_assembler(node_list,element_vector)\n",
"plt.spy(K,marker='.')\n",
- "plt.title('sparsity pattern')\n",
+ "plt.title(r'sparsity pattern')\n",
"plt.tight_layout()"
]
},
@@ -753,7 +753,7 @@
" for i in range(len(node_list)):\n",
" ax[0].text(node_list[i][0]+dx/150,node_list[i][1]+dy/150,'%.3e' %solution[i])\n",
" ax[1].text(node_list[i][0]+dx/150,node_list[i][1]+dy/150,'%.3e' %fluxes[i])\n",
- " fig.suptitle('pressure (left) and nodal flow rates (right)')\n",
+ " fig.suptitle(r'pressure (left) and nodal flow rates (right)')\n",
" fig.tight_layout()\n",
" #fig.savefig('pressures_and_fluxes.pdf')\n",
" #fig.savefig('pressures_and_fluxes.png')"
diff --git a/FEM_with_ChatGPT.ipynb b/FEM_with_ChatGPT.ipynb
index cfab652..cd109b4 100644
--- a/FEM_with_ChatGPT.ipynb
+++ b/FEM_with_ChatGPT.ipynb
@@ -263,7 +263,7 @@
" # Plot the displaced element (scaled for visualization)\n",
" plt.plot(x + scale * u_x, y + scale * u_y, 'r-',lw=1) # Deformed configuration\n",
" \n",
- " plt.title('Displacements (scaled)')\n",
+ " plt.title(r'Displacements (scaled)')\n",
" plt.xlabel(r'X [m]')\n",
" plt.ylabel(r'Y [m]')\n",
" plt.gca().set_aspect('equal', adjustable='box')\n",
@@ -431,7 +431,7 @@
" plt.tripcolor(nodes[:, 0], nodes[:, 1], triangles, facecolors=repeated_von_mises_stress/1e3, cmap='jet')\n",
" \n",
" plt.colorbar(label=r'Von Mises Stress [kPa]',orientation='horizontal')\n",
- " plt.title('Stress Distribution (Von Mises)')\n",
+ " plt.title(r'Stress Distribution (Von Mises)')\n",
" plt.xlabel(r'X [m]')\n",
" plt.ylabel(r'Y [m]')\n",
" plt.gca().set_aspect('equal', adjustable='box')\n",
diff --git a/nodal_flux_tests_1D.ipynb b/nodal_flux_tests_1D.ipynb
index d77b8cb..17ba627 100644
--- a/nodal_flux_tests_1D.ipynb
+++ b/nodal_flux_tests_1D.ipynb
@@ -1,380 +1,380 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "metadata": {
- "deletable": false,
- "editable": false
- },
- "source": [
- "\n",
- "

\n",
- "
\n",
- "
Prof. Dr. Thomas Nagel
\n",
- "
Chair of Soil Mechanics and Foundation Engineering
Geotechnical Institute
Technische Universität Bergakademie Freiberg.
\n",
- "
https://tu-freiberg.de/en/soilmechanics
\n",
- "
\n",
- "
"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "metadata": {},
- "outputs": [],
- "source": [
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "import scipy as sp\n",
- "from pypardiso import spsolve\n",
- "\n",
- "#Some plot settings\n",
- "%run plot_functions/plot_settings.py"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "# Quick tests on nodal fluxes\n",
- "\n",
- "## Divergence-free flow\n",
- "\n",
- "Consider a linear concentration gradient of $\\nabla c = -1$ on $x \\in [0,1]$ for $v = 1$ and $D = 1$. We calculate nodal contributions based on the following terms (no units for the moment):\n",
- "\n",
- "\\begin{align}\n",
- " f_1 &= \\int \\limits_0^1 \\nabla N v c \\text{d}x\n",
- " \\\\\n",
- " f_2 &= \\int \\limits_0^1 N v \\nabla c \\text{d}x\n",
- " \\\\\n",
- " f_3 &= -\\int \\limits_0^1 \\nabla N v \\nabla c \\text{d}x\n",
- "\\end{align}\n",
- "\n",
- "$f_1$ is a treatment used for advection in total flux models, $f_2$ is motivated by the implementation of advection with substituted mass balance, $f_3$ for diffusion."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Finite elements in 1D\n",
- "\n",
- "We first create an element class. An element knows the number of nodes it has, their IDs in the global node vector, and the coordinates of its nodes. Linear elements have 2 nodes and 2 quadrature points, quadratic elements 3 nodes and 3 quadrature points. The natural coordinates of the element run from -1 to 1, and the quadrature points and weights are directly taken from Numpy."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 8,
- "metadata": {},
- "outputs": [],
- "source": [
- "#element class\n",
- "class line_element():#local coordinates go from -1 to 1\n",
- " #takes number of nodes, global nodal coordinates, global node ids\n",
- " def __init__(self, nnodes=2, ncoords=[0.,1.], nids=[0,1]):\n",
- " self.__nnodes = nnodes\n",
- " if (len(ncoords) != self.__nnodes):\n",
- " raise Exception(\"Number of coordinates does not match number \\\n",
- " of nodes of element (%i vs of %i)\" %(self.__nnodes,len(ncoords)))\n",
- " else:\n",
- " self.__coords = np.array(ncoords)\n",
- " \n",
- " self.__natural_coords = (self.__coords-self.__coords[0])/(self.__coords[-1]-self.__coords[0])*2. - 1.\n",
- " \n",
- " if (len(nids) != self.__nnodes):\n",
- " raise Exception(\"Number of node IDs does not match number \\\n",
- " of nodes of element (%i vs of %i)\" %(self.__nnodes,len(nids)))\n",
- " else:\n",
- " self.__global_ids = np.array(nids)\n",
- " self.__quad_degree = self.__nnodes\n",
- " self.__quad_points, self.__quad_weights = np.polynomial.legendre.leggauss(self.__quad_degree)\n",
- " "
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 9,
- "metadata": {},
- "outputs": [],
- "source": [
- "#N\n",
- "def shape_function(element_order,xi):\n",
- " if (element_order == 1):\n",
