Nonnegativity-Enforced Gaussian Process Regression. - Andrew Pensoneault; Xiu Yang; Xueyu Zhu (CoRR, 2020)

Efficient Bayesian Physics Informed Neural Networks for inverse problems via Ensemble Kalman Inversion. - Andrew Pensoneault; Xueyu Zhu (J. Comput. Phys., 2024)

Uncertainty quantification for DeepONets with ensemble Kalman inversion. - Andrew Pensoneault; Xueyu Zhu (J. Comput. Phys., 2025)