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by occamschainsaw 818 days ago
I am currently working on physics-informed ML models for accelerating DFT calculations and am broadly interested in ML PDE solvers. Overall, I think physics-informed ML (not just PINNs) will be very impactful for computationally heavy science and engineering simulations. Nvidia and Ansys already have "AI" acceleration for their sims.

https://developer.nvidia.com/modulus

https://www.ansys.com/ai