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Shanyin Tong
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 7
Top Topics
Rare Events
Stochastic Systems
Markov Chain Monte Carlo
Chance Constraints
Top Venues
CoRR
SIAM J. Optim.
SIAM/ASA J. Uncertain. Quantification
Stat. Comput.
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Publications
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Shanyin Tong
,
Georg Stadler
Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions.
SIAM/ASA J. Uncertain. Quantification
11 (3) (2023)
Timo Schorlepp
,
Shanyin Tong
,
Tobias Grafke
,
Georg Stadler
Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems.
Stat. Comput.
33 (6) (2023)
Abhijit Chowdhary
,
Shanyin Tong
,
Georg Stadler
,
Alen Alexanderian
Sensitivity Analysis of the Information Gain in Infinite-Dimensional Bayesian Linear Inverse Problems.
CoRR
(2023)
Shanyin Tong
,
Anirudh Subramanyam
,
Vishwas Rao
Optimization under Rare Chance Constraints.
SIAM J. Optim.
32 (2) (2022)
Shanyin Tong
,
Georg Stadler
Large deviation theory-based adaptive importance sampling for rare events in high dimensions.
CoRR
(2022)
Shanyin Tong
,
Eric Vanden-Eijnden
,
Georg Stadler
Estimating earthquake-induced tsunami inundation probabilities without sampling.
CoRR
(2021)
Shanyin Tong
,
Eric Vanden-Eijnden
,
Georg Stadler
Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis.
CoRR
(2020)