├── .gitignore ├── LICENSE ├── PINNs ├── PinnLayer.py ├── PinnModel.py ├── __init__.py ├── create_data.py ├── create_example_parameters.py ├── ode_solver.py └── run_system_identification.py ├── README.md ├── envname.yml └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/LICENSE -------------------------------------------------------------------------------- /PINNs/PinnLayer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/PinnLayer.py -------------------------------------------------------------------------------- /PINNs/PinnModel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/PinnModel.py -------------------------------------------------------------------------------- /PINNs/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /PINNs/create_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/create_data.py -------------------------------------------------------------------------------- /PINNs/create_example_parameters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/create_example_parameters.py -------------------------------------------------------------------------------- /PINNs/ode_solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/ode_solver.py -------------------------------------------------------------------------------- /PINNs/run_system_identification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/PINNs/run_system_identification.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/README.md -------------------------------------------------------------------------------- /envname.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/envname.yml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jbesty/PINN_system_identification/HEAD/requirements.txt --------------------------------------------------------------------------------