working_groups:artificial_intelligence_team_ait
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working_groups:artificial_intelligence_team_ait [2025/10/29 14:37] ysamper [CES Teams and Units] |
working_groups:artificial_intelligence_team_ait [2025/11/07 14:36] (current) ysamper [Projects and Softwares Developed] |
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| ===== Artificial Intelligence Team (AIT) ===== | ===== Artificial Intelligence Team (AIT) ===== | ||
| + | |||
| + | AIT explores and applies AI and machine learning methods to solve Earth Sciences problems, such as speeding up numerical simulations, | ||
| ==== Members ==== | ==== Members ==== | ||
| - | [[working_groups: | + | See full list [[working_groups: |
| ==== 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 18: | Line 38: | ||
| ===== Data and Diagnostics Team (DDT) ===== | ===== Data and Diagnostics Team (DDT) ===== | ||
| ==== Members ==== | ==== Members ==== | ||
| - | [[working_groups: | + | See full list[[working_groups: |
| ==== Purpose==== | ==== Purpose==== | ||
| - | Provision of data services | + | Maintain the ES department infrastructure (data storage and software stack) and develop data analysis tools and pipelines for national and international projects. |
| ==== Tasks ==== | ==== Tasks ==== | ||
| Line 39: | Line 59: | ||
| ==== Projects and Softwares Developed ==== | ==== Projects and Softwares Developed ==== | ||
| + | **Projects: | ||
| + | * DestinationEarth | ||
| + | * EERIE | ||
| + | * ESGF | ||
| + | * RESPIRE | ||
| + | * CALIOPE | ||
| + | * ACTRIS | ||
| + | * BDRC | ||
| + | * Copernicus | ||
| + | * IDAlert | ||
| + | * HARMONIZE | ||
| + | |||
| + | **Softwares: | ||
| + | * R packages from the R unit | ||
| + | * EC-Earth postprocessing | ||
| + | * Providentia | ||
| + | * Dashboards Caliope, BDRC, Epioutlook | ||
| + | |||
| + | **Others:** | ||
| * [[https:// | * [[https:// | ||
| Line 53: | 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) ===== | ||
| ==== Members ==== | ==== Members ==== | ||
| - | [[working_groups: | + | See full list [[working_groups: |
| ==== Purpose==== | ==== Purpose==== | ||
| Line 76: | Line 117: | ||
| ===== Models & Workflows Team (MWT) ===== | ===== Models & Workflows Team (MWT) ===== | ||
| ==== Members ==== | ==== Members ==== | ||
| - | [[working_groups: | + | See full list [[working_groups: |
| ==== Purpose==== | ==== Purpose==== | ||
working_groups/artificial_intelligence_team_ait.1761748667.txt.gz ยท Last modified: 2025/10/29 14:37 by ysamper
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