Research papers, preprints, and journal articles.
Multiscale Modeling & Simulation 21 (3), 1170-1209 (2023)
Analysis of a class of methods that use a technique called stratification to draw samples from complicated non-normal distributions.
Stochastics and Partial Differential Equations: Analysis and Computations 12 (2024)
Analysis of a class of methods that use a technique called stratification to draw samples from complicated non-normal distributions.
SIAM/ASA Journal on Uncertainty Quantification 14 (2), 621-660 (2025)
Mathematical research on the problem of simulating the trajectories of molecular systems during reactions. Development of a new level of understanding of the mathematics of such systems and their simulations. Applied the mathematics to devise a new machine-learning powered algorithm that overcomes previous limitations.