https://www.understandingai.org/p/i-got-fooled-by-ai-for-science-hypeheres plasma physicist gets disappointing results trying to implement "physics-inspired neural networks" for solving PDEs. the example in the paper works, but a different equation doesn't converge at all to the known closed-form solution & he can't find any settings that get it to work.