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January 2021
Message 92

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[Met-jobs] 1 project manager + 12 postdocs: Machine Learning for Ocean/Atm/Sea-ice Modeling

From Laure Zanna <laure.zanna@nyu.edu>
To <met-jobs@lists.reading.ac.uk>
Date Sat, 23 Jan 2021 08:41:11 -0500

Dear colleagues, 

We are looking for 1 project manager and 12 postdocs at several institutions as part of a new exciting international collaboration, M²LInES: Multiscale Machine Learning In coupled Earth System Modeling, with climate and data scientists from New York University, Princeton, GFDL, Columbia, LDEO, NCAR, MIT, CNRS-IGE, and CNRS-IPSL.

The overall goal of the project is to improve climate projections and reduce climate model biases, especially at the air-sea interface, using machine learning (ML). We will rely on data from a range of high-resolution (idealized and global) simulations and data assimilation products to deepen our understanding and improve the representation of subgrid physics in the ocean, sea-ice and atmosphere components of existing IPCC-class climate models. In addition, we will work on overcoming challenges related to ML for climate modeling including sampling efficiency, generalization, interpretability and uncertainty quantification. This is a highly collaborative project, and the researchers are expected to interact with different groups.

Visit https://m2lines.github.io/jobs/ for more info about the different positions available, and how to apply. 

I would be grateful if you could share with any qualified candidates. 

Thanks, Laure
—— 
Laure Zanna
Professor of Mathematics & Atmosphere/Ocean Science, NYU 
Courant Institute + Center for Data Science 
https://laurezanna.github.io/


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