Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration. - Shiang-Ting Yeh; Xingjian Wang; Chih-Li Sung; Simon Mak; Yu-Hung Chang; Liwei Zhang; C. F. Jeff Wu; Vigor Yang (CoRR, 2017)

Kernel-smoothed proper orthogonal decomposition (KSPOD)-based emulation for prediction of spatiotemporally evolving flow dynamics. - Yu-Hung Chang; Liwei Zhang; Xingjian Wang; Shiang-Ting Yeh; Simon Mak; Chih-Li Sung; C. F. Jeff Wu; Vigor Yang (CoRR, 2018)

Contributions to binary-output computer experiments and large-scale computer experiments. - Chih-Li Sung (2019)

Calibration of Inexact Computer Models with Heteroscedastic Errors. - Chih-Li Sung; Beau David Barber; Berkley J. Walker (SIAM/ASA J. Uncertain. Quantification, 2022)

Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes. - Yang Chen; Chih-Li Sung; Arpan Kusari; Xiaoyang Song; Wenbo Sun (CoRR, 2024)

Stacking Designs: Designing Multifidelity Computer Experiments with Target Predictive Accuracy. - Chih-Li Sung; Yi (irene) Ji; Simon Mak; Wenjia Wang; Tao Tang (SIAM/ASA J. Uncertain. Quantification, 2024)

Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems. - Chih-Li Sung; Wenjia Wang; Liang Ding; Xingjian Wang (Technometrics, 2024)

Advancing Inverse Scattering with Surrogate Modeling and Bayesian Inference for Functional Inputs. - Chih-Li Sung; Yao Song; Ying Hung (SIAM/ASA J. Uncertain. Quantification, 2025)

Active Learning for a Recursive Non-Additive Emulator for Multi-Fidelity Computer Experiments. - Junoh Heo; Chih-Li Sung (Technometrics, 2025)