Physics Informed Constrained Learning of Dynamics from Static Data

Pengtao Dang, Tingbo Guo, Melissa Fishel +4

A physics-informed neural network (PINN) models the dynamics of a system by integrating the governing physical laws into the architecture of a neural network. By enforcing physical…