Group

Yi (Irene) Ji

Research: Computer experiments, uncertainty quantification, multi-fidelity modeling, software testing, sequential design 

Xiaojun Zheng

Research: Topological data analysis, anomaly monitoring, change-point detection

John Miller

Research: Bayesian optimization, computer experiments, transfer learning, statistical methods in physics & engineering

Kevin Li

Research: Scalable Bayesian computation, computer experiments, sequential design, Gaussian processes

Stephen Hahn

Research: Algorithmic composition, interpretable machine learning

Yen-Chun Liu

Research: Bayesian optimization, computer experiments, experimental design, Gaussian processes

Xinming Wang (visiting, Peking U)

Research: Transfer learning, computer experiments, multi-fidelity modeling, Gaussian processes

Difan Song (Georgia Tech)

Research: Experimental design, causal inference, reinforcement learning