selected publications

• journal article

  • The Stochastic GM plus E Closure: A Framework for Coupling Stochastic Backscatter With the Gent and McWilliams Parameterization.  Journal of Advances in Modeling Earth Systems. 2025
  • Assimilating Observed Surface Pressure Into ML Weather Prediction Models.  Geophysical Research Letters. 2025
  • Cross-Attractor Transforms: Improving Forecasts by Learning Optimal Maps Between Dynamical Systems and Imperfect Models.  Geophysical Research Letters. 2025
  • Impact of Stochastic Ocean Density Corrections on Air-Sea Flux Variability.  Geophysical Research Letters. 2023
  • A Comparison of Data-Driven Approaches to Build Low-Dimensional Ocean Models.  Journal of Advances in Modeling Earth Systems. 2021
  • Correlation-based flow decomposition and statistical analysis of the eddy forcing.  Journal of Fluid Mechanics. 2021
  • On data-driven induction of the low-frequency variability in a coarse-resolution ocean model.  Ocean Modelling. 2020
  • On data-driven augmentation of low-resolution ocean model dynamics.  Ocean Modelling. 2019