PUBLICATIONS

My profile on Google Scholar.

• S. Tong, E. Vanden-Eijnden and G. Stadler, Estimating earthquake-induced tsunami height probabilities without sampling, Pure and Applied Geophysics (2023) [arXiv:2111.14325, PAG]
• S. Tong and G. Stadler, Large deviation theory-based adaptive importance sampling for rare events in high dimensions, accepted by JUQ (2022) [arXiv:2209.06278]
• S. Tong, A. Subramanyam, V. Rao, Optimization under rare chance constraints, SIAM Journal on Optimization (2022) [arXiv:2011.06052, SIOPT Link]
• S. Tong, E. Vanden-Eijnden, G. Stadler, Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis, Communications in Applied Mathematics and Computational Science 16-2 (2021), 181--225. DOI 10.2140/camcos.2021.16.181 [arXiv:2007.13930, CAMCoS Link]
• T. Schorlepp, S. Tong, T. Grafke and G. Stadler, Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems, submitted (2023) [arXiv:2303.11919]
• S. Tong, Extreme event probability estimation and control using large deviation theory and PDE-constrained optimization, Doctoral dissertation (2022) [ProQuest Link]
• S. Tong, Extreme event probability estimation with application to tsunamis, SIAM News (2021) [SIAM News Link]
• A. Chowdhary, S. Tong, G. Stadler and A. Alexanderian, Sensitivity analysis of the information gain in infinite-dimensional Bayesian linear inverse problems in preparation