A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities

Vishwas Rao, Romit Maulik, Emil Constantinescu +1

We develop a novel computational method for evaluating the extreme excursion probabilities arising from random initialization of nonlinear dynamical systems. The method uses excurs…