Data-Driven Global Sensitivity Analysis Using the Arbitrary Polynomial Chaos Expansion Model. - Qizhe Li; Hanyan Huang (ICSRS, 2022)

A multi-fidelity surrogate model for non-hierarchical data and its application in sensitivity analysis. - Mei Xiong; Haopeng Qin; Hanyan Huang (DSIT, 2023)

Economic Evaluation of Distributed Resources by Locational Marginal Price. - Hanyan Huang; Weichao Zhang (iSPEC, 2023)

A new robust initial sampling approach based on significant domain for system reliability analysis. - Shiyu Bi; Hanyan Huang (ICMML, 2024)

Grid-Mapping Pseudo-Count Constraint for Offline Reinforcement Learning. - Yi Shen; Hanyan Huang; Shan Xie (CoRR, 2024)

Hypercube Policy Regularization Framework for Offline Reinforcement Learning. - Yi Shen; Hanyan Huang (CoRR, 2024)

A novel multi-fidelity surrogate modeling method for non-hierarchical data fusion. - Shan Xie; Hanyan Huang; Xiaoyu Xu; Yanhui Duan; Hongbo Chen (Eng. Comput., 2024)