Semi-supervised deep learning for high-dimensional uncertainty quantification

Zequn Wang, Mingyang Li

Conventional uncertainty quantification methods usually lacks the capability of dealing with high-dimensional problems due to the curse of dimensionality. This paper presents a sem…