- " return np.array([1])\n",
- " elif (element_order == 2): #-1,1\n",
- " return np.array([(1.-xi)/2., (1.+xi)/2.])\n",
- " elif (element_order == 3): #-1, 0, 1\n",
- " return np.array([(xi - 1.)*xi/2., (1-xi)*(1+xi), (1+xi)*xi/2.])\n",
- " elif (element_order == 4): #-1, -1/3, 1/3, 1\n",
- " return np.array([9/16*(1-xi)*(xi**2 - 1/9),\n",
- " 27/16*(xi**2-1)*(xi-1/3),\n",
- " 27/16*(1-xi**2)*(xi+1/3),\n",
- " 9/16*(xi+1)*(xi**2-1/9)])\n",
- " \n",
- "#dN_dxi\n",
- "def dshape_function_dxi(element_order,xi):\n",
- " if (element_order == 1):\n",
- " return np.array([0])\n",
- " elif (element_order == 2): #-1,1\n",
- " return np.array([-0.5, 0.5]) #xi only later for plotting dimensions\n",
- " elif (element_order == 3):#-1,0,1\n",
- " return np.array([xi - 0.5,-2.*xi,xi + 0.5])\n",
- " elif (element_order == 4): #-1, -1/3, 1/3, 1\n",
- " return np.array([-27*xi**2/16 + 9*xi/8 + 1/16,\n",
- " 81/16*xi**2 - 9/8 * xi - 27/16, \n",
- " -81/16*xi**2 - 9/8 * xi +27/16,\n",
- " 27*xi**2/16 + 9*xi/8 - 1/16])\n",
- "\n",
- "#dz_dxi\n",
- "def element_jacobian(element,xi):\n",
- " element_order = element._line_element__nnodes\n",
- " Jacobian = 0.\n",
- " Jacobian += dshape_function_dxi(element_order,xi).dot(element._line_element__coords)\n",
- " return Jacobian\n",
- "\n",
- "#dN_dz\n",
- "def grad_shape_function(element,xi):\n",
- " element_order = element._line_element__nnodes\n",
- " Jac = element_jacobian(element,xi)\n",
- " return dshape_function_dxi(element_order,xi)/Jac"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Local assember"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 99,
- "metadata": {},
- "outputs": [],
- "source": [
- "def test_assembler(elem, c_nodes, v_nodes):\n",
- " element_order = elem._line_element__nnodes\n",
- " b_1 = np.zeros(element_order)\n",
- " b_2 = np.zeros(element_order)\n",
- " b_3 = np.zeros(element_order)\n",
- " b_4 = np.zeros(element_order)\n",
- " #z_nodes = elem._line_element__coords\n",
- " for i in range(elem._line_element__quad_degree):\n",
- " #local integration point coordinate\n",
- " xi = elem._line_element__quad_points[i]\n",
- " #shape function\n",
- " N = shape_function(element_order,xi)\n",
- " #gradient of shape function\n",
- " dN_dX = grad_shape_function(elem,xi)\n",
- " #determinant of Jacobian\n",
- " detJ = np.abs(element_jacobian(elem,xi))\n",
- " #integration weight\n",
- " w = elem._line_element__quad_weights[i]\n",
- " \n",
- " #global integration point coordinate (for spatially varying properties)\n",
- " c_glob = np.dot(N,c_nodes)\n",
- " v_glob = np.dot(N,v_nodes)\n",
- " grad_c = np.dot(dN_dX,c_nodes)\n",
- " grad_v = np.dot(dN_dX,v_nodes)\n",
- " #evaluation of local material/structural properties\n",
- " #assembly of local RHS\n",
- " b_1 += dN_dX * c_glob * v_glob * w * detJ\n",
- " b_2 += N * grad_c * v_glob * w * detJ\n",
- " b_3 -= dN_dX * grad_c * w * detJ\n",
- " b_4 += N * c_glob * grad_v * w * detJ\n",
- " return b_1, b_2, b_3, b_4"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 103,
- "metadata": {
- "tags": []
- },
- "outputs": [
+ "cells": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "element order: 1\n",
- "f_1: [-0.5 0.5]\n",
- "f_2: [-0.5 -0.5]\n",
- "f_1 + f_2: [-1. 0.]\n",
- "f_3: [-1. 1.]\n",
- "---\n",
- "\n",
- "element order: 2\n",
- "f_1: [-0.83333333 0.66666667 0.16666667]\n",
- "f_2: [-0.16666667 -0.66666667 -0.16666667]\n",
- "f_1 + f_2: [-1.00000000e+00 2.22044605e-16 -1.11022302e-16]\n",
- "f_3: [-1. 0. 1.]\n",
- "---\n",
- "\n",
- "element order: 3\n",
- "f_1: [-0.875 0.375 0.375 0.125]\n",
- "f_2: [-0.125 -0.375 -0.375 -0.125]\n",
- "f_1 + f_2: [-1.00000000e+00 -3.88578059e-16 4.44089210e-16 -1.38777878e-17]\n",
- "f_3: [-1.00000000e+00 -7.77156117e-16 8.88178420e-16 1.00000000e+00]\n",
- "---\n",
- "\n"
- ]
- }
- ],
- "source": [
- "#generate elements of order 1 to 5 and calculate fluxes\n",
- "for i in range(1,4):\n",
- " nodes = np.linspace(0,i,i+1)\n",
- " ncoords = np.linspace(0,1,i+1)\n",
- " elem = line_element(i+1,ncoords,nodes)\n",
- " nconc = np.flip(ncoords)\n",
- " f1, f2, f3, f4 = test_assembler(elem,nconc,np.ones(len(nodes)))\n",
- " print(\"element order: \", i)\n",
- " print(\"f_1: \", f1)\n",
- " print(\"f_2: \", f2)\n",
- " print(\"f_1 + f_2: \", f1+f2)\n",
- " print(\"f_3: \", f3)\n",
- " print(\"---\\n\")"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Diffusion is always correctly quantified by $f_3$: 1 influx, 1 outflux, no internal fluxes in the domain.\n",
- "\n",
- "Advection is approached (1 influx and 0 outflux) by $f_1$ as the element order increases, but some averaging remains also at higher order. Internal fluxes show the redistribution of mass from left to right.\n",
- "\n",
- "The sum $f_1 + f_2$ recovers the advective flux with expected values on the boundaries, without internal redistribution information."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "## Divergent flux\n",
- "\n",
- "Now we add a linear velocity profile with mean value of 1 and repeat the test."
