├── PINN main.ipynb ├── README.md ├── images └── main.PNG └── models ├── TIE_model.py ├── Unet_block.py ├── initialization.py ├── metrics.py ├── split_dataset.py └── ssim_loss.py /PINN main.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/PINN main.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/README.md -------------------------------------------------------------------------------- /images/main.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/images/main.PNG -------------------------------------------------------------------------------- /models/TIE_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/TIE_model.py -------------------------------------------------------------------------------- /models/Unet_block.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/Unet_block.py -------------------------------------------------------------------------------- /models/initialization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/initialization.py -------------------------------------------------------------------------------- /models/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/metrics.py -------------------------------------------------------------------------------- /models/split_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/split_dataset.py -------------------------------------------------------------------------------- /models/ssim_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dongxixiaoqiang915/Physics-informed-neural-network/HEAD/models/ssim_loss.py --------------------------------------------------------------------------------