Evolutionary Algorithm-Guided LLMs for Physics-Informed Neural Network Design

Xu Yang, Mingyang Yu, Jing Xu +1

Physics-informed neural networks (PINNs) are unusually sensitive to interacting choices of architecture, activation, loss weighting, collocation, optimization, and constraint enfor…