Probabilistic data assimilation for ensemble distribution projections with generative machine learning: A Lorenz '96 proof-of-concept

Shuolin Li, Tian Zheng, Alban Farchi, Marc Bocquet, Pierre Gentine
June, 2025
PDF Cite DOI Journal ESSOAr preprint
Type
Journal article
Publication
Geophysical Research Letters
Climate Science Data Assimilation Machine Learning
Tian Zheng
Tian Zheng
Professor of Statistics, Columbia University