On the Application of Data-Driven Deep Neural Networks in Linear and Nonlinear Structural Dynamics

Nan Feng, Guodong Zhang, Kapil Khandelwal

The use of deep neural network (DNN) models as surrogates for linear and nonlinear structural dynamical systems is explored. The goal is to develop DNN based surrogates to predict…