Laura Mansfield

Session ITS1.4/CL0.10

Convening an #EGU25 session on Advancing Earth System Models using Machine Learning with Jack Atkinson & Will Chapman. We are interested in uses of #AI/ML for parameterisations, data assimilation, calibration, uncertainty quantification and much more! meetingorganizer.copernicus.org/EGU25/sessio...

Data-Driven Science: Developments in Machine Learning Subgrid-Scale Parameterizations and in Reanalyses Across Earth System Modeling I Oral Subgrid-scale (SGS) parameterizations estimate effects of unresolved processes without modeling them directly and are often a large source of uncertainty in Earth system models (ESMs). The need to imp...

Are you interested in knowing about the latest developments in sub-grid scale parameterizations in Earth System Models? Attend our AGU24 session on Thursday, 12 Dec. from 8.00 to 10.00 am, location: Marquis 12-13 (Marriott Marquis)
agu.confex.com/agu/agu24/me...
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Data-Driven Science: Developments in Machine Learning Subgrid-Scale Parameterizations and in Reanalyses Across Earth System Modeling I Oral Subgrid-scale (SGS) parameterizations estimate effects of unresolved processes without modeling them directly and are often a large source of uncertainty in Earth system models (ESMs). The need to imp...

(3/4) If this is interesting then consider our AGU session where this and more like it will be being presented as talks: agu.confex.com/agu/agu24/me... and as posters: agu.confex.com/agu/agu24/me... Please get in contact if there’s anything I can help you with. Look forward to seeing you there!

Happy to be a co-convener for the "ML for Climate Science" session together with @dwatsonparris.bsky.social, Peer Nowack, Gustau Camp-Valls + Tom Beucler at #EGU25. We are honored to have @lauramansfield.bsky.social as a speaker. Looking forward to your abstract submissions.