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--- working_groups:artificial_intelligence_team_ait [2025/10/28 08:47]
ysamper [Projects and Softwares Developed]
+++ working_groups:artificial_intelligence_team_ait [2025/11/07 14:36] (current)
ysamper [Projects and Softwares Developed]
@@ Line 1: / Line 1: @@
-====== CES Teams and Units ======
+====== CES Teams ======
 ===== Artificial Intelligence Team (AIT) =====
+AIT explores and applies AI and machine learning methods to solve Earth Sciences problems, such as speeding up numerical simulations, improving predictive skill, and creating human-machine interfaces. Additionally, AIT supports data-driven research in climate and atmospheric sciences.
 ==== Members ====
-[[working_groups:list_of_group_members#artificial_intelligence_team_ait|See full list here]]
+See full list [[working_groups:list_of_group_members#artificial_intelligence_team_ait|here]]
 ==== Purpose ====
-==== Tasks ====
+Develops and applies Machine Learning and Artificial Intelligence methods to address key challenges in Earth sciences in the department.
+==== Tasks ====
+  *   Design, develop or adapt  AI models related to Earth Sciences
+  *   Collaborate with domain scientists
+  *   Build and maintain AI-ready datasets and benchmarks
+  *   Support reproducible and efficient AI research
+  *   Promote knowledge transfer and outreach
+  *   Contribute to reserach in AI for Earth Sciences
 ==== 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 ====
@@ Line 18: / Line 38: @@
 ===== Data and Diagnostics Team (DDT) =====
 ==== Members ====
-[[working_groups:list_of_group_members#data_diagnostics_team_ddt|See full list here]]
+See full list[[working_groups:list_of_group_members#data_diagnostics_team_ddt| here]]
 ==== 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 ====
@@ Line 39: / Line 59: @@
 ==== 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://earth.bsc.es/gitlab/ces/C3PO|C3PO]]
@@ Line 53: / Line 92: @@
 ==== 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) =====
 ==== Members ====
-[[working_groups:list_of_group_members#high_performance_computing_for_earth_sciences_team_hpc4est|See full list here]]
+See full list [[working_groups:list_of_group_members#high_performance_computing_for_earth_sciences_team_hpc4est|here]]
 ==== Purpose====
@@ Line 76: / Line 117: @@
 ===== Models & Workflows Team (MWT) =====
 ==== Members ====
-[[working_groups:list_of_group_members#models_workflows_team_mwt|See full list here]]
+See full list [[working_groups:list_of_group_members#models_workflows_team_mwt|here]]
 ==== Purpose====
@@ Line 103: / Line 144: @@
 ==== Outcomes ====
 ----
-===== Climate Model Development and HPC Adaptation Unit =====
-==== Members ====
-  * [[working_groups:hpc4est-member_s_short_bio#iria_ayan|** Iria Ayan**]] (Unit Leader)
-  * [[working_groups:mwt-member_s_short_bio#alejandro_garcia|Alejandro García López]]
-  * [[working_groups:mwt-member_s_short_bio#eric_ferrer|Eric Ferrer Escuin]]
-  * [[working_groups:hpc4est-member_s_short_bio#marcel_cases|Marcel Cases]]
-  * [[working_groups:hpc4est-member_s_short_bio#roc_salvador_andreazini|Roc Salvador Andreazini]]
-  * [[working_groups:hpc4est-member_s_short_bio#sergi_palomas|Sergi Palomas]]
-  * [[working_groups:hpc4est-member_s_short_bio#simone_vacondio|Simone Vacondio]]
-**Purpose**\\
-**Tasks**\\
-**Projects and Softwares Developed**\\
-**Outcomes**\\
-----
-===== EC-Earth Unit =====
-==== Members ====
-  *[[working_groups:mwt-member_s_short_bio#gilbert_montane|** Gilbert Montané**]] (Unit Leader)
-  * [[working_groups:mwt-member_s_short_bio#alejandro_garcia|Alejandro García López]]
-  * [[working_groups:mwt-member_s_short_bio#breixo_solino|Breixo Soliño Fernandez]]
-  * [[working_groups:mwt-member_s_short_bio#eric_ferrer|Eric Ferrer Escuin]]
-  * [[working_groups::ddt-member_s_short_bio#matias_f_rebolledo|Matias F. Rebolledo]]
-  * [[working_groups::ddt-member_s_short_bio#supriyo_ghosh|Supriyo Ghosh]]
-**Purpose**\\
-**Tasks**\\
-**Projects and Softwares Developed**\\
-**Outcomes**\\
-----
-===== Emissions Unit =====
-==== Members ====
-  * [[working_groups:mwt-member_s_short_bio#carles_tena|** Carles Tena**]] (Unit Leader)
-  * [[working_groups:mwt-member_s_short_bio#artur_vinas|Artur Viñas Ferran]]
-  * [[working_groups:mwt-member_s_short_bio#carmen_pinero|Carmen Piñero Megías]]
-  * [[working_groups:mwt-member_s_short_bio#johanna_gehlen|Johanna Gehlen]]
-  * [[working_groups:mwt-member_s_short_bio#luca_rizza|Luca Rizza]]
-==== Purpose ====
-Create and improve emission models and post-processing tools.\\
-See more information [[https://nextcloud.bsc.es/index.php/s/pd4eE42JPWzAk6W|here.]]
