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Contains experimental code to perform ROM on Kratos via AI

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24 Commits
networks
networks
 
 
scipy_optimizers_for_tf
scipy_optimizers_for_tf
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
FOM_INPUTSFOM.npy
FOM_INPUTSFOM.npy
 
 
FOM_POINLOADS.npy
FOM_POINLOADS.npy
 
 
FOM_RESIDUALS.npy
FOM_RESIDUALS.npy
 
 
KratosAI.post.lst
KratosAI.post.lst
 
 
MainKratos_fom.py
MainKratos_fom.py
 
 
MainKratos_nnm.py
MainKratos_nnm.py
 
 
MainKratos_rom.py
MainKratos_rom.py
 
 
ProjectParameters_nnm.json
ProjectParameters_nnm.json
 
 
ProjectParameters_rom.json
ProjectParameters_rom.json
 
 
README.md
README.md
 
 
RomParameters.json
RomParameters.json
 
 
TestResidualDecay.py
TestResidualDecay.py
 
 
TestResidualDecay_2.py
TestResidualDecay_2.py
 
 
TestResidualDecay_Proof.py
TestResidualDecay_Proof.py
 
 
TestResidualDecay_Proof2.py
TestResidualDecay_Proof2.py
 
 
ae_config_npy_from_json.py
ae_config_npy_from_json.py
 
 
app.py
app.py
 
 
app_conv2d.py
app_conv2d.py
 
 
app_conv2d_only_residual.py
app_conv2d_only_residual.py
 
 
beam_nonlinear_cantileaver_fom_coarse.time
beam_nonlinear_cantileaver_fom_coarse.time
 
 
beam_nonlinear_cantileaver_fom_coarse_result.time
beam_nonlinear_cantileaver_fom_coarse_result.time
 
 
compare_kratos_snapshots.py
compare_kratos_snapshots.py
 
 
custom_ae_creator.py
custom_ae_creator.py
 
 
data_analysis_conv2d.py
data_analysis_conv2d.py
 
 
dataset_generator.py
dataset_generator.py
 
 
fom_analysis.py
fom_analysis.py
 
 
fom_coarse.post.bin
fom_coarse.post.bin
 
 
fom_coarse_compare.post.bin
fom_coarse_compare.post.bin
 
 
fom_q_distances_test.py
fom_q_distances_test.py
 
 
kratos_io.py
kratos_io.py
 
 
log_to_history.py
log_to_history.py
 
 
matrix_to_gid_output.py
matrix_to_gid_output.py
 
 
my_json_phi.txt
my_json_phi.txt
 
 
nn_evaluator.py
nn_evaluator.py
 
 
nn_features_evaluator.py
nn_features_evaluator.py
 
 
nn_fom_reconstructor.py
nn_fom_reconstructor.py
 
 
nn_serializer.py
nn_serializer.py
 
 
nn_trainer.py
nn_trainer.py
 
 
nn_trainer_old.py
nn_trainer_old.py
 
 
nnm_analysis.py
nnm_analysis.py
 
 
nnm_coarse.post_k1.bin
nnm_coarse.post_k1.bin
 
 
nnm_coarse.post_k2.bin
nnm_coarse.post_k2.bin
 
 
parse_phi_to_json.py
parse_phi_to_json.py
 
 
plot_history_conv2d.py
plot_history_conv2d.py
 
 
plot_parameter_space.py
plot_parameter_space.py
 
 
pod_evaluator.py
pod_evaluator.py
 
 
residual_convergence_test.py
residual_convergence_test.py
 
 
results_visualizers.py
results_visualizers.py
 
 
rom_analysis.py
rom_analysis.py
 
 
run_evaluation_list.py
run_evaluation_list.py
 
 
run_nn_fom_reconstruction_list.py
run_nn_fom_reconstruction_list.py
 
 
run_nn_rom.py
run_nn_rom.py
 
 
run_nn_rom_general.py
run_nn_rom_general.py
 
 
run_nn_rom_mine.py
run_nn_rom_mine.py
 
 
run_nn_rom_proof.py
run_nn_rom_proof.py
 
 
run_nn_serialization_list.py
run_nn_serialization_list.py
 
 
run_training_list.py
run_training_list.py
 
 
scipy_q_optimiser.py
scipy_q_optimiser.py
 
 
svd.npy
svd.npy
 
 
test_svd_reconstruction.py
test_svd_reconstruction.py
 
 
test_svd_stuff.py
test_svd_stuff.py
 
 

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KratosAI

Contains experimental code to perform ROM on Kratos via AI

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Contains experimental code to perform ROM on Kratos via AI

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