working_groups:artificial_intelligence_team_ait
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working_groups:artificial_intelligence_team_ait [2025/11/06 10:37] ysamper [Projects and Softwares Developed] |
working_groups:artificial_intelligence_team_ait [2025/11/07 14:36] (current) ysamper [Projects and Softwares Developed] |
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| ==== Purpose ==== | ==== Purpose ==== | ||
| - | ==== Tasks ==== | + | Develops and applies Machine Learning and Artificial Intelligence methods to address key challenges in Earth sciences in the department. |
| - | | ||
| + | ==== Tasks ==== | ||
| + | * | ||
| + | * | ||
| + | * Build and maintain AI-ready datasets and benchmarks | ||
| + | * | ||
| + | * | ||
| + | * | ||
| ==== Projects and Softwares Developed ==== | ==== Projects and Softwares Developed ==== | ||
| + | **AI Models:** | ||
| + | * LLM for climate information (under development) | ||
| + | * ClimateDT emulator (under development) | ||
| + | * LAI, LU, LC classification (under development) | ||
| + | * eMONARCH | ||
| + | |||
| + | **Projects: | ||
| + | * LLM4ES (DE_340) | ||
| + | * ClimateDT emulator (DE_393) | ||
| + | * AI4Land (CONCERTO, TerraDT, ELLIOT) | ||
| + | * eMONARCH (Fundos de recuperacion) | ||
| + | * Open Science Platform (EXPECT) | ||
| ==== Outcomes ==== | ==== Outcomes ==== | ||
| Line 41: | Line 59: | ||
| ==== Projects and Softwares Developed ==== | ==== Projects and Softwares Developed ==== | ||
| + | **Projects: | ||
| + | * DestinationEarth | ||
| + | * EERIE | ||
| + | * ESGF | ||
| + | * RESPIRE | ||
| + | * CALIOPE | ||
| + | * ACTRIS | ||
| + | * BDRC | ||
| + | * Copernicus | ||
| + | * IDAlert | ||
| + | * HARMONIZE | ||
| - | Software | + | **Softwares: |
| - | - R packages from the R unit | + | |
| - | - EC-Earth postprocessing | + | |
| - | -Providentia | + | |
| - | -Dashboards Caliope, BDRC, Epioutlook | + | |
| - | + | ||
| - | Projects: | + | |
| - | - DestinationEarth | + | |
| - | - EERIE | + | |
| - | - ESGF | + | |
| - | -RESPIRE | + | |
| - | -CALIOPE | + | |
| - | -ACTRIS | + | |
| - | -BDRC | + | |
| - | -Copernicus | + | |
| - | -IDAlert | + | |
| - | -HARMONIZE | + | |
| + | **Others:** | ||
| * [[https:// | * [[https:// | ||
| Line 75: | Line 92: | ||
| ==== Outcomes ==== | ==== Outcomes ==== | ||
| + | |||
| + | Efficient of use of the data by users and meet the users needs for data analysis. | ||
| ---- | ---- | ||
| ===== High Performance Computing for Earth Sciences Team (HPC4EST) ===== | ===== High Performance Computing for Earth Sciences Team (HPC4EST) ===== | ||
working_groups/artificial_intelligence_team_ait.1762425473.txt.gz · Last modified: 2025/11/06 10:37 by ysamper
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