Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training

Lixiang Zhang, Jia Li

For computational efficiency, surrogate models have been used to emulate mathematical simulators for physical or biological processes. High-speed simulation is crucial for conducti…