Machine learning based surrogate modeling with SVD enabled training for nonlinear civil structures subject to dynamic loading

Siddharth S. Parida, Supratik Bose, Megan Butcher +2

The computationally expensive estimation of engineering demand parameters (EDPs) via finite element (FE) models, while considering earthquake and parameter uncertainty limits the u…