├── AC_results.png ├── Allen-Cahn_FPINNs_Forward.py ├── Allen-Cahn_FPINNs_Inverse.py ├── FPINN.png ├── FuzzyLayers.py ├── README.md └── dataset ├── AC.mat ├── KdV.mat ├── README.txt └── burgers_shock.mat /AC_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/AC_results.png -------------------------------------------------------------------------------- /Allen-Cahn_FPINNs_Forward.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/Allen-Cahn_FPINNs_Forward.py -------------------------------------------------------------------------------- /Allen-Cahn_FPINNs_Inverse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/Allen-Cahn_FPINNs_Inverse.py -------------------------------------------------------------------------------- /FPINN.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/FPINN.png -------------------------------------------------------------------------------- /FuzzyLayers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/FuzzyLayers.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/README.md -------------------------------------------------------------------------------- /dataset/AC.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/dataset/AC.mat -------------------------------------------------------------------------------- /dataset/KdV.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/dataset/KdV.mat -------------------------------------------------------------------------------- /dataset/README.txt: -------------------------------------------------------------------------------- 1 | put dataset in this folder 2 | -------------------------------------------------------------------------------- /dataset/burgers_shock.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/siyuancncd/FPINNs/HEAD/dataset/burgers_shock.mat --------------------------------------------------------------------------------