A heteroencoder architecture for prediction of failure locations in porous metals using variational inference. - Wyatt Bridgman; Xiaoxuan Zhang; Gregory H. Teichert; Mohammad Khalil; Krishna C. Garikipati; Reese E. Jones (CoRR, 2022)

Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations. - Wyatt Bridgman; Reese E. Jones; Mohammad Khalil (CoRR, 2023)

Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy. - Wyatt Bridgman; Uma Balakrishnan; Reese E. Jones; Jiefu Chen; Xuqing Wu 001; Cosmin Safta; Yueqin Huang; Mohammad Khalil (CoRR, 2023)