Ben Moseley Thesis (2022) on Physics-informed-ML
https://ora.ox.ac.uk/objects/uuid:b790477c-771f-4926-99c6-d2f9d248cb23/files/d8p58pd35h
Scientific ML with open-source SciML https://github.com/SciML
SciML https://sciml.ai/
Another repo on #pinn: https://github.com/maziarraissi/PINNs