492 citations
- Princeton UniversityUS5 papers
- Courant Institute of Mathematical SciencesUS2 papers
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und MeeresforschungDE1 paper
- Allen Institute for Artificial IntelligenceUS1 paper
- American Museum of Natural HistoryUS1 paper
- Burroughs Wellcome FundUS1 paper
- California Institute of TechnologyUS1 paper
- Cincinnati Children's Hospital Medical CenterUS1 paper
- Earth System Science Interdisciplinary CenterUS1 paper
- Faculty of 1000 (United States)US1 paper
- Goddard Space Flight CenterUS1 paper
- High Meadows Environmental InstituteUS1 paper
Showing 2025Show all
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physics.ao-ph2025★ 3 cited
Advancing global sea ice prediction capabilities using a fully-coupled climate model with integrated machine learning
William Gregory, Mitchell Bushuk, Yong-Fei Zhang +4
We showcase a hybrid modeling framework which embeds machine learning (ML) inference into the GFDL SPEAR climate model, for online sea ice bias correction during a set of global fu…
cs.LG2025★ 2 cited
Unveiling 3D Ocean Biogeochemical Provinces in the North Atlantic: A Systematic Comparison and Validation of Clustering Methods
Yvonne Jenniges, Maike Sonnewald, Sebastian Maneth +2
Defining ocean regions and water masses helps to understand marine processes and can serve downstream tasks such as defining marine protected areas. However, such definitions often…