Some more resources;

1) Wikipedia - https://en.wikipedia.org/wiki/Physics-informed_neural_networ...

2) Physics Informed Deep Learning - https://maziarraissi.github.io/PINNs/

3) Exploring Physics-Informed Neural Networks: From Fundamentals to Applications in Complex Systems - https://arxiv.org/html/2410.00422v1

4) An Expert's Guide to Training Physics-informed Neural Networks - https://arxiv.org/abs/2308.08468

5) Understanding Physics-Informed Neural Networks: Techniques, Applications, Trends, and Challenges - https://www.mdpi.com/2673-2688/5/3/74