Top Tweets for #EarthSystemModels
3 days, 9 models, 1 goal: benchmarking mortality in #EarthSystemModels ๐
From data & model overviews to hands-on coding sessions, we worked toward a shared framework, common metrics, and first results for a joint paper.
Great collaboration across teams & time zones! ๐
Solving #ClimateCrisis needs better models. A new #TechnicalRoadmap suggests #QuantumNeuralNetworks will deliver physically consistent, computationally efficient climate intelligence. It's a hybrid quantum-classical journey to trustworthy 2050 predictions. #QNN #EarthSystemModels
#AI4PEX postdoc position available at @uni_tue developing #MachineLearning approaches to improve #EarthSystemModels!
๐Join our team: https://t.co/GjyjBt92H0
#Postdoc #ClimateResearch #ResearchOpportunity
๐ New series: Meet the #EarthSystemModels powering our project!
Over the next weeks weโll share 5 unique #ESMs โ what makes them special, the science they enable, & how weโll advance them.
๐ ICON-ESM, UKESM, EC-EARTH, CNRM-ESM, IPSL-CM.
#ClimateModeling #AI4Climate
๐ก New Paper!
#MachineLearning improves #EarthSystemModels, but explaining its added value is tough. We propose using Pareto-optimal models to distill ML's added value representing cloud cover, radiative transfer and tropical precipitation.
๐ Check out: https://t.co/pD4P4BrRWn
Want to know more about the latest research on interactive modelling of ice sheets in #EarthSystemModels?
๐Have a look at our new research highlight: https://t.co/AIqTDxJSej
with the contributions of Nicolas Jourdain @IGE_Grenoble & @robni_s @AtmosScience @UniofReading
(6/6)
๐Ice sheets have a much longer memory of the initial conditions than the rest of the climate system
๐How to initialise #EarthSystemModels which include interactive ice sheets?
๐How did real 1850 pre-industrial ice sheets look like?
(5/6)
It's scientifically clear that if we're to model what is going to happen with ice sheets in the coming centuries & if we want to reduce the uncertainty of low-likelihood high-impact sea-level rise projections, it's crucial to include ice sheet dynamics in #EarthSystemModels
(1/6)
Want to know more about our work to include in #EarthSystemModels the land-to-ocean carbon fluxes along the global river network (including the interconnected floodplains)?
Check out this Research Highlight ๐งhttps://t.co/k18D3pUXDW
๐ขExciting news! #AI4PEX is now on Bluesky!
๐Connect with us at https://t.co/1qUCqpbEQw for the latest project news and stay up to date with our research.
#ClimateResearch #HorizonEU #Bluesky #EarthObservation #EarthSystemModels
Are you into #climatepolicy?
Take 2 min to watch/read below how we're building the next generation of #EarthSystemModels and Integrated Assessment Models tailored to inform mitigation strategies in support of achieving the goals of the Paris Agreement.๐
#ClimateResearchNet
Curious to learn more about the streams and how weโre advancing climate modelling?
Check out the full details: https://t.co/bv00YZTGEt
#EarthSystemModels #IntegratedAssessmentModels #ESM2025research #ClimateResearch #ClimateResearchNet
16/16
๐ฟ A sum up of our inspiring #LEMONTREE Annual Meeting 2024! With exciting research updates and our first ECR Summer School, the teamโs collaboration is driving advancements in Earth System Models. ๐ Read more: https://t.co/xBGhTozq3k #ClimateScience #ECR #EarthSystemModels
#AI4PEX research focus 2: Model Development
To develop better #EarthSystemModels we will expand the use of #EarthObservation in combination with #MachineLearning. We focus on explainability of #AI models and causality to better identify model-observations mismatch.
#AI4PEX research focus 1: #EarthObservation
We use existing in-situ observations and satellite data to generate new upscaled #MachineLearning-based products, and cross-check for with the #Copernicus land, ocean and atmospheric datasets.
#EarthSystemModels #climatescience
๐ฃ #AI4PEX just launched its new website ๐.
Check it out ๐ https://t.co/qZ8P3VB0nv
#EarthSystemModels #ClimateResearch
Our 4-year project is conducted by a consortium of 19 partners from all over Europe bringing together an interdisciplinary team of experts to bridge #EarthObservation and #EarthSystemModels via advanced data science approaches.
#ClimateResearch #ClimateResearchNet
CT2, led by @chrisd_jones @MetOffice_Sci & @ilitat @ MPI-meteo presenting progress on: implem. of CH4 emission-driven capability in #EarthSystemModels, interactive N cycle, @ESMValTool increased inter-model comparison capabilities, ice-sheet coupling... and much more!
#AI4PEX is a transnational #ClimateResearchproject funded by #Horizon2EU #CINEA. We will deliver enhanced knowledge on the Earth System by integrating #EarthObservation, #ArtificialIntelligence and #MachineLearning into Earth System modelling.
#ClimateResearch #EarthSystemModels
#AI4PEX postdoc position available @MPI_BGC developing hybrid modeling approach (HM) bridging machine learning and #EarthSystemModels!
See here: https://t.co/pluUv3B4HJ
#Postdoc #ClimateResearch #ResearchOpportunity
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