New paper!
Find out how recent significant improvements of #ESMValTool allows a more effective evaluation of complex #ESMs and high-resolution models while needing less computational resources.
Join the discussion: https://gmd.copernicus.org/articles/18/4009/2025/
Fourth and last day of our #AI4PEX GA is again reserved for workshops.
Moderated by Fangfei Lan from UNIL we spend the morning focusing on Neural Operater Learning. In the afternoon, we build our own hybrid model using the SINDBAD modeling framework, led by Nuno Carvalhais from MPG-BGC.
AI4PEX GA Day 3 we are mainly focusing on the technical and methodological aspects: what storage and computational requirements are needed by our members? How to improve our benchmarking? And what can explainable AI do to improve our parametrizations? Highlight of the day was the keynote by Dave Lawrence from UCAR on how #ArtificialIntelligence is entering the #ESMs development.
Aviation weather for Malmö Sturup airport (Sweden) is “ESMS 140950Z 33010KT 9999 FEW019 17/11 Q1012” : See what it means on https://www.bigorre.org/aero/meteo/esms/en #malmo #sweden #malmosturupairport #esms #mmx #metar #aviation #aviationweather #avgeek #airport vl
#AI4PEX & #EXPECT joining forces to improve prediction of Climate Extremes in #ESMs
Fantastic momentum at #EGU25! Teams from two #HorizonEU projects came together for a Splinter Meeting to explore synergies and plan future collaboration.
Next steps? We're aiming for a joint hackathon and an ECR meeting to build stronger connections and drive innovation across projects. Stay tuned—exciting things ahead!
The football (soccer) managment game hat I play currently have several openings. If think you've got the right stuff to run one of the famous European or English sides, and you enjoy a game that unfolds over months, then check out FFO Manager.
https://www.ffomanager.com There is no charge to play. (but donations are apprecieated)
New Preprint!
What are the benefits of an online versus offline learning approach? Explore our application of online training approach to learning subgrid parameterisations of baroclinic ocean #eddies.
Find out more: https://arxiv.org/abs/2411.14106
New Preprint!
Find out how recent significant improvements of ESMValTool allows a more effective evaluation of complex #ESMs and high-resolution models while needing less computational resources.
Join the discussion: https://gmd.copernicus.org/preprints/gmd-2024-236/
21. #AI4PEX research focus 9: Coupling.
We will couple, tune and evaluate the new #ML-enhanced component models of the land, ocean and atmosphere to #ESMs as more realistic component models are the first step towards improved projections of the future #EarthSystem.
#AI4PEX research focus 8: Projections
AI4PEX aims to deliver improved #climateprojections of changes in the regimes of #ExtremeEvents and associated impacts from the next generation of #ESMs #ArtificialIntelligence-enhanced and grounded on #earthobservations.
La prévention des infections évolue avec le DAMRI ! 
Découvrez cet outil innovant ! #Santé #Infections #Innovation #ESMS
Are you wondering how #AI4PEX plans to overcome uncertainties in #ESMs and how to improve #climateprojections in the future?
Over the next weeks, we will introduce you to the main research tasks of our project, which will ultimately result in an improved #ESM.
Stay tuned!
We need a deep integration of #EarthObservations, #ESMs and #MachineLearning to make progress in our ability to simulate the main uncertain Earth system processes: (i) cloud feedbacks, (ii) ocean heat and C uptake, and (iii) land C uptake.
Découvrez comment les crédits non reconductibles (CNR) 2024 vont transformer les ESMS pour personnes âgées et en situation de handicap. Financements, priorités, et démarches à suivre. 
#CNR2024 #Santé #ESMS #Handicap #PersonnesÂgées
https://sosehpad.com/cnr-2024-allocation-des-credits-non-reconductibles-pour-les-esms/33568/
Découvrez comment #Anap révolutionne les #RH dans les #ESMS avec sa nouvelle plateforme! Lisez plus
#InnovationRH
https://sosehpad.com/plateforme-anap-un-outil-pour-lattractivite-et-la-fidelisation-en-esms/32345/
https://phys.org/news/2024-01-earth-key-piece-future-climate.html
Only two of the eleven Earth system models #ESMs used in the last Intergovernmental Panel on #ClimateChange #IPCC report include #permafrost carbon cycling at all, and those that do currently use over-simplified approximations that don't capture the fully dynamic ways that permafrost carbon can be released into the atmosphere as the climate warms.
🅸🅶
🆁🆁🅴.
