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working_groups:artificial_intelligence_team_ait [2025/11/06 10:41] 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 ==== | ||