Small-data Reduced Order Modeling of Chaotic Dynamics through SyCo-AE:
Synthetically Constrained AutoencodersJournal of Machine Learning for Modeling and Computing (JMLMC), 2023 |
Further analysis of multilevel Stein variational gradient descent with
an application to the Bayesian inference of glacier ice modelsAdvances in Computational Mathematics (ACM), 2022 |
Multilevel Estimation of Normalization Constants Using the Ensemble
Kalman-Bucy FilterStatistics and computing (Stat Comput), 2021 |