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 109,
- "metadata": {
- "tags": []
- },
- "outputs": [
+ "cell_type": "markdown",
+ "metadata": {
+ "deletable": false,
+ "editable": false
+ },
+ "source": [
+ "\n",
+ "

\n",
+ "
\n",
+ "
Prof. Dr. Thomas Nagel
\n",
+ "
Chair of Soil Mechanics and Foundation Engineering
Geotechnical Institute
Technische Universität Bergakademie Freiberg.
\n",
+ "
https://tu-freiberg.de/en/soilmechanics
\n",
+ "
\n",
+ "
"
+ ]
+ },
{
- "data": {
- "text/plain": [
- "array([1.25, 0.75])"
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import scipy as sp\n",
+ "from pypardiso import spsolve\n",
+ "\n",
+ "#Some plot settings\n",
+ "%run plot_functions/plot_settings.py"
]
- },
- "execution_count": 109,
- "metadata": {},
- "output_type": "execute_result"
- }
- ],
- "source": [
- "ncoords = np.linspace(0,1,2)\n",
- "v = np.ones(len(ncoords))-(ncoords-0.5)*0.5\n",
- "v"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 105,
- "metadata": {
- "tags": []
- },
- "outputs": [
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Quick tests on nodal fluxes\n",
+ "\n",
+ "## Divergence-free flow\n",
+ "\n",
+ "Consider a linear concentration gradient of $\\nabla c = -1$ on $x \\in [0,1]$ for $v = 1$ and $D = 1$. We calculate nodal contributions based on the following terms (no units for the moment):\n",
+ "\n",
+ "\\begin{align}\n",
+ " f_1 &= \\int \\limits_0^1 \\nabla N v c \\text{d}x\n",
+ " \\\n",
+ " f_2 &= \\int \\limits_0^1 N v \\nabla c \\text{d}x\n",
+ " \\\n",
+ " f_3 &= -\\int \\limits_0^1 \\nabla N v \\nabla c \\text{d}x\n",
+ "\\end{align}\n",
+ "\n",
+ "$f_1$ is a treatment used for advection in total flux models, $f_2$ is motivated by the implementation of advection with substituted mass balance, $f_3$ for diffusion."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Finite elements in 1D\n",
+ "\n",
+ "We first create an element class. An element knows the number of nodes it has, their IDs in the global node vector, and the coordinates of its nodes. Linear elements have 2 nodes and 2 quadrature points, quadratic elements 3 nodes and 3 quadrature points. The natural coordinates of the element run from -1 to 1, and the quadrature points and weights are directly taken from Numpy."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#element class\n",
+ "class line_element():#local coordinates go from -1 to 1\n",
+ " #takes number of nodes, global nodal coordinates, global node ids\n",
+ " def __init__(self, nnodes=2, ncoords=[0.,1.], nids=[0,1]):\n",
+ " self.__nnodes = nnodes\n",
+ " if (len(ncoords) != self.__nnodes):\n",
+ " raise Exception(\"Number of coordinates does not match number \\\n",
+ " of nodes of element (%i vs of %i)\" %(self.__nnodes,len(ncoords)))\n",
+ " else:\n",
+ " self.__coords = np.array(ncoords)\n",
+ " \n",
+ " self.__natural_coords = (self.__coords-self.__coords[0])/(self.__coords[-1]-self.__coords[0])*2. - 1.\n",
+ " \n",
+ " if (len(nids) != self.__nnodes):\n",
+ " raise Exception(\"Number of node IDs does not match number \\\n",
+ " of nodes of element (%i vs of %i)\" %(self.__nnodes,len(nids)))\n",
+ " else:\n",
+ " self.__global_ids = np.array(nids)\n",
+ " self.__quad_degree = self.__nnodes\n",
+ " self.__quad_points, self.__quad_weights = np.polynomial.legendre.leggauss(self.__quad_degree)\n",
+ " "
+ ]
+ },
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "element order: 1\n",
- "f_1: [-0.54166667 0.54166667]\n",
- "f_2: [-0.54166667 -0.45833333]\n",
- "f_1 + f_2: [-1.08333333 0.08333333]\n",
- "f_1 + f_2 + f_4: [-1.25000000e+00 1.38777878e-16]\n",
- "f_3: [-1. 1.]\n",
- "---\n",
- "\n",
- "element order: 2\n",
- "f_1: [-0.95833333 0.83333333 0.125 ]\n",
- "f_2: [-0.20833333 -0.66666667 -0.125 ]\n",
- "f_1 + f_2: [-1.16666667e+00 1.66666667e-01 -1.24900090e-16]\n",
- "f_1 + f_2 + f_4: [-1.25000000e+00 2.77555756e-16 -1.24900090e-16]\n",
- "f_3: [-1. 0. 1.]\n",
- "---\n",
- "\n",
- "element order: 3\n",
- "f_1: [-1.04791667 0.58125 0.35625 0.11041667]\n",
- "f_2: [-0.14791667 -0.43125 -0.31875 -0.10208333]\n",
- "f_1 + f_2: [-1.19583333 0.15 0.0375 0.00833333]\n",
- "f_1 + f_2 + f_4: [-1.25000000e+00 -1.94289029e-16 2.22044605e-16 -3.98986399e-17]\n",
- "f_3: [-1.00000000e+00 -7.77156117e-16 8.88178420e-16 1.00000000e+00]\n",
- "---\n",
- "\n"
- ]
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#N\n",
+ "def shape_function(element_order,xi):\n",
