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

Denny Thaler, Somayajulu L. N. Dhulipala, Franz Bamer +2

We present a new Subset Simulation approach using Hamiltonian neural network-based Monte Carlo sampling for reliability analysis. The proposed strategy combines the superior sampli…