AI RESEARCH

Improving the accuracy of physics-informed neural networks via last-layer retraining

arXiv CS.LG

ArXi:2603.04672v2 Announce Type: replace-cross Physics-informed neural networks (PINNs) are a versatile tool in the burgeoning field of scientific machine learning for solving partial differential equations (PDEs). However, determining suitable