+ " if (element_order == 1):\n",
+ " return np.array([1])\n",
+ " elif (element_order == 2): #-1,1\n",
+ " return np.array([(1.-xi)/2., (1.+xi)/2.])\n",
+ " elif (element_order == 3): #-1, 0, 1\n",
+ " return np.array([(xi - 1.)*xi/2., (1-xi)*(1+xi), (1+xi)*xi/2.])\n",
+ " elif (element_order == 4): #-1, -1/3, 1/3, 1\n",
+ " return np.array([9/16*(1-xi)*(xi**2 - 1/9),\n",
+ " 27/16*(xi**2-1)*(xi-1/3),\n",
+ " 27/16*(1-xi**2)*(xi+1/3),\n",
+ " 9/16*(xi+1)*(xi**2-1/9)])\n",
+ " \n",
+ "#dN_dxi\n",
+ "def dshape_function_dxi(element_order,xi):\n",
+ " if (element_order == 1):\n",
+ " return np.array([0])\n",
+ " elif (element_order == 2): #-1,1\n",
+ " return np.array([-0.5, 0.5]) #xi only later for plotting dimensions\n",
+ " elif (element_order == 3):#-1,0,1\n",
+ " return np.array([xi - 0.5,-2.*xi,xi + 0.5])\n",
+ " elif (element_order == 4): #-1, -1/3, 1/3, 1\n",
+ " return np.array([-27*xi**2/16 + 9*xi/8 + 1/16,\n",
+ " 81/16*xi**2 - 9/8 * xi - 27/16, \n",
+ " -81/16*xi**2 - 9/8 * xi +27/16,\n",
+ " 27*xi**2/16 + 9*xi/8 - 1/16])\n",
+ "\n",
+ "#dz_dxi\n",
+ "def element_jacobian(element,xi):\n",
+ " element_order = element._line_element__nnodes\n",
+ " Jacobian = 0.\n",
+ " Jacobian += dshape_function_dxi(element_order,xi).dot(element._line_element__coords)\n",
+ " return Jacobian\n",
+ "\n",
+ "#dN_dz\n",
+ "def grad_shape_function(element,xi):\n",
+ " element_order = element._line_element__nnodes\n",
+ " Jac = element_jacobian(element,xi)\n",
+ " return dshape_function_dxi(element_order,xi)/Jac"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Local assember"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 99,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def test_assembler(elem, c_nodes, v_nodes):\n",
+ " element_order = elem._line_element__nnodes\n",
+ " b_1 = np.zeros(element_order)\n",
+ " b_2 = np.zeros(element_order)\n",
+ " b_3 = np.zeros(element_order)\n",
+ " b_4 = np.zeros(element_order)\n",
+ " #z_nodes = elem._line_element__coords\n",
+ " for i in range(elem._line_element__quad_degree):\n",
+ " #local integration point coordinate\n",
+ " xi = elem._line_element__quad_points[i]\n",
+ " #shape function\n",
+ " N = shape_function(element_order,xi)\n",
+ " #gradient of shape function\n",
+ " dN_dX = grad_shape_function(elem,xi)\n",
+ " #determinant of Jacobian\n",
+ " detJ = np.abs(element_jacobian(elem,xi))\n",
+ " #integration weight\n",
+ " w = elem._line_element__quad_weights[i]\n",
+ " \n",
+ " #global integration point coordinate (for spatially varying properties)\n",
+ " c_glob = np.dot(N,c_nodes)\n",
+ " v_glob = np.dot(N,v_nodes)\n",
+ " grad_c = np.dot(dN_dX,c_nodes)\n",
+ " grad_v = np.dot(dN_dX,v_nodes)\n",
+ " #evaluation of local material/structural properties\n",
+ " #assembly of local RHS\n",
+ " b_1 += dN_dX * c_glob * v_glob * w * detJ\n",
+ " b_2 += N * grad_c * v_glob * w * detJ\n",
+ " b_3 -= dN_dX * grad_c * w * detJ\n",
+ " b_4 += N * c_glob * grad_v * w * detJ\n",
+ " return b_1, b_2, b_3, b_4"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 103,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "element order: 1\n",
+ "f_1: [-0.5 0.5]\n",
+ "f_2: [-0.5 -0.5]\n",
+ "f_1 + f_2: [-1. 0.]\n",
+ "f_3: [-1. 1.]\n",
+ "---\n",
+ "\n",
+ "element order: 2\n",
+ "f_1: [-0.83333333 0.66666667 0.16666667]\n",
+ "f_2: [-0.16666667 -0.66666667 -0.16666667]\n",
+ "f_1 + f_2: [-1.00000000e+00 2.22044605e-16 -1.11022302e-16]\n",
+ "f_3: [-1. 0. 1.]\n",
+ "---\n",
+ "\n",
+ "element order: 3\n",
+ "f_1: [-0.875 0.375 0.375 0.125]\n",
+ "f_2: [-0.125 -0.375 -0.375 -0.125]\n",
+ "f_1 + f_2: [-1.00000000e+00 -3.88578059e-16 4.44089210e-16 -1.38777878e-17]\n",
+ "f_3: [-1.00000000e+00 -7.77156117e-16 8.88178420e-16 1.00000000e+00]\n",
+ "---\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "#generate elements of order 1 to 5 and calculate fluxes\n",
+ "for i in range(1,4):\n",
+ " nodes = np.linspace(0,i,i+1)\n",
+ " ncoords = np.linspace(0,1,i+1)\n",
+ " elem = line_element(i+1,ncoords,nodes)\n",
+ " nconc = np.flip(ncoords)\n",
+ " f1, f2, f3, f4 = test_assembler(elem,nconc,np.ones(len(nodes)))\n",
+ " print(\"element order: \", i)\n",
+ " print(\"f_1: \", f1)\n",
+ " print(\"f_2: \", f2)\n",
+ " print(\"f_1 + f_2: \", f1+f2)\n",
+ " print(\"f_3: \", f3)\n",
+ " print(\"---\\n\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Diffusion is always correctly quantified by $f_3$: 1 influx, 1 outflux, no internal fluxes in the domain.\n",
