Popular repositories Loading

1. Loss_Landscape_PINNs Loss_Landscape_PINNs Public

   This repository contains the code for reproducing the results in the paper "Loss Landscape Engineering via Data Regulation on PINNs"

   Python 8

2. Spatio-Temporal-CP Spatio-Temporal-CP Public

   Exploring various UQ methods for spatio-temporal data

   Python 7

3. Fourier_NN_CSD3 Fourier_NN_CSD3 Public

   Experiments with FNO and its variants over MHD and Navier-Stokes Modelling

   Python 6 1

4. tf-pde tf-pde Public

   Autodiff based PDE solver implemented on the Tensorflow 2.x API. Package distribution is under the MIT License.

   Python 5 2

5. CP-PRE CP-PRE Public

   Framework for calibrating Physics Residual Errors as UQ across Neural-PDE models

   Python 3

6. Pytorch-Ecosystem-Day Pytorch-Ecosystem-Day Public

   Notebooks documenting PINNs showcased for PyTorch Ecosystem Day

   Jupyter Notebook 2