Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks

10 January 2024

Papers citing "Reliability Analysis of Complex Systems using Subset Simulations with Hamiltonian Neural Networks"

8 / 8 papers shown

Title
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 50 24 0 25 Jun 2021
Ensemble approximate control variate estimators: Applications to multi-fidelity importance sampling Trung T. Pham Alex A. Gorodetsky 65 14 0 07 Jan 2021
Hamiltonian Neural Networks S. Greydanus Misko Dzamba J. Yosinski PINN AI4CE 118 898 0 04 Jun 2019
Multifidelity probability estimation via fusion of estimators Boris Kramer A. Marques Benjamin Peherstorfer Umberto Villa Karen E. Willcox 43 25 0 07 May 2019
Generalizing Hamiltonian Monte Carlo with Neural Networks Daniel Levy Matthew D. Hoffman Jascha Narain Sohl-Dickstein BDL 73 130 0 25 Nov 2017
MCMC using Hamiltonian dynamics Radford M. Neal 292 3,283 0 09 Jun 2012
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 169 4,304 0 18 Nov 2011
Bayesian Post-Processor and other Enhancements of Subset Simulation for Estimating Failure Probabilities in High Dimensions Konstantin Zuev J. Beck S. Au L. Katafygiotis 81 203 0 15 Oct 2011