+ "\n",
+ "Advection is approached (1 influx and 0 outflux) by $f_1$ as the element order increases, but some averaging remains also at higher order. Internal fluxes show the redistribution of mass from left to right.\n",
+ "\n",
+ "The sum $f_1 + f_2$ recovers the advective flux with expected values on the boundaries, without internal redistribution information."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Divergent flux\n",
+ "\n",
+ "Now we add a linear velocity profile with mean value of 1 and repeat the test."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 109,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array([1.25, 0.75])"
+ ]
+ },
+ "execution_count": 109,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ncoords = np.linspace(0,1,2)\n",
+ "v = np.ones(len(ncoords))-(ncoords-0.5)*0.5\n",
+ "v"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 105,
+ "metadata": {
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "element order: 1\n",
+ "f_1: [-0.54166667 0.54166667]\n",
+ "f_2: [-0.54166667 -0.45833333]\n",
+ "f_1 + f_2: [-1.08333333 0.08333333]\n",
+ "f_1 + f_2 + f_4: [-1.25000000e+00 1.38777878e-16]\n",
+ "f_3: [-1. 1.]\n",
+ "---\n",
+ "\n",
+ "element order: 2\n",
+ "f_1: [-0.95833333 0.83333333 0.125 ]\n",
+ "f_2: [-0.20833333 -0.66666667 -0.125 ]\n",
+ "f_1 + f_2: [-1.16666667e+00 1.66666667e-01 -1.24900090e-16]\n",
+ "f_1 + f_2 + f_4: [-1.25000000e+00 2.77555756e-16 -1.24900090e-16]\n",
+ "f_3: [-1. 0. 1.]\n",
+ "---\n",
+ "\n",
+ "element order: 3\n",
+ "f_1: [-1.04791667 0.58125 0.35625 0.11041667]\n",
+ "f_2: [-0.14791667 -0.43125 -0.31875 -0.10208333]\n",
+ "f_1 + f_2: [-1.19583333 0.15 0.0375 0.00833333]\n",
+ "f_1 + f_2 + f_4: [-1.25000000e+00 -1.94289029e-16 2.22044605e-16 -3.98986399e-17]\n",
+ "f_3: [-1.00000000e+00 -7.77156117e-16 8.88178420e-16 1.00000000e+00]\n",
+ "---\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "#generate elements of order 1 to 5 and calculate fluxes\n",
+ "for i in range(1,4):\n",
+ " nodes = np.linspace(0,i,i+1)\n",
+ " ncoords = np.linspace(0,1,i+1)\n",
+ " elem = line_element(i+1,ncoords,nodes)\n",
+ " nconc = np.flip(ncoords)\n",
+ " f1, f2, f3, f4 = test_assembler(elem,nconc,np.ones(len(nodes))-(ncoords-0.5)*0.5)\n",
+ " print(\"element order: \", i)\n",
+ " print(\"f_1: \", f1)\n",
+ " print(\"f_2: \", f2)\n",
+ " print(\"f_1 + f_2: \", f1+f2)\n",
+ " print(\"f_1 + f_2 + f_4: \", f1+f2+f4)\n",
+ " print(\"f_3: \", f3)\n",
+ " print(\"---\\n\")"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Der outflux von 0 wird in Ordnung 2 erreicht, in 3 aber wieder verfehlt (dennoch eine Ordnung besser als im linearen Element. Im linearen Element hätten wir allerdings konstante Geschwindigkeit, wenn wir mit einem hydraulischen Potenzial an den Knoten arbeiten.). Der Influx von 1.25 wird zunehmend besser approximiert, aber Unterschiede bleiben. Wenn man den Term verfollständigt um\n",
+ "\n",
+ "$$\n",
+ " f_4 = \\int \\limits_{0}^1 N c \\nabla v \\text{d}x\n",
+ "$$\n",
+ "\n",
+ "geht die Bilanz wieder auf. Im Standard FE allerdings nicht so easy."
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
}
- ],
- "source": [
- "#generate elements of order 1 to 5 and calculate fluxes\n",
- "for i in range(1,4):\n",
- " nodes = np.linspace(0,i,i+1)\n",
- " ncoords = np.linspace(0,1,i+1)\n",
- " elem = line_element(i+1,ncoords,nodes)\n",
- " nconc = np.flip(ncoords)\n",
- " f1, f2, f3, f4 = test_assembler(elem,nconc,np.ones(len(nodes))-(ncoords-0.5)*0.5)\n",
- " print(\"element order: \", i)\n",
- " print(\"f_1: \", f1)\n",
- " print(\"f_2: \", f2)\n",
- " print(\"f_1 + f_2: \", f1+f2)\n",
- " print(\"f_1 + f_2 + f_4: \", f1+f2+f4)\n",
- " print(\"f_3: \", f3)\n",
- " print(\"---\\n\")"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Der outflux von 0 wird in Ordnung 2 erreicht, in 3 aber wieder verfehlt (dennoch eine Ordnung besser als im linearen Element. Im linearen Element hätten wir allerdings konstante Geschwindigkeit, wenn wir mit einem hydraulischen Potenzial an den Knoten arbeiten.). Der Influx von 1.25 wird zunehmend besser approximiert, aber Unterschiede bleiben. Wenn man den Term verfollständigt um\n",
- "\n",
- "$$\n",
- " f_4 = \\int \\limits_{0}^1 N c \\nabla v \\text{d}x\n",
- "$$\n",
- "\n",
- "geht die Bilanz wieder auf. Im Standard FE allerdings nicht so easy."
