Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis S Tong, E Vanden-Eijnden, G Stadler Communications in Applied Mathematics and Computational Science 16 (2), 181-225, 2021 | 27 | 2021 |
Optimization under rare chance constraints S Tong, A Subramanyam, V Rao SIAM Journal on Optimization 32 (2), 930-958, 2022 | 16 | 2022 |
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems T Schorlepp, S Tong, T Grafke, G Stadler Statistics and Computing 33 (6), 137, 2023 | 7 | 2023 |
Large deviation theory-based adaptive importance sampling for rare events in high dimensions S Tong, G Stadler SIAM/ASA Journal on Uncertainty Quantification 11 (3), 788-813, 2023 | 7 | 2023 |
Estimating earthquake-induced tsunami inundation probabilities without sampling S Tong, E Vanden-Eijnden, G Stadler arXiv preprint arXiv:2111.14325, 2021 | 2 | 2021 |
Extreme event probability estimation with application to tsunamis S Tong SIAM News, 2021 | 2 | 2021 |
Sensitivity Analysis of the Information Gain in Infinite-Dimensional Bayesian Linear Inverse Problems A Chowdhary, S Tong, G Stadler, A Alexanderian arXiv preprint arXiv:2310.16906, 2023 | 1 | 2023 |
Estimating earthquake-induced tsunami height probabilities without sampling S Tong, E Vanden-Eijnden, G Stadler Pure and Applied Geophysics 180 (5), 1587-1597, 2023 | 1 | 2023 |
Extreme Event Probability Estimation and Control Using Large Deviation Theory and Pde-Constrained Optimization S Tong New York University, 2022 | | 2022 |
1 Extreme event probability estimation and uncertainty quantification S Tong | | |
Extreme event probability estimation using tools from PDE-constrained optimization G Stadler, S Tong, E Vanden-Eijnden 2021 Joint Mathematics Meetings (JMM), 0 | | |