Recent arXiv papers advance AI for scientific discovery and modeling

Papers propose TIDE for battery health estimation, LIGO-PINN for PINN convergence, and an agentic AI community for neural operator discovery. A diagnostic study evaluates when structural priors help in scientific machine learning.