- ]
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.9.7"
},
- "widgets": {
- "application/vnd.jupyter.widget-state+json": {
- "state": {},
- "version_major": 2,
- "version_minor": 0
- }
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file
diff --git a/plot_functions/Newton_arclength_plots.ipynb b/plot_functions/Newton_arclength_plots.ipynb
index 6cd9aed..602b96f 100644
--- a/plot_functions/Newton_arclength_plots.ipynb
+++ b/plot_functions/Newton_arclength_plots.ipynb
@@ -61,7 +61,7 @@
" # Add a red trace along the surface at mu=2\n",
" Epot_trace = Epot(phi_values, mu_constant)\n",
" ax1.plot(phi_values, np.full_like(phi_values, mu_constant), Epot_trace, color='red', linewidth=2)\n",
- " ax1.set_title('Potential Energy')\n",
+ " ax1.set_title(r'Potential Energy')\n",
" ax1.set_xlabel(r'$\\varphi$')\n",
" ax1.set_ylabel(r'$\\mu$')\n",
" ax1.set_zlabel(r'$E_\\mathrm{pot}$')\n",
@@ -85,7 +85,7 @@
"\n",
" # Project contour lines onto the bottom plane of the graph\n",
" contours = ax2.contour(Phi, Mu, dEpot_values, zdir='z', offset=np.min(dEpot_values), levels=[0], cmap='plasma')\n",
- " ax2.set_title('First derivative')\n",
+ " ax2.set_title(r'First derivative')\n",
" ax2.set_xlabel(r'$\\varphi$')\n",
" ax2.set_ylabel(r'$\\mu$')\n",
" ax2.set_zlabel(r'$\\mathrm{d}E_{\\mathrm{pot}}/\\mathrm{d}\\varphi$')\n",
diff --git a/raw_string_changer.py b/raw_string_changer.py
index d8728bd..45467b3 100644
--- a/raw_string_changer.py
+++ b/raw_string_changer.py
@@ -27,6 +27,16 @@ def replace_patterns_in_string(s):
# Replace annotate(" with annotate(r"
s = s.replace('annotate("', 'annotate(r"')
+ # Replace annotate(' with annotate(r'
+ s = s.replace("title('", "title(r'")
+ # Replace annotate(" with annotate(r"
+ s = s.replace('title("', 'title(r"')
+
+ # Replace annotate(' with annotate(r'
+ s = s.replace("text('", "text(r'")
+ # Replace annotate(" with annotate(r"
+ s = s.replace('text("', 'text(r"')
+
# Replace double backslashes \\ with single backslash \
s = s.replace('\\\\', '\\')
return s
diff --git a/reliability.ipynb b/reliability.ipynb
index abdb208..3fbacae 100644
--- a/reliability.ipynb
+++ b/reliability.ipynb
@@ -1,227 +1,227 @@
{
- "cells": [
- {
- "cell_type": "markdown",
- "id": "2d2e9b4d-3608-4ca6-a43f-81e1bf4f7f8c",
- "metadata": {},
- "source": [
- "# Simple reliability script [WIP]"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 6,
- "id": "a705b7cf-4397-4d32-915f-2f0733ef7790",
- "metadata": {},
- "outputs": [],
- "source": [
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from scipy.optimize import minimize\n",
- "from scipy.stats import norm, multivariate_normal"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 22,
- "id": "9191d81d-9e73-4851-b215-d88a1d903acd",
- "metadata": {},
- "outputs": [],
- "source": [
- "# Define the limit state function G(X1, X2)\n",
- "def limit_state_function(x):\n",
- " X1, X2 = x\n",
- " return X1 + X2 - 5 # G(X1, X2) = X1 + X2 - 5\n",
- "\n",
- "# Adapt to other distributions\n",
- "# Transform to standard normal space (assume mean and std are provided)\n",
- "def standard_normal_transform(x, means, std_devs):\n",
- " \"\"\"Transform X into U (standard normal space)\"\"\"\n",
- " return (x - means) / std_devs\n",
- "\n",
- "# Transform back to original space with correct broadcasting\n",
- "def original_space_transform(u, means, std_devs):\n",
- " \"\"\"Transform U back to X (original space), ensuring correct broadcasting.\"\"\"\n",
- " return u * std_devs[:, None, None] + means[:, None, None]\n",
- "\n",
- "# Objective function for FORM (minimize the distance to the origin in standard normal space)\n",
- "def objective_function(u):\n",
- " \"\"\"Objective function to minimize: distance from origin in standard normal space\"\"\"\n",
- " return np.linalg.norm(u) # Minimize the norm of U (distance to origin)\n",
- "\n",
- "# Constraint for FORM (limit state function G(X) = 0)\n",
- "def constraint(u, means, std_devs):\n",
- " \"\"\"The constraint G(X) = 0\"\"\"\n",
- " x = u * std_devs + means\n",
- " #x = original_space_transform(u, means, std_devs)\n",
- " return limit_state_function(x)\n",
- "\n",
- "# Perform FORM analysis\n",
- "def form_analysis(means, std_devs, initial_guess):\n",
- " \"\"\"Performs FORM to find the reliability index and sensitivity factors\"\"\"\n",
- " constraints = {'type': 'eq', 'fun': constraint, 'args': (means, std_devs)}\n",
- " \n",
- " # Minimize the objective function subject to G(X) = 0\n",
- " result = minimize(objective_function, initial_guess, constraints=constraints, method='SLSQP')\n",
- " \n",
- " if not result.success:\n",
- " print(\"Optimization failed\")\n",
- " return None\n",
- " \n",
- " # Design point in standard normal space\n",
- " design_point_u = result.x\n",
- " \n",
- " # Reliability index beta is the distance to the origin\n",
- " beta = np.linalg.norm(design_point_u)\n",
- " \n",
- " # Sensitivities (alpha) are the direction cosines (normalized design point)\n",
- " alpha = design_point_u / beta\n",
- " \n",
- " # Transform design point back to physical space\n",
- " design_point_x = design_point_u * std_devs + means\n",
- " \n",
- " return beta, alpha, design_point_u, design_point_x\n",
- "\n",
- "# Plotting the joint PDF in original space and standard normal space\n",
- "def plot_joint_pdf(means, std_devs, limit_state_function, design_point_x, design_point_u, beta):\n",
- " # Grid for the original space (X1, X2)\n",
- " x1 = np.linspace(means[0] - 3*std_devs[0], means[0] + 3*std_devs[0], 100)\n",
- " x2 = np.linspace(means[1] - 3*std_devs[1], means[1] + 3*std_devs[1], 100)\n",
- " X1, X2 = np.meshgrid(x1, x2)\n",
- "\n",
- " # Evaluate the limit state function over the grid\n",
