Robust expected information gain for optimal Bayesian experimental design using ambiguity sets. - Jinwoo Go; Tobin Isaac (UAI, 2022)

Accelerating Bayesian Optimal Experimental Design with Derivative-Informed Neural Operators. - Jinwoo Go; Peng Chen (CoRR, 2023)

Sequential infinite-dimensional Bayesian optimal experimental design with derivative-informed latent attention neural operator. - Jinwoo Go; Peng Chen (J. Comput. Phys., 2025)

Efficient and Scalable Machine Learning Methods for Robust Bayesian Optimal Experimental Design. - Jinwoo Go (2025)