Hamiltonian Monte Carlo Methods for Subset Simulation in Reliability Analysis

5 June 2017

Papers citing "Hamiltonian Monte Carlo Methods for Subset Simulation in Reliability Analysis"

8 / 8 papers shown

Title
A Direct Importance Sampling-based Framework for Rare Event Uncertainty Quantification in Non-Gaussian Spaces Elsayed M. Eshra Konstantinos G. Papakonstantinou Hamed Nikbakht 33 0 0 23 May 2024
Efficient seismic reliability and fragility analysis of lifeline networks using subset simulation Dongkyu Lee Ziqi Wang Junho Song 36 5 0 16 Oct 2023
A physics and data co-driven surrogate modeling method for high-dimensional rare event simulation Jianhua Xian Ziqi Wang AI4CE 35 9 0 30 Sep 2023
Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation Somayajulu L. N. Dhulipala Michael D. Shields Promiti Chakroborty Wen Jiang B. Spencer J. Hales V. Labouré Zachary M. Prince C. Bolisetti Yifeng Che 27 19 0 06 Jan 2022
Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation Somayajulu L. N. Dhulipala Michael D. Shields B. Spencer C. Bolisetti A. Slaughter V. Labouré P. Chakroborty 34 24 0 25 Jun 2021
Active learning for structural reliability: survey, general framework and benchmark M. Moustapha S. Marelli Bruno Sudret AI4CE 21 156 0 03 Jun 2021
Probabilistic Performance-Pattern Decomposition (PPPD): analysis framework and applications to stochastic mechanical systems Ziqi Wang M. Broccardo Junho Song 40 1 0 04 Mar 2020
Multilevel Sequential Importance Sampling for Rare Event Estimation Fabian Wagner J. Latz I. Papaioannou E. Ullmann 24 20 0 17 Sep 2019