- " Z = limit_state_function([X1, X2])\n",
- " \n",
- " # Joint PDF in original space\n",
- " rv_original = multivariate_normal(mean=means, cov=np.diag(std_devs**2))\n",
- " pdf_original = rv_original.pdf(np.dstack((X1, X2)))\n",
- "\n",
- " # Plot the PDF and the limit state in original space\n",
- " plt.figure(figsize=(12, 6))\n",
- "\n",
- " # Plot in original space\n",
- " plt.subplot(1, 2, 1)\n",
- " plt.contourf(X1, X2, pdf_original, levels=20, cmap='Blues')\n",
- " plt.contour(X1, X2, Z, levels=[0], colors='red', linewidths=2) # Limit state G(X) = 0\n",
- " plt.scatter(design_point_x[0], design_point_x[1], color='red', label=f'Design Point X*')\n",
- " plt.title('Original Space (X1, X2)')\n",
- " plt.xlabel('X1')\n",
- " plt.ylabel('X2')\n",
- " plt.legend()\n",
- " plt.axis('square')\n",
- "\n",
- " # Grid for the standard normal space (U1, U2)\n",
- " u1 = np.linspace(-3, 3, 100)\n",
- " u2 = np.linspace(-3, 3, 100)\n",
- " U1, U2 = np.meshgrid(u1, u2)\n",
- " \n",
- " # Transform the U1, U2 grid to X1, X2 space and evaluate the limit state function\n",
- " Z_u = limit_state_function(original_space_transform(np.array([U1, U2]), means, std_devs))\n",
- " \n",
- " # Joint PDF in standard normal space\n",
- " rv_normal = multivariate_normal(mean=[0, 0], cov=np.eye(2))\n",
- " pdf_normal = rv_normal.pdf(np.dstack((U1, U2)))\n",
- "\n",
- " # Plot in standard normal space\n",
- " plt.subplot(1, 2, 2)\n",
- " plt.contourf(U1, U2, pdf_normal, levels=20, cmap='Blues')\n",
- " plt.contour(U1, U2, Z_u, levels=[0], colors='red', linewidths=2) # Limit state G(U) = 0\n",
- " plt.scatter(design_point_u[0], design_point_u[1], color='red', label=f'Design Point U* (Beta={beta:.2f})')\n",
- " plt.title('Standard Normal Space (U1, U2)')\n",
- " plt.xlabel('U1')\n",
- " plt.ylabel('U2')\n",
- " plt.legend()\n",
- " plt.axis('square')\n",
- "\n",
- " plt.tight_layout()\n",
- " plt.show()"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 32,
- "id": "1c9b8a9d-cf83-47c7-923f-7be77a4c3e78",
- "metadata": {},
- "outputs": [
+ "cells": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Reliability Index (Beta): 1.264911065347121\n",
- "Probability of failure (Pf): 0.05433615894725531\n",
- "Sensitivities at Design Point (Alpha): [-0.94866907 -0.31627044]\n",
- "Design Point in Standard Normal Space (U): [-1.19998201 -0.40005398]\n",
- "Design Point in Original Space (X): [2.20002699 2.79997301]\n"
- ]
+ "cell_type": "markdown",
+ "id": "2d2e9b4d-3608-4ca6-a43f-81e1bf4f7f8c",
+ "metadata": {},
+ "source": [
+ "# Simple reliability script [WIP]"
+ ]
},
{
- "data": {
- "image/png": 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- "text/plain": [
- ""
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "a705b7cf-4397-4d32-915f-2f0733ef7790",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from scipy.optimize import minimize\n",
+ "from scipy.stats import norm, multivariate_normal"
]
- },
- "metadata": {},
- "output_type": "display_data"
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "id": "9191d81d-9e73-4851-b215-d88a1d903acd",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Define the limit state function G(X1, X2)\n",
+ "def limit_state_function(x):\n",
+ " X1, X2 = x\n",
+ " return X1 + X2 - 5 # G(X1, X2) = X1 + X2 - 5\n",
+ "\n",
+ "# Adapt to other distributions\n",
+ "# Transform to standard normal space (assume mean and std are provided)\n",
+ "def standard_normal_transform(x, means, std_devs):\n",
+ " \"\"\"Transform X into U (standard normal space)\"\"\"\n",
+ " return (x - means) / std_devs\n",
+ "\n",
+ "# Transform back to original space with correct broadcasting\n",
+ "def original_space_transform(u, means, std_devs):\n",
+ " \"\"\"Transform U back to X (original space), ensuring correct broadcasting.\"\"\"\n",
+ " return u * std_devs[:, None, None] + means[:, None, None]\n",
+ "\n",
+ "# Objective function for FORM (minimize the distance to the origin in standard normal space)\n",
+ "def objective_function(u):\n",
+ " \"\"\"Objective function to minimize: distance from origin in standard normal space\"\"\"\n",
+ " return np.linalg.norm(u) # Minimize the norm of U (distance to origin)\n",
+ "\n",
+ "# Constraint for FORM (limit state function G(X) = 0)\n",
+ "def constraint(u, means, std_devs):\n",
+ " \"\"\"The constraint G(X) = 0\"\"\"\n",
+ " x = u * std_devs + means\n",
+ " #x = original_space_transform(u, means, std_devs)\n",
+ " return limit_state_function(x)\n",
+ "\n",
+ "# Perform FORM analysis\n",
+ "def form_analysis(means, std_devs, initial_guess):\n",
+ " \"\"\"Performs FORM to find the reliability index and sensitivity factors\"\"\"\n",
+ " constraints = {'type': 'eq', 'fun': constraint, 'args': (means, std_devs)}\n",
+ " \n",
+ " # Minimize the objective function subject to G(X) = 0\n",
+ " result = minimize(objective_function, initial_guess, constraints=constraints, method='SLSQP')\n",
+ " \n",
+ " if not result.success:\n",
+ " print(\"Optimization failed\")\n",
+ " return None\n",
+ " \n",
+ " # Design point in standard normal space\n",
+ " design_point_u = result.x\n",
+ " \n",
+ " # Reliability index beta is the distance to the origin\n",
+ " beta = np.linalg.norm(design_point_u)\n",
+ " \n",
+ " # Sensitivities (alpha) are the direction cosines (normalized design point)\n",
+ " alpha = design_point_u / beta\n",
+ " \n",
+ " # Transform design point back to physical space\n",
+ " design_point_x = design_point_u * std_devs + means\n",
+ " \n",
+ " return beta, alpha, design_point_u, design_point_x\n",
+ "\n",
+ "# Plotting the joint PDF in original space and standard normal space\n",
