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Shanyin Tong
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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
272021
Optimization under rare chance constraints
S Tong, A Subramanyam, V Rao
SIAM Journal on Optimization 32 (2), 930-958, 2022
162022
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
72023
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
72023
Estimating earthquake-induced tsunami inundation probabilities without sampling
S Tong, E Vanden-Eijnden, G Stadler
arXiv preprint arXiv:2111.14325, 2021
22021
Extreme event probability estimation with application to tsunamis
S Tong
SIAM News, 2021
22021
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
12023
Estimating earthquake-induced tsunami height probabilities without sampling
S Tong, E Vanden-Eijnden, G Stadler
Pure and Applied Geophysics 180 (5), 1587-1597, 2023
12023
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
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Articles 1–11