Research Topics
Atmospheric Dynamics & Meteorology
Weather forecasting, blocking, and wave breaking
Video: NASAEstimation Theory & Machine Learning
Downscaling and Data Assimilation: from Gaussian Process to Deep Learning
Miscellaneous
Other research topics and projects
Photo: Unsplash ×
Atmospheric Dynamics & Meteorology
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Estimation Theory & Machine Learning
![[Intro] From Gaussian Processes to Deep Generative Models for Downscaling](/images/downscaling_evolution.png)
![[Paper] Convection-permitting scales break climate invariance in machine-learned precipitation downscaling](/images/climate_invariance/fig1_ladder.png)
![[Paper] Ensemble-Conditional Gaussian Processes (Ens-CGP): Representation, Geometry, and Inference](/images/ens_cgp/fig1_ensemble_prior.png)
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