+ "def plot_joint_pdf(means, std_devs, limit_state_function, design_point_x, design_point_u, beta):\n",
+ " # Grid for the original space (X1, X2)\n",
+ " x1 = np.linspace(means[0] - 3*std_devs[0], means[0] + 3*std_devs[0], 100)\n",
+ " x2 = np.linspace(means[1] - 3*std_devs[1], means[1] + 3*std_devs[1], 100)\n",
+ " X1, X2 = np.meshgrid(x1, x2)\n",
+ "\n",
+ " # Evaluate the limit state function over the grid\n",
+ " Z = limit_state_function([X1, X2])\n",
+ " \n",
+ " # Joint PDF in original space\n",
+ " rv_original = multivariate_normal(mean=means, cov=np.diag(std_devs**2))\n",
+ " pdf_original = rv_original.pdf(np.dstack((X1, X2)))\n",
+ "\n",
+ " # Plot the PDF and the limit state in original space\n",
+ " plt.figure(figsize=(12, 6))\n",
+ "\n",
+ " # Plot in original space\n",
+ " plt.subplot(1, 2, 1)\n",
+ " plt.contourf(X1, X2, pdf_original, levels=20, cmap='Blues')\n",
+ " plt.contour(X1, X2, Z, levels=[0], colors='red', linewidths=2) # Limit state G(X) = 0\n",
+ " plt.scatter(design_point_x[0], design_point_x[1], color='red', label=f'Design Point X*')\n",
+ " plt.title(r'Original Space (X1, X2)')\n",
+ " plt.xlabel(r'X1')\n",
+ " plt.ylabel(r'X2')\n",
+ " plt.legend()\n",
+ " plt.axis('square')\n",
+ "\n",
+ " # Grid for the standard normal space (U1, U2)\n",
+ " u1 = np.linspace(-3, 3, 100)\n",
+ " u2 = np.linspace(-3, 3, 100)\n",
+ " U1, U2 = np.meshgrid(u1, u2)\n",
+ " \n",
+ " # Transform the U1, U2 grid to X1, X2 space and evaluate the limit state function\n",
+ " Z_u = limit_state_function(original_space_transform(np.array([U1, U2]), means, std_devs))\n",
+ " \n",
+ " # Joint PDF in standard normal space\n",
+ " rv_normal = multivariate_normal(mean=[0, 0], cov=np.eye(2))\n",
+ " pdf_normal = rv_normal.pdf(np.dstack((U1, U2)))\n",
+ "\n",
+ " # Plot in standard normal space\n",
+ " plt.subplot(1, 2, 2)\n",
+ " plt.contourf(U1, U2, pdf_normal, levels=20, cmap='Blues')\n",
+ " plt.contour(U1, U2, Z_u, levels=[0], colors='red', linewidths=2) # Limit state G(U) = 0\n",
+ " plt.scatter(design_point_u[0], design_point_u[1], color='red', label=f'Design Point U* (Beta={beta:.2f})')\n",
+ " plt.title(r'Standard Normal Space (U1, U2)')\n",
+ " plt.xlabel(r'U1')\n",
+ " plt.ylabel(r'U2')\n",
+ " plt.legend()\n",
+ " plt.axis('square')\n",
+ "\n",
+ " plt.tight_layout()\n",
+ " plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "id": "1c9b8a9d-cf83-47c7-923f-7be77a4c3e78",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Reliability Index (Beta): 1.264911065347121\n",
+ "Probability of failure (Pf): 0.05433615894725531\n",
+ "Sensitivities at Design Point (Alpha): [-0.94866907 -0.31627044]\n",
+ "Design Point in Standard Normal Space (U): [-1.19998201 -0.40005398]\n",
+ "Design Point in Original Space (X): [2.20002699 2.79997301]\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# Means and standard deviations of the two random variables\n",
+ "means = np.array([4.0, 3.0]) # Mean values of X1 and X2\n",
+ "std_devs = np.array([1.5, 0.5]) # Standard deviations of X1 and X2\n",
+ "\n",
+ "# Initial guess for the optimization (in standard normal space)\n",
+ "initial_guess = np.array([0.0, 0.0]) # Start at the origin in U-space\n",
+ "\n",
+ "# Run FORM analysis\n",
+ "beta, alpha, design_point_u, design_point_x = form_analysis(means, std_devs, initial_guess)\n",
+ "\n",
+ "# Output the results\n",
+ "print(f\"Reliability Index (Beta): {beta}\")\n",
+ "print(f\"Probability of failure (Pf): {np.power(10,-beta)}\")\n",
+ "print(f\"Sensitivities at Design Point (Alpha): {alpha}\")\n",
+ "print(f\"Design Point in Standard Normal Space (U): {design_point_u}\")\n",
+ "print(f\"Design Point in Original Space (X): {design_point_x}\")\n",
+ "\n",
+ "# Plot the joint PDFs in original and standard normal space\n",
+ "plot_joint_pdf(means, std_devs, limit_state_function, design_point_x, design_point_u, beta)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f05c861b-51c2-4a6b-95de-8637fea01b81",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.9.7"
+ },
+ "widgets": {
+ "application/vnd.jupyter.widget-state+json": {
+ "state": {},
+ "version_major": 2,
+ "version_minor": 0
+ }
}
- ],
- "source": [
- "# Means and standard deviations of the two random variables\n",
- "means = np.array([4.0, 3.0]) # Mean values of X1 and X2\n",
- "std_devs = np.array([1.5, 0.5]) # Standard deviations of X1 and X2\n",
- "\n",
- "# Initial guess for the optimization (in standard normal space)\n",
- "initial_guess = np.array([0.0, 0.0]) # Start at the origin in U-space\n",
- "\n",
- "# Run FORM analysis\n",
- "beta, alpha, design_point_u, design_point_x = form_analysis(means, std_devs, initial_guess)\n",
- "\n",
- "# Output the results\n",
- "print(f\"Reliability Index (Beta): {beta}\")\n",
- "print(f\"Probability of failure (Pf): {np.power(10,-beta)}\")\n",
- "print(f\"Sensitivities at Design Point (Alpha): {alpha}\")\n",
- "print(f\"Design Point in Standard Normal Space (U): {design_point_u}\")\n",
- "print(f\"Design Point in Original Space (X): {design_point_x}\")\n",
- "\n",
- "# Plot the joint PDFs in original and standard normal space\n",
- "plot_joint_pdf(means, std_devs, limit_state_function, design_point_x, design_point_u, beta)"
- ]
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "id": "f05c861b-51c2-4a6b-95de-8637fea01b81",
- "metadata": {},
- "outputs": [],
- "source": []
- }
- ],
- "metadata": {
- "kernelspec": {
- "display_name": "Python 3 (ipykernel)",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.9.7"
},
- "widgets": {
- "application/vnd.jupyter.widget-state+json": {
- "state": {},
- "version_major": 2,
- "version_minor": 0
- }
- }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
\ No newline at end of file