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@pareto-group

PARETO Group

Predictability and Applied Research for the Earth-system with Training and Optimization (PARETO) group at UMD in AOSC.

PARETO group

Based in the Department of Atmospheric and Oceanic Science at the University of Maryland, College Park

Welcome! We focus on Predictability and Applied Research for the Earth-system with Training and Optimization (PARETO). As such, we use machine learning (e.g., neural networks) and numerical modeling systems (e.g., CESM) to answer pressing questions and address challenges in modeling the Earth system.

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  1. WRPathways WRPathways Public

    Jupyter Notebook 1

  2. s2sml s2sml Public

    Forked from mariajmolina/s2sml

    Software associated with the NCAR Accelerated Scientific Discovery (Derecho) project tackling subseasonal bias correction of global predictions.

    Jupyter Notebook

  3. .github .github Public

  4. WR_Predictability WR_Predictability Public

    Forked from mariajmolina/WR_Predictability

    With this repository, the predictability of Weather Regimes is assessed by including different variables from ERA5 and SODA, and creating different CNN models.

    Jupyter Notebook

  5. ai2es-template ai2es-template Public template

    Forked from ai2es/ai2es-template

    Python

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