Publications
Submitted papers
B. Zhang, K. Spiliopoulos, and Y. Marzouk. “Transport map unadjusted Langevin algorithms.” arXiv:2302.07227
B. Zhang, T. Sahai, and Y. Marzouk. “Computing the eigenfunctions of the multidimensional Ornstein-Uhlenbeck operator.” arXiv:2110.09229
Journal articles
B. Zhang, Y. Marzouk, and K. Spiliopoulos. “Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics.” Statistics and Computing, 32(5), 78, 2022. Link arXiv:2108.08247
B. Zhang, T. Sahai, and Y. Marzouk. “A Koopman framework for rare event simulation in stochastic differential equations.” Journal of Computational Physics 456 (2022): 111025. Link, arXiv:2101.07330
B. Zhang, M. Chamanzar, and M.-R. Alam. “Suppression of epileptic seizures via Anderson localization”. Journal of The Royal Society Interface 14.127 (2017): 20160872. Link
Conference proceedings
B. Zhang, T. Sahai, and Y. Marzouk. “Sampling via Controlled Stochastic Dynamical Systems.” I (Still) Can’t Believe It’s Not Better! NeurIPS 2021 Workshop. 2021. Link
B. Zhang, Y. Marzouk, B.-Y. Min, and T. Sahai. “Rare event simulation of a rotorcraft system.” 2018 AIAA Non-Deterministic Approaches Conference. 2018. Link
Technical reports
- T. Sahai, B. Zhang, Y. Marzouk, Q. Long. “Scalable Inference for Rare Events: Computational Methods for Estimating Probability of Tail Events.” United Technologies Research Center, East Hartford, CT, 2019. Link