├── Allen_Cahn └── AC.ipynb ├── KS ├── chaotic_KS.py └── regular_KS.py ├── LICENSE ├── Lorentz └── Causal_PINNs_lorentz.py ├── NS └── NS.py ├── README.md ├── animations ├── AC.mp4 ├── KS.mp4 ├── NS.mp4 └── Readme.md ├── data ├── AC.mat ├── NS.npy ├── ks_chaotic.mat └── ks_simple.mat └── requirements.txt /Allen_Cahn/AC.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/Allen_Cahn/AC.ipynb -------------------------------------------------------------------------------- /KS/chaotic_KS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/KS/chaotic_KS.py -------------------------------------------------------------------------------- /KS/regular_KS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/KS/regular_KS.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/LICENSE -------------------------------------------------------------------------------- /Lorentz/Causal_PINNs_lorentz.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/Lorentz/Causal_PINNs_lorentz.py -------------------------------------------------------------------------------- /NS/NS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/NS/NS.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/README.md -------------------------------------------------------------------------------- /animations/AC.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/animations/AC.mp4 -------------------------------------------------------------------------------- /animations/KS.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/animations/KS.mp4 -------------------------------------------------------------------------------- /animations/NS.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/animations/NS.mp4 -------------------------------------------------------------------------------- /animations/Readme.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /data/AC.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/data/AC.mat -------------------------------------------------------------------------------- /data/NS.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/data/NS.npy -------------------------------------------------------------------------------- /data/ks_chaotic.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/data/ks_chaotic.mat -------------------------------------------------------------------------------- /data/ks_simple.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/data/ks_simple.mat -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/CausalPINNs/HEAD/requirements.txt --------------------------------------------------------------------------------