Pinned Loading

1. lululxvi/deepxde lululxvi/deepxde Public

   A library for scientific machine learning and physics-informed learning

   Python 3.8k 910

2. lu-group/pinn-sampling lu-group/pinn-sampling Public

   A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks

   Python 97 18

3. lu-group/fourier-deeponet-fwi lu-group/fourier-deeponet-fwi Public

   Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness

   Python 34 1

4. lu-group/deeponet-extrapolation lu-group/deeponet-extrapolation Public

   Reliable extrapolation of deep neural operators informed by physics or sparse observations

   Python 28 6

5. lu-group/fourier-mionet-gcs lu-group/fourier-mionet-gcs Public

   Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestration

   Python 18 4

6. lu-group/nested-fourier-deeponet-gcs-3d lu-group/nested-fourier-deeponet-gcs-3d Public

   Efficient and generalizable nested Fourier-DeepONet for three-dimensional geological carbon sequestration

   Python 8 2