37 citations · 168 across the 20 of their papers we have counts for
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stat.CO2023★ 22 cited
A physics and data co-driven surrogate modeling method for high-dimensional rare event simulation
Jianhua Xian, Ziqi Wang
This paper presents a physics and data co-driven surrogate modeling method for efficient rare event simulation of civil and mechanical systems with high-dimensional input uncertain…
stat.CO2017★ 5 cited
Hamiltonian Monte Carlo Methods for Subset Simulation in Reliability Analysis
Ziqi Wang, Marco Broccardo, Junho Song
This paper studies a non-random-walk Markov Chain Monte Carlo method, namely the Hamiltonian Monte Carlo (HMC) method in the context of Subset Simulation used for structural reliab…