Convolutional neural network based reduced order modeling for multiscale problems

Xuhan Zhang, Lijian Jiang

In this paper, we combine convolutional neural networks (CNNs) with reduced order modeling (ROM) for efficient simulations of multiscale problems. These problems are modeled by par…