├── Advection ├── PI_DeepONet_advection.ipynb ├── adv_loss_bcs.npy ├── adv_loss_res.npy └── adv_params.npy ├── Antiderivative └── DeepONet_antiderivative.ipynb ├── Burgers ├── Burger_losses.npy ├── Burger_params.npy └── PI_DeepONet_Burger.ipynb ├── README.md └── Stokes ├── PI_DeepONet_Stokes.ipynb ├── Stokes_losses.npy └── Stokes_params.npy /Advection/PI_DeepONet_advection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Advection/PI_DeepONet_advection.ipynb -------------------------------------------------------------------------------- /Advection/adv_loss_bcs.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Advection/adv_loss_bcs.npy -------------------------------------------------------------------------------- /Advection/adv_loss_res.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Advection/adv_loss_res.npy -------------------------------------------------------------------------------- /Advection/adv_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Advection/adv_params.npy -------------------------------------------------------------------------------- /Antiderivative/DeepONet_antiderivative.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Antiderivative/DeepONet_antiderivative.ipynb -------------------------------------------------------------------------------- /Burgers/Burger_losses.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Burgers/Burger_losses.npy -------------------------------------------------------------------------------- /Burgers/Burger_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Burgers/Burger_params.npy -------------------------------------------------------------------------------- /Burgers/PI_DeepONet_Burger.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Burgers/PI_DeepONet_Burger.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/README.md -------------------------------------------------------------------------------- /Stokes/PI_DeepONet_Stokes.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Stokes/PI_DeepONet_Stokes.ipynb -------------------------------------------------------------------------------- /Stokes/Stokes_losses.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Stokes/Stokes_losses.npy -------------------------------------------------------------------------------- /Stokes/Stokes_params.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PredictiveIntelligenceLab/ImprovedDeepONets/HEAD/Stokes/Stokes_params.npy --------------------------------------------------------------------------------