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Framework for the training and testing of different NonLinear architectures for their use in KratosMultiphysic's ROM

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Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
ArchitectureFactories		ArchitectureFactories
Kratos_Simulators		Kratos_Simulators
Optimization_Strategies		Optimization_Strategies
PrePostProcessors		PrePostProcessors
Schedulers		Schedulers
Utils		Utils
.gitignore		.gitignore
MainKratos_output_fluids.py		MainKratos_output_fluids.py
MainKratos_output_pointloads.py		MainKratos_output_pointloads.py
NMROM_Geometrical_Visualization.py		NMROM_Geometrical_Visualization.py
NMROM_simulator.py		NMROM_simulator.py
NMROM_simulator_sparse.py		NMROM_simulator_sparse.py
NMROM_simulator_sparse_cpp.py		NMROM_simulator_sparse_cpp.py
NMROM_simulator_sparse_cpp_pod.py		NMROM_simulator_sparse_cpp_pod.py
NMROM_simulator_sparse_old.py		NMROM_simulator_sparse_old.py
README.md		README.md
basic_keras_evaluator.py		basic_keras_evaluator.py
check_PODANN_NN_io_format.py		check_PODANN_NN_io_format.py
compare_kratos_snapshots.py		compare_kratos_snapshots.py
convert_train_config_json_to_npy.py		convert_train_config_json_to_npy.py
dataset_generator copy.py		dataset_generator copy.py
dataset_generator.py		dataset_generator.py
dataset_partitioner.py		dataset_partitioner.py
dataset_tools.py		dataset_tools.py
demo_rom_manager.py		demo_rom_manager.py
demo_rom_manager.py:Zone.Identifier		demo_rom_manager.py:Zone.Identifier
matrix_to_gid_output.py		matrix_to_gid_output.py
nn_evaluator.py		nn_evaluator.py
nn_evaluator_gappy_2.py		nn_evaluator_gappy_2.py
nn_trainer.py		nn_trainer.py
nn_trainer_gappy.py		nn_trainer_gappy.py
nn_trainer_gappy_2.py		nn_trainer_gappy_2.py
paper_plots_compare_models.py		paper_plots_compare_models.py
paper_plots_compare_models_low_samples.py		paper_plots_compare_models_low_samples.py
paper_plots_compare_residuals.py		paper_plots_compare_residuals.py
plot_scatter_R_norms.py		plot_scatter_R_norms.py
plot_training_history.py		plot_training_history.py
run_FOM_for_recons.py		run_FOM_for_recons.py
run_NMROM_list.py		run_NMROM_list.py
run_NMROM_list_cpp.py		run_NMROM_list_cpp.py
run_evaluation_list.py		run_evaluation_list.py
run_rom_manager.py		run_rom_manager.py
run_scipy_solver_list.py		run_scipy_solver_list.py
run_standalone_sfarhat_trainer.py		run_standalone_sfarhat_trainer.py
run_standalone_sonly_trainer.py		run_standalone_sonly_trainer.py
run_standalone_sonly_trainer_alt.py		run_standalone_sonly_trainer_alt.py
run_tf_gradient_test_list.py		run_tf_gradient_test_list.py
run_training_list.py		run_training_list.py
scipy_solver.py		scipy_solver.py
test_droplet_classifier.py		test_droplet_classifier.py
text_parser.py		text_parser.py
tf_gradient_tester.py		tf_gradient_tester.py