Learning About Structural Errors in Models of Complex Dynamical SystemsJournal of Computational Physics (JCP), 2023 |
Rough McKean-Vlasov dynamics for robust ensemble Kalman filteringThe Annals of Applied Probability (Ann. Appl. Probab.), 2021 |
Learning Stochastic Closures Using Ensemble Kalman InversionTransactions of Mathematics and Its Applications (TMIA), 2020 |
A new framework for extracting coarse-grained models from time series
with multiscale structureJournal of Computational Physics (JCP), 2014 |
Maximum likelihood estimation for small noise multiscale diffusionsStatistical Inference for Stochastic Processes : An International Journal devoted to Time Series Analysis and the Statistics of Continuous Time Processes and Dynamical Systems (SISP), 2013 |