New Module for Surrogate Model

[GBenedett]

This module lets you create databases with different fidelity levels, making it easy to build multi-fidelity models using SMT. It’s a practical tool for improving simulations and optimizing results

• Add plot in SaveAeroCoefficient
• Add LHS, and link to CPACS2GMSH
• Add README for SMTrain and SMUse
• Fix errors for Merge
• Add tests
• Add missing dependencies
• Change CEASIOMpy README
• move to new SMT version
• add test for integration tests. roadmap should be : SU2Run -> SMTrain -> SMUse -> SaveAeroCoef

[codecov]

Codecov Report

Attention: Patch coverage is 77.43527% with 183 lines in your changes missing coverage. Please review.

Project coverage is 55.57%. Comparing base (45538d1) to head (ea2d98d).
Report is 11 commits behind head on main.

Files with missing lines	Patch %	Lines
...iompy/SaveAeroCoefficients/func/responsesurface.py	18.84%	56 Missing ⚠️
ceasiompy/SMTrain/func/utils.py	72.09%	24 Missing ⚠️
ceasiompy/SMTrain/func/sampling.py	76.47%	16 Missing ⚠️
ceasiompy/SMTrain/func/plot.py	40.90%	13 Missing ⚠️
ceasiompy/utils/ceasiompyutils.py	58.06%	13 Missing ⚠️
ceasiompy/SMTrain/func/trainsurrogate.py	90.43%	11 Missing ⚠️
ceasiompy/SMTrain/func/config.py	86.27%	7 Missing ⚠️
ceasiompy/SMTrain/func/createdata.py	91.17%	6 Missing ⚠️
ceasiompy/CPACS2SUMO/cpacs2sumo.py	0.00%	5 Missing ⚠️
ceasiompy/DynamicStability/func/cpacs2sdsa.py	0.00%	4 Missing ⚠️
... and 22 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #304      +/-   ##
==========================================
+ Coverage   54.54%   55.57%   +1.03%     
==========================================
  Files         125      140      +15     
  Lines       10753    11357     +604     
==========================================
+ Hits         5865     6312     +447     
- Misses       4888     5045     +157     

Flag	Coverage Δ
integrationtests	34.42% <75.39%> (+2.67%)	⬆️
unittests	46.50% <33.07%> (-1.22%)	⬇️

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[GBenedett]

ok