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Author

Shanyin Tong

Observed name: Tong, Shanyin
ORCID: 0000-0001-5447-0233
Observed ORCID: 0000-0001-5447-0233
OpenAlex ID: A5032805069
Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis
2021 · Shanyin Tong, Eric Vanden-Eijnden, et al. · Communications in Applied Mathematics and Computational Science · 32
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Optimization under Rare Chance Constraints
2022 · Shanyin Tong, Anirudh Subramanyam, et al. · SIAM Journal on Optimization · 27
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Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions
2023 · Shanyin Tong, Georg Stadler · SIAM/ASA Journal on Uncertainty Quantification · 17
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Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems
2023 · Timo Schorlepp, Shanyin Tong, et al. · Statistics and Computing · 13
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A policy iteration method for inverse mean field games
2026 · Kui Ren, Nathan Soedjak, et al. · Research in the Mathematical Sciences · 7
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Sensitivity Analysis of the Information Gain in Infinite-dimensional Bayesian Linear Inverse Problems
2024 · Abhijit Chowdhary, Shanyin Tong, et al. · International Journal for Uncertainty Quantification · 5
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Estimating Earthquake-Induced Tsunami Height Probabilities without Sampling
2023 · Shanyin Tong, Eric Vanden-Eijnden, et al. · Pure and Applied Geophysics · 2
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A three-stage method for reconstructing multiple coefficients in coupled photoacoustic and diffuse optical imaging
2025 · Yinxi Pan, Kui Ren, et al. · Inverse Problems · 1
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Geometry-informed importance sampling for rare events
2026 · Wang, Qinyi, Katsevich, Anya, et al. · arXiv (Cornell University)
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Risk Control of Traffic Flow Through Chance Constraints and Large Deviation Approximation
2026 · Xu, Rui, Tong, Shanyin, et al. · arXiv (Cornell University)
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Works count: 10
Citation count: 104
H-index: 5
I10-index: 4
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