PUBLICATIONS

My profile on Google Scholar

• Y. Pan, K. Ren and S. Tong, A three-stage method for reconstructing multiple coefficients in coupled photoacoustic and diffuse optical imaging, Inverse Problems 41 035008 (2025) [arXiv:2408.03496, Inverse Probl. Link]
• K. Ren, N. Soedjak and S. Tong, A policy iteration method for inverse mean field games, submitted (2024) [arXiv:2409.06184]
• A. Chowdhary, S. Tong, G. Stadler and A. Alexanderian, Sensitivity analysis of the information gain in infinite-dimensional Bayesian linear inverse problems, International Journal for Uncertainty Quantification 14.6:17-35 (2024), featured as one of the Most Viewed and Downloaded Article of IJUQ of July, 2024 [arXiv:2310.16906, IJUQ Link]
• T. Schorlepp, S. Tong, T. Grafke and G. Stadler, Scalable methods for computing sharp extreme event probabilities in infinite-dimensional stochastic systems, Statistics and Computing 33.137 (2023) [arXiv:2303.11919, Stat.Comput. Link]
• S. Tong and G. Stadler, Large deviation theory-based adaptive importance sampling for rare events in high dimensions, SIAM/ASA Journal on Uncertainty Quantification 11.3: 788-813 (2023), selected as the Most Read and High Impact Article by SIAM, won the Second Prize of IMA Leslie Fox Prize [arXiv:2209.06278, JUQ Link]
• S. Tong, E. Vanden-Eijnden and G. Stadler, Estimating earthquake-induced tsunami height probabilities without sampling, Pure and Applied Geophysics 180.5:1587-1597 (2023), included in the special issue "Sixty Years of Modern Tsunami Science, Volume 2: Challenges" [arXiv:2111.14325, PAG Link]
• S. Tong, Extreme event probability estimation and control using large deviation theory and PDE-constrained optimization, Doctoral dissertation (2022), awarded the Kurt O. Friedrichs Prize (Outstanding Dissertation at Courant) [ProQuest Link]
• S. Tong, A. Subramanyam, V. Rao, Optimization under rare chance constraints, SIAM Journal on Optimization 32.2:930-958 (2022), selected as the finalist for the Best Paper for Young Researchers Prize of the International Conference on Continuous Optimization (ICCOPT) [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 16.2:181-225 (2021) [arXiv:2007.13930, CAMCoS Link]
• S. Tong, Extreme event probability estimation with application to tsunamis, SIAM News (2021), featured on the homepage of SIAM News [SIAM News Link]