Physics-Informed Neural Networks (PINN) and Deep symbolic regression for physics

Published 2023-03-10T20:05:00.006Z by Physics Derivation Graph

https://github.com/WassimTenachi/PhySO 
https://twitter.com/astro_wassim/status/1633645134934949888
https://arxiv.org/abs/2303.03192 
I haven't read enough to understand whether there's a connection to Physics-Informed Neural Networks https://arxiv.org/abs/2201.05624 

Both seem to rely on experimental data.