Series of semi-Markov processes to model infrastructure resilience under multihazards. - Somayajulu L. N. Dhulipala; Madeleine M. Flint (Reliab. Eng. Syst. Saf., 2020)

Efficient Interdependent Systems Recovery Modeling with DeepONets. - Somayajulu L. N. Dhulipala; Ryan C. Hruska (CoRR, 2022)

Bayesian Inference with Latent Hamiltonian Neural Networks. - Somayajulu L. N. Dhulipala; Yifeng Che; Michael D. Shields (CoRR, 2022)

Physics-Informed Machine Learning of Dynamical Systems for Efficient Bayesian Inference. - Somayajulu L. N. Dhulipala; Yifeng Che; Michael D. Shields (CoRR, 2022)

General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation. - Promit Chakroborty; Somayajulu L. N. Dhulipala; Yifeng Che; Wen Jiang 003; Benjamin W. Spencer; Jason D. Hales; Michael D. Shields (CoRR, 2022)

Active learning with multifidelity modeling for efficient rare event simulation. - Somayajulu L. N. Dhulipala; Michael D. Shields; Benjamin W. Spencer; Chandrakanth Bolisetti; Andrew E. Slaughter; Vincent M. Laboure; Promit Chakroborty (J. Comput. Phys., 2022)

Reliability estimation of an advanced nuclear fuel using coupled active learning, multifidelity modeling, and subset simulation. - Somayajulu L. N. Dhulipala; Michael D. Shields; Promit Chakroborty; Wen Jiang 003; Benjamin W. Spencer; Jason D. Hales; Vincent M. Laboure; Zachary M. Prince; Chandrakanth Bolisetti; Yifeng Che (Reliab. Eng. Syst. Saf., 2022)

MOOSE Stochastic Tools: A module for performing parallel, memory-efficient in situ stochastic simulations. - Andrew E. Slaughter; Zachary M. Prince; Peter German; Ian Halvic; Wen Jiang 003; Benjamin W. Spencer; Somayajulu L. N. Dhulipala; Derek R. Gaston (SoftwareX, 2023)

Efficient Bayesian inference with latent Hamiltonian neural networks in No-U-Turn Sampling. - Somayajulu L. N. Dhulipala; Yifeng Che; Michael D. Shields (J. Comput. Phys., 2023)

Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks. - Denny Thaler; Somayajulu L. N. Dhulipala; Franz Bamer; Bernd Markert; Michael D. Shields (CoRR, 2024)

Covariance-Free Bifidelity Control Variates Importance Sampling for Rare Event Reliability Analysis. - Promit Chakroborty; Somayajulu L. N. Dhulipala; Michael D. Shields (SIAM/ASA J. Uncertain. Quantification, 2025)