-==== Tasks ====
-  * Develop new emission models, maintain current ones and explore HPC optimizations. Take care of post-processing tools for AC models.\\
-==== Projects and Softwares Developed ====
-  * HERMES_GR
-  * HERMES_BU
-  * HERMES_Delta
-  * PHENOMENA
-  * IEZMVM
-  * NES
-  * SNES
-  * Output_Checker
-==== Outcomes ====
-Open source emission models. Papers as co-autors. (Working on first-autor technical papers).
-----
-===== GPU Computing Unit =====
-==== Members ====
-  * [[working_groups:hpc4est-member_s_short_bio#alexey_medvedev|** Alexey Medvedev**]] (Unit Leader)
-  * [[working_groups:hpc4est-member_s_short_bio#aitor_sanchez|Aitor Sanchez]]
-  * [[working_groups:hpc4est-member_s_short_bio#andrew_forembski|Andrew Forembski]]
-  * [[working_groups:hpc4est-member_s_short_bio#christian_guzman|Christian Guzman]]
-  * [[working_groups:hpc4est-member_s_short_bio#okke_van_eck|Okke L. Van Eck]]
-  * [[working_groups:hpc4est-member_s_short_bio#rommel_quintanilla|Rommel A. Quintanilla]]
-==== Purpose ====
-Create and profile modeling and compute intensive GPU code in C/C++ and Fortran.\\
-==== Tasks ====
-  *  Port existing model code to GPUs
-  * Automate GPU code profiling
-  * Research on best automation methods for GPU code porting
-==== Projects and Softwares Developed ====
-  * Destination Earth -- Climate Digital Twins
-  * European Digital Twin Ocean
-  * MONARCH
-  * NEMO v.4
-  * NEMO v.5
-  * CAMP
-==== Outcomes ====
-The modeling software components that are able to effectively use the GPU resources of EuroHPC ecosystem.
-----
-===== MONARCH Development and HPC Adaptation Unit =====
-==== Members ====
-  * [[working_groups:mwt-member_s_short_bio#hannah_e_ross|** Hannah Ross**]] (Unit Leader)
-  * [[working_groups:mwt-member_s_short_bio#alba_martinez|Alba Martinez Marimon]]
-  * [[working_groups:mwt-member_s_short_bio#alejandro_garcia|Alejandro García López]]
-  * [[working_groups:hpc4est-member_s_short_bio#andrew_forembski|Andrew Forembski]]
-  * [[working_groups:hpc4est-member_s_short_bio#christian_guzman|Christian Guzman]]
-  * [[working_groups:mwt-member_s_short_bio#joan_bernat|Joan Bernat Gonzalez]]
-==== Purpose ====
-Develop and improve the performance of Monarch.\\
-==== Tasks ====
-  * Fixing known issues that are hindering prouctions runs
-  * Porting to GPUs
-  * Profiling and identifying areas for optimization
-  * Improving IO
-  * Refactoring code\\
-==== Projects and Softwares Developed ====
-  * [[https://gitlab.earth.bsc.es/ac/nmmb-monarch| Monarch]]
-  * [[https://gitlab.earth.bsc.es/es/auto-monarch|auto-monarch]]
-  * [[https://github.com/open-atmos/camp/|CAMP]]
-==== Outcomes ====
-  * Improved performance of Monarch
-  * Future publications\\
-----
-===== Numerical Development and Scientific Evaluation Unit =====
-==== Members ====
-    * [[working_groups:hpc4est-member_s_short_bio#kai_keller|** Kai Keller**]] (Unit Leader)
-  * [[working_groups:hpc4est-member_s_short_bio#carlos_romero|Carlos Romero]]
-  * [[working_groups:hpc4est-member_s_short_bio#marta_alerany|Marta Alerany]]
-  * [[working_groups:hpc4est-member_s_short_bio#nicholas_abel|Nicholas T. Abel]]
-**Purpose**\\
-**Tasks**\\
-**Projects and Softwares Developed**\\
-**Outcomes**\\
-----
-===== R Tools Unit =====
-==== Members ====
-  * [[working_groups::ddt-member_s_short_bio#victoria_agudetse|** Victoria Agudetse**]] (Unit Leader)
-  * [[working_groups::ddt-member_s_short_bio#ariadna_batalla|Ariadna Batalla]]
-  * [[working_groups::ddt-member_s_short_bio#theertha_kariyathan|Theertha Kariyathan]]
-==== Purpose ====
-Develop R packages and software tools for the analysis and visualization of climate data.\\
-See more information [[tools:rtools|here]].
-==== Tasks ====
-  * Maintain current in-house R packages.
-  * Coordinate with other groups to integrate and organize common R code according to research and project needs.
