Stiff-PDEs-and-Physics-Informed-Neural-Networks

DOI

This repository contains all of the files and datasets required to reproduce the findings of our review paper.

Link to the review paper : https://link.springer.com/article/10.1007/s11831-023-09890-4

You need to install Docker. Then you can download the following Docker images.

Acknowledgements

This work is funded by the United Kingdom Atomic Energy Authority (UKAEA) and the Engineering and Physical Sciences Research Council (EPSRC) under the Grant Agreement Numbers EP/T517987/1 and EP/R012091/1. We acknowledge the support of Supercomputing Wales and AccelerateAI projects, which is part-funded by the European Regional Development Fund (ERDF) via the Welsh Government for giving us access to NVIDIA A100 40 GB GPUs for batch training. We also acknowledge the support of NVIDIA for donating us a NVIDIA RTX A5000 24 GB for local testing.