├── .gitignore ├── 1D PINN Script.py ├── 1D PINN.ipynb ├── 1DNumerical.py ├── 2D PINN Script.py ├── 2D PINN.ipynb ├── 2D.pth ├── Hidden Layer Hyperparameters Study.ipynb ├── LICENSE ├── Nondimensionalisation.ipynb ├── environment.yaml ├── profile.json ├── size_loss.json ├── size_time.json └── speed.json /.gitignore: -------------------------------------------------------------------------------- 1 | .traces -------------------------------------------------------------------------------- /1D PINN Script.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/1D PINN Script.py -------------------------------------------------------------------------------- /1D PINN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/1D PINN.ipynb -------------------------------------------------------------------------------- /1DNumerical.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/1DNumerical.py -------------------------------------------------------------------------------- /2D PINN Script.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/2D PINN Script.py -------------------------------------------------------------------------------- /2D PINN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/2D PINN.ipynb -------------------------------------------------------------------------------- /2D.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/2D.pth -------------------------------------------------------------------------------- /Hidden Layer Hyperparameters Study.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/Hidden Layer Hyperparameters Study.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/LICENSE -------------------------------------------------------------------------------- /Nondimensionalisation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/Nondimensionalisation.ipynb -------------------------------------------------------------------------------- /environment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/environment.yaml -------------------------------------------------------------------------------- /profile.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/profile.json -------------------------------------------------------------------------------- /size_loss.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/size_loss.json -------------------------------------------------------------------------------- /size_time.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/size_time.json -------------------------------------------------------------------------------- /speed.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aryam1/HeatPINN/HEAD/speed.json --------------------------------------------------------------------------------