├── .gitignore ├── LICENSE ├── NNSchematic2.png ├── README.md ├── TrainedNetworks ├── Henon_Heiles_DSR_0.1_nlayers_2-orbits-baseline_integrator_RK45_epochs_1_BatchSize_512.tar └── Henon_Heiles_DSR_0.1_nlayers_2-orbits-hnn_integrator_RK45_epochs_1_BatchSize_512.tar ├── analyze-henon_heiles.ipynb ├── baseline_nn.py ├── data.py ├── hnn.py ├── main.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/LICENSE -------------------------------------------------------------------------------- /NNSchematic2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/NNSchematic2.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/README.md -------------------------------------------------------------------------------- /TrainedNetworks/Henon_Heiles_DSR_0.1_nlayers_2-orbits-baseline_integrator_RK45_epochs_1_BatchSize_512.tar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/TrainedNetworks/Henon_Heiles_DSR_0.1_nlayers_2-orbits-baseline_integrator_RK45_epochs_1_BatchSize_512.tar -------------------------------------------------------------------------------- /TrainedNetworks/Henon_Heiles_DSR_0.1_nlayers_2-orbits-hnn_integrator_RK45_epochs_1_BatchSize_512.tar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/TrainedNetworks/Henon_Heiles_DSR_0.1_nlayers_2-orbits-hnn_integrator_RK45_epochs_1_BatchSize_512.tar -------------------------------------------------------------------------------- /analyze-henon_heiles.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/analyze-henon_heiles.ipynb -------------------------------------------------------------------------------- /baseline_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/baseline_nn.py -------------------------------------------------------------------------------- /data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/data.py -------------------------------------------------------------------------------- /hnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/hnn.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/main.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anshu957/OrderChaosHNN/HEAD/utils.py --------------------------------------------------------------------------------