-  * Contribute to the operationalization of climate services for department projects.
-  * Provide user support to researchers working with the R Tools.\\
-==== Projects and Softwares Developed ====
-  * [[https://gitlab.earth.bsc.es/es/start|RstartR]]
-  * [[https://gitlab.earth.bsc.es/ces/multiApply/|multiApply]]
-  * [[https://gitlab.earth.bsc.es/es/easyNCDF/-/issues| easyNCDF]]
-  * [[https://gitlab.earth.bsc.es/es/s2dv/|s2dv]]
-  * [[https://gitlab.earth.bsc.es/es/ClimProjDiags|ClimProjDiags]]
-  * [[https://gitlab.earth.bsc.es/external/cstools|CSTools]]
-  * [[https://gitlab.earth.bsc.es/es/csindicators/|CSIndicators]]
-  * [[https://gitlab.earth.bsc.es/es/esviz/|esviz]]
-  * [[https://gitlab.earth.bsc.es/es/sunset|SUNSET]]
-==== Outcomes ====
-  * startR, multiApply, easyNCDF, s2dv, ClimProjDiags, CStools and CSIndicators are published on the Comprehensive R Archive Network (CRAN).
-  * [[https://earth.bsc.es/wiki/lib/exe/fetch.php?media=library:external:sunset_poster_cerise.pdf|SUNSET poster]] presented at conferences (CERISE General Assembly, EMS2024, XIII Asociación Española de Climatología)
-  * Technical papers published for some of the R Packages ([[https://gmd.copernicus.org/articles/15/6115/2022/|CSTools]], [[https://doi.org/10.1016/j.cliser.2023.100393|CSIndicators]])
-  * Co-authorship in papers by other groups
-----
-===== Web Development Unit =====
-==== Members ====
-  * [[working_groups::ddt-member_s_short_bio#elliott_s_rose|** Elliott Rose**]] (Unit Leader)
-  * [[working_groups::ddt-member_s_short_bio#alba_vilanova|Alba Vilanova]]
-  * [[working_groups:mwt-member_s_short_bio#luiggi_tenorio|Luiggi G. Tenorio Ku]]
-  * [[working_groups::ddt-member_s_short_bio#rebeca_nunes|Rebeca Nunes]]
-  * [[working_groups::ddt-member_s_short_bio#santiago_ramirez|Santiago Ramirez]]
-==== Purpose ====
-Develop websites and web applications for the various projects within the department.\\
-==== Tasks ====
-  * Build and maintain web applications, websites, and manage relevant infrastructure.
-==== Projects and Softwares Developed ====
-  * [[https://gitlab.earth.bsc.es/es/ines-core|INES-CORE]]
-  * [[https://gitlab.earth.bsc.es/encomienda/ines-bdrc|INES-BDRC]]
-  * [[https://gitlab.earth.bsc.es/es/ines-caliope|INES-CALIOPE]]
-  * [[https://gitlab.earth.bsc.es/es/ines-epioutlook|INES-EPIOUTLOOK]]
-  * [[https://gitlab.earth.bsc.es/es/ines-respire|INES-RESPIRE]]
-  * [[https://gitlab.earth.bsc.es/external/cstools|CLIMVAL]]
-  * [[https://earth.bsc.es/gitlab/ces/storage_monitoring|Contacts-app]]
-  * [[https://earth.bsc.es/gitlab/ess/essvoltocomponents/|ESS Volto Components]]
-  * [[https://github.com/BSC-ES/autosubmit-gui|Autosubmit-gui]]
-  * [[https://github.com/BSC-ES/autosubmit-api|Autosubmit-api]]
-  * [[https://earth.bsc.es/gitlab/ces/storage_monitoring|Storage-monitoring dashboard]]
-  * [[https://earth.bsc.es/gitlab/es/respire-website/|Respire Website]]
-  * [[https://gitlab.earth.bsc.es/ess/caliope-dataviz|Caliope-Dataviz]]
-  * [[https://gitlab.earth.bsc.es/es/climateurope2/-/tree/main/Teedy?ref_type=heads|TEEDY DB]]
-==== Outcomes ====
-  * [[https://dust.aemet.es/products/daily-dust-products|Daily Dust Products]]
-  * [[https://caliope.bsc.es/|CALIOPE]]
-  * [[https://climval.earth.bsc.es/|CLIMVAL]]
-  * [[https://climatedt-wf.csc.fi/login|]]
-  * [[https://autosubmit-gui.readthedocs.io/en/latest/|Autosubmit GUI]]
-  * [[https://autosubmit-api.readthedocs.io/en/latest/|Autosubmit API]]
-  * http://es-services-1.bsc.es/storage-monitor/?orgId=1&from=now-6h&to=now&timezone=browser
-  * [[https://caliope.bsc.es/about-air-quality|CALIOPE]]
-  * [[https://drive.google.com/file/d/1p4KeubKT4-n98AlCW-1NXLcFMkvd7EJ2/view?pli=1|User Video Guide]]
-----

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