โจ Huge thanks to all instructors & participants for making the ELLIS Winter School on AI for Earth System, Hazards & Climate Extremes so engaging and interactive!
๐ Special thanks to OroraTech, ESA Academy & ICEYE โ your support enabled 10 participants to join, helping make the school more diverse.
Posts by AI4PEX
Final day at the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremes.โ ๐
Group challenge presentations, keynote reflections and well-deserved awards marked the conclusion of an intense week of collaboration and learning.
Thanks to everyone who made it happen!
Day 4 of the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremesโ kept the momentum going. ๐ฌ
Challenge teams refined their solutions, supported by expert insights and keynote talks on AI for climate and Earth systems and stakeholder engagement.
@ellisunitjena.bsky.social
@bgc-jena.mpg.de
@ecmwf.int
@esa.int
@climateainordics.com
@ec.europa.eu
@ellisunitjena.bsky.social
@bgc-jena.mpg.de
@ecmwf.int
@esa.int
@climateainordics.com
@ec.europa.eu
@ellisunitjena.bsky.social
@bgc-jena.mpg.de
@ecmwf.int
@esa.int
@climateainordics.com
@ec.europa.eu
Weโre in Athens for the ELLIS Winter School 2026 ๐
This week, researchers and students are coming together to explore how AI can help understand and respond to climate extremes, from floods and wildfires to droughts.
Hands-on learning in action. โ
Momentum continued on day four of the ELLIS Winter School ๐
From Zero2Hero sessions to lively challenge sessions, participants sharpened their skills and exchanged ideas across disciplines.
Evening at the National Observatory of Athens โ no stargazing due to clouds, but a great tour instead ๐ฅ๏ธ๐ญ
This kind of collaboration is what truly makes the difference! Bringing together different projects and perspectives adds so much depth and diversity to the school โ and creates a richer experience for everyone involved. ๐
๐ฌ๐ท Day 2 of the ELLIS Winter School took us to Lavrion Campus for keynotes on AI for Earth at scale, foundation models, and ocean extremes โ plus a great career panel highlighting the diverse and often non-linear paths into climate & AI.
Science + sea air + career insights ๐
Day 1 of the ELLIS Winter School in Athens ๐ฌ๐ท
Keynotes on early warning of climate risks and a planetary data layer for an observable Earth, plus a powerful talk from Zisoula Ntasiou (Hellenic Fire Service) on how science and AI can support firefighters making decisions in the field.
๐We are ready.
The venue is set, the slides are polished, and we canโt wait to welcome you to the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremes.โ
Letโs build, learn, and collaborate!
#ELLISWinterSchool2026
๐We are ready.
The venue is set, the slides are polished, and we canโt wait to welcome you to the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremes.โ
Letโs build, learn, and collaborate!
#ELLISWinterSchool2026
๐We are ready.
The venue is set, the slides are polished, and we canโt wait to welcome you to the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremes.โ
Letโs build, learn, and collaborate!
#ELLISWinterSchool2026
Women scientists' role in the climate research field is increasingly prominent, although they remain under-represented.
On 1st April 2026 at 14:00 CET, we bring visibility to the work of women climate researchers through our Collaboration Workshop!
Register: buff.ly/AEIPiWq
Info: buff.ly/zRKvR9s
๐ Only 4 days to go until the ELLIS Winter School on โAI for Earth System, Hazards & Climate Extremesโ!
Participants are preparing, speakers are finalizing their slides, and excitement is growing.
Ready to learn, connect, and innovate!
See you in Athens! โ๏ธ
#ELLISWinterSchool2026
๐ Can we predict atmospheric COโ growth?
Using 6 Earth System prediction systems with an interactive carbon cycle, we show:
โข COโ growth and air-land COโ fluxes predictable up to 2 yrs
โข Airโsea COโ fluxes up to 5 yrs
A step toward carbon-cycle early warning.
๐ buff.ly/yBufSel
#CarbonCycle
๐ Two years of AI4PEX โ time to share results.
Join our new AI4PEX Science Talk Series, where our researchers take the stage to present fresh results.
๐
25 February at 3pm CET
PhenologyโClimate Feedback Loops by Alexander Winkler.
๐ Register now! buff.ly/t54dZye
๐ก New Paper!
Deep learning can predict runoff โ but uncertainty matters.
This study shows that engression + LSTM delivers:
โ
Better uncertainty estimates
โ
Realistic time-series simulations
โ
Stronger performance
for trustworthy environmental forecasts.
๐ Learn more: buff.ly/NYL9dRP
๐ก New Paper!
New hybrid approach for cloud parameterizations in climate models ๐โ๏ธ
Physically consistent ML + practical tuning improves ICON cloud biases by โฌ๏ธ 75% (Southern Ocean) โฌ๏ธ 44% (subtropical stratocumulus)
Interpretable, stable โ and robust under +4 K warming.
๐ Learn more: buff.ly/Is6KPrJ
#AI4PEX postdoc position available at @unituebingen.bsky.social developing #MachineLearning approaches to improve #EarthSystemModels!
๐Join our team: buff.ly/stIFCpw
#Postdoc #ClimateResearch #ResearchOpportunity
๐ข Last Call for Abstracts #EGU26 !
๐ Join us and submit your abstract to our session OS1.5: Machine Learning and Ocean Modelling for the Earth System
๐ buff.ly/JJQBYzj [https://buff.ly/JJQBYzj]
convened by Thomas Wilder, Anna Sommer, Said Ouala & Adam Blaker.
โผ๏ธ Abstract Deadline: 15 Jan 2026
๐ Thank you for the overwhelming interest in the Winter School!
Following our recent ELLIS endorsement, together with support from ELLIOT & ELIAS, (and a blip in the EU Survey server ๐) weโre extending the application deadline!
๐
New deadline: 2 January 2026
buff.ly/uH1iKGM
#AI4EarthSystem
๐งฉ Meet some of the exceptional challenges tutors guiding the problem-solving sessions of the Joint Winter School โAI for Earth System, Hazards & Climate Extremesโ from the National Technical University of Athens (NTUA) and Max Planck Institute for Biogeochemistry @bgc-jena.mpg.de.
๐ buff.ly/HZcLiTM
โณ Counting down to the #AI4EO Winter School โ March 16โ20 2026, Athens ๐ฌ๐ท
AI, climate extremes & collaboration ahead. One week left to register! ๐ buff.ly/HZcLiTM
#AIWinterSchool2026 #AI4PEX #MeDiTwin #ClimateAction #Networking #CINEA
๐ Tuesday is social day at the Joint Winter School!
Weโll explore Ancient Lavrion โ a UNESCO Tentative World Heritage Site โ and end the day with ๐ญ Stargazing, ๐ถ Greek music and food, and relaxed networking. A perfect mix of science, culture, and connection. ๐