A Statistician's Overview of Physics-Informed Neural Networks for Spatio-Temporal Data

Christopher K. Wikle, Joshua North, Giri Gopalan +1

The recent success of deep neural network models with physical constraints (so-called, Physics-Informed Neural Networks, PINNs) has led to renewed interest in the incorporation of…