EMT_NN

Neural networks for effective medium theory, using Python, MATLAB, COMSOL, etc.

Usage

Run batch_generate.bat to generate structures.
Use COMSOL Multiphysics 6.3 with MATLAB to open MATLAB, run run_batch_comsol.m in MATLAB.

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
FEM		FEM
cldgen		cldgen
dataset_v1		dataset_v1
generated_samples_bat		generated_samples_bat
sets-transformer-thermal-conductivity		sets-transformer-thermal-conductivity
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
batch_generate.bat		batch_generate.bat
batch_generate.ps1		batch_generate.ps1
batch_generate.py		batch_generate.py
deepsets_model_final.pt		deepsets_model_final.pt
effective_conductivity_results.csv		effective_conductivity_results.csv
generate_elliptic_composites.py		generate_elliptic_composites.py
generate_elliptic_composites_old.py		generate_elliptic_composites_old.py
json_to_dxf.py		json_to_dxf.py
plot_elliptic_composite.py		plot_elliptic_composite.py
run_batch_comsol.m		run_batch_comsol.m
train_deepsets.py		train_deepsets.py