├── LICENSE ├── PyTorch_TANN ├── TANN_1D_elasto-hypoplastic_mat.ipynb ├── __pycache__ │ └── misc.cpython-39.pyc ├── data_1D_hypo_500real └── misc.py ├── README.md ├── classThermodynamicsANNs ├── PreProcessingOperations.py └── ThermodynamicsANNs.py ├── main.py ├── output_data ├── ThermoTANN_weights.data-00000-of-00001 ├── ThermoTANN_weights.index └── checkpoint └── reference_data ├── input_data └── output_data /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/LICENSE -------------------------------------------------------------------------------- /PyTorch_TANN/TANN_1D_elasto-hypoplastic_mat.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/PyTorch_TANN/TANN_1D_elasto-hypoplastic_mat.ipynb -------------------------------------------------------------------------------- /PyTorch_TANN/__pycache__/misc.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/PyTorch_TANN/__pycache__/misc.cpython-39.pyc -------------------------------------------------------------------------------- /PyTorch_TANN/data_1D_hypo_500real: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/PyTorch_TANN/data_1D_hypo_500real -------------------------------------------------------------------------------- /PyTorch_TANN/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/PyTorch_TANN/misc.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/README.md -------------------------------------------------------------------------------- /classThermodynamicsANNs/PreProcessingOperations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/classThermodynamicsANNs/PreProcessingOperations.py -------------------------------------------------------------------------------- /classThermodynamicsANNs/ThermodynamicsANNs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/classThermodynamicsANNs/ThermodynamicsANNs.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/main.py -------------------------------------------------------------------------------- /output_data/ThermoTANN_weights.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/output_data/ThermoTANN_weights.data-00000-of-00001 -------------------------------------------------------------------------------- /output_data/ThermoTANN_weights.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/output_data/ThermoTANN_weights.index -------------------------------------------------------------------------------- /output_data/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/output_data/checkpoint -------------------------------------------------------------------------------- /reference_data/input_data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/reference_data/input_data -------------------------------------------------------------------------------- /reference_data/output_data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/filippo-masi/Thermodynamics-Neural-Networks/HEAD/reference_data/output_data --------------------------------------------------------------------------------