Physics-Informed Machine Learning for Seismic Response Prediction of Nonlinear Steel Moment Resisting Frame Structures

The author presents a novel physics-informed machine learning method to model seismic responses of nonlinear structures by incorporating scientific principles and physical laws into deep neural networks.