Chih-Li Sung

According to our database, Chih-Li Sung authored at least 9 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Active Learning for a Recursive Non-Additive Emulator for Multi-Fidelity Computer Experiments.

Junoh Heo, Chih-Li Sung

Technometrics, January, 2025

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

2024

Mesh-Clustered Gaussian Process Emulator for Partial Differential Equation Boundary Value Problems.

Chih-Li Sung, Wenjia Wang, Liang Ding, Xingjian Wang

Technometrics, July, 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, March, 2024

Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes.

Yang Chen, Chih-Li Sung, Arpan Kusari, Xiaoyang Song, Wenbo Sun

CoRR, 2024

2022

Calibration of Inexact Computer Models with Heteroscedastic Errors.

Chih-Li Sung, Beau David Barber, Berkley J. Walker

SIAM/ASA J. Uncertain. Quantification, December, 2022

2019

Contributions to binary-output computer experiments and large-scale computer experiments.

Chih-Li Sung

PhD thesis, 2019

2018

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

2017

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