Non-parametric stochastic subset optimization utilizing multivariate boundary kernels and adaptive stochastic sampling. - Gaofeng Jia; Alexandros A. Taflanidis (Adv. Eng. Softw., 2015)

Efficient dimension reduction and surrogate-based sensitivity analysis for expensive models with high-dimensional outputs. - Min Li; Ruoqian Wang; Gaofeng Jia (Reliab. Eng. Syst. Saf., 2020)

Augmented sample-based approach for efficient evaluation of risk sensitivity with respect to epistemic uncertainty in distribution parameters. - Zhenqiang Wang; Gaofeng Jia (Reliab. Eng. Syst. Saf., 2020)

Extended sample-based approach for efficient sensitivity analysis of group of random variables. - Zhenqiang Wang; Gaofeng Jia (Reliab. Eng. Syst. Saf., 2023)

Site-Dependent Solutions of Wave Energy Converter Farms with Surrogate Models, Control Co-design, and Layout Optimization. - Saeed Azad; Daniel R. Herber; Suraj Khanal; Gaofeng Jia (ACC, 2024)

Integrated Design for Wave Energy Converter Farms: Assessing Plant, Control, Layout, and Site Selection Coupling in the Presence of Irregular Waves. - Saeed Azad; Suraj Khanal; Daniel R. Herber; Gaofeng Jia (CoRR, 2024)

Concurrent Geometry, Control, and Layout Optimization of Wave Energy Converter Farms in Probabilistic Irregular Waves using Surrogate Modeling. - Saeed Azad; Daniel R. Herber; Suraj Khanal; Gaofeng Jia (CoRR, 2024)

Developing Risk-Informed Speed Limits Against Single-Vehicle Crashes by Exploiting an Augmented Reliability Problem With Multi-Fidelity Enhancement. - Ziluo Xiong; Suren Chen; Gaofeng Jia (IEEE Trans. Intell. Transp. Syst., 2024)

Data-driven global sensitivity analysis for group of random variables through knowledge-enhanced machine learning with normalizing flows. - Ziluo Xiong; Gaofeng Jia (Reliab. Eng. Syst. Saf., 2025)