If you use this code, please cite the following paper:
@article{Zheng2022Consistency,
author = {Zheng, Xiaohu and Yao, Wen and Zhang, Yunyang and Zhang, Xiaoya},
title = {Consistency regularization-based deep polynomial chaos neural network method for reliability analysis},
journal = {Reliability Engineering & System Safety},
volume = {227},
pages = {108732},
ISSN = {09518320},
DOI = {10.1016/j.ress.2022.108732},
year = {2022},
type = {Journal Article}
}