Physics-Informed Deep Learning implementations in models/research?

Prerequisites

Please answer the following question for yourself before submitting an issue.

• I checked to make sure that this feature has not been requested already.

1. The entire URL of the file you are using

https://github.com/tensorflow/models/tree/master/research/

2. Describe the feature you request

Curious if anyone has considered adding Physics-Informed Neural Networks to the research models zoo. I have some pre-built I can contribute if the community and admins are on board. It would likely require its own folder in models/research, doesn't seem like it fits any of those already present.

3. Additional context

A few papers in this space - https://maziarraissi.github.io/PINNs/, https://arxiv.org/abs/2009.04544

I have a tf2.X implementation built on my channel - https://github.com/levimcclenny/SA-PINNs

4. Are you willing to contribute it? (Yes or No)

Absolutely