04:00
2026-07-14
arxiv.org
machine-learning
SciML in the Wild: A Diagnostic Study of When Structural Priors Help and When They Hurt
A new study from arXiv (2607.09684v1) evaluating Scientific Machine Learning methods including Neural ODEs, PINNs, and UDEs across 23 countries finds that none of the models achieve consistently stron…