[Bug]: Liionpack not simulating models other than SPM and SPMe

[MustafaDragonborne]

liionpack Version

0.3.5

Python Version

3.9.16

Describe the bug

I tried to simulate a basic experiment using liionpack for a 1p100s battery pack using the DFN model and the Chen2020 parameter set but the model wouldn't solve. The SPM and SPMe model works though. Using the MPM model throws a KeyError: "'Negative area-weighted particle-size distribution [m-1]' not found. Best matches are ['Negative particle radius [m]', 'Negative electrode diffusivity [m2.s-1]', 'Negative current collector conductivity [S.m-1]']".

Any solutions to work with the DFN model are highly appreciated.

Steps to Reproduce

from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"

import time
from datetime import timedelta
import os

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from sklearn.metrics import mean_absolute_error, mean_squared_error

import pybamm
from pybamm import ParameterValues
pybamm.set_logging_level('NOTICE')
import liionpack as lp

# set the parameter values according to chemistry
parameter_values_chen = pybamm.ParameterValues('Chen2020')

# create the experiment
experiment = pybamm.Experiment(
    [
        "Charge with 5A for 100 seconds",
        "Rest for 100 seconds",
        "Discharge with 5A for 100 seconds",        
    ] * 1,
    period='0.5 second'
)

# Simulation function
def mysim_func(parameter_values):
    # create the model
    model = pybamm.lithium_ion.DFN()

    # Set up solver and simulation
    # solver = pybamm.CasadiSolver(mode="safe", dt_max=600)
    solver = pybamm.CasadiSolver(mode="fast")
    sim = pybamm.Simulation(
        model=model,
        parameter_values=parameter_values,
        solver=solver
    )
    return sim

Np = 1
Ns = 100
netlist = lp.setup_circuit(
    Np=Np, Ns=Ns, Ri=1e-10, Rc=1e-10, Rb=1e-10, Rt=1e-10
)

t0 = time.time()
output = lp.solve(
    netlist=netlist,
    sim_func=mysim_func,
    parameter_values=parameter_values_chen,
    experiment=experiment,
    # inputs=inputs,
    initial_soc=0.5
)
t1 = time.time()
f'The simulation has finished running.'
f'Simulation time = {timedelta(seconds=round(t1-t0))}'

# Plot system level current and voltage values
# Plot current values
fig, (ax1, ax2) = plt.subplots(nrows=2, ncols=1, figsize=(16,10), sharex=True)

# Pack current
ax1.plot(output['Pack current [A]'], '-o')
ax1.set_title(f'Pack current [A] configuration {Np}p{Ns}s')
ax1.set_ylabel('[A]')
ax1.grid()

# Pack terminal voltage
ax2.plot(output['Pack terminal voltage [V]'],'-o')
# ax2.plot(output['Terminal voltage [V]'].sum(axis=1), '-*')
# ax2.plot(curr['timestamp'], curr['voltage'])
ax2.set_title(f'Pack terminal voltage [V]')
ax2.set_ylabel('[V]')
ax2.legend(['Liionpack', 'Liionpack sum of cells'])
ax2.grid();

Expected behaviour

Relevant log output

No response

Additional context

No response