Gated Linear Model induced U-net for surrogate modeling and uncertainty quantification

Sai Krishna Mendu, Souvik Chakraborty

We propose a novel deep learning based surrogate model for solving high-dimensional uncertainty quantification and uncertainty propagation problems. The proposed deep learning arch…