Data-Guided Physics-Informed Neural Networks for Solving Inverse Problems in Partial Differential Equations

Wei Zhou, Y. F. Xu

Physics-informed neural networks (PINNs) represent a significant advancement in scientific machine learning by integrating fundamental physical laws into their architecture through…