Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis. - Shanyin Tong; Eric Vanden-Eijnden; Georg Stadler (CoRR, 2020)

Estimating earthquake-induced tsunami inundation probabilities without sampling. - Shanyin Tong; Eric Vanden-Eijnden; Georg Stadler (CoRR, 2021)

Optimization under Rare Chance Constraints. - Shanyin Tong; Anirudh Subramanyam; Vishwas Rao (SIAM J. Optim., 2022)

Sensitivity Analysis of the Information Gain in Infinite-Dimensional Bayesian Linear Inverse Problems. - Abhijit Chowdhary; Shanyin Tong; Georg Stadler; Alen Alexanderian (CoRR, 2023)

Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions. - Shanyin Tong; Georg Stadler (SIAM/ASA J. Uncertain. Quantification, 2023)

Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems. - Timo Schorlepp; Shanyin Tong; Tobias Grafke; Georg Stadler (Stat. Comput., 2023)

A three-stage method for reconstructing multiple coefficients in coupled photoacoustic and diffuse optical imaging. - Yinxi Pan; Kui Ren; Shanyin Tong (CoRR, 2024)

A Policy Iteration Method for Inverse Mean Field Games. - Kui Ren; Nathan Soedjak; Shanyin Tong (CoRR, 2024)