@article{adaptivemachinelearningdrivenmultifideli, title = {Adaptive Machine Learning-Driven Multi-Fidelity Stratified Sampling for Failure Analysis of Nonlinear Stochastic Systems}, author = {Liuyun Xu and Seymour M. J. Spence}, year = {2025}, eprint = {2508.00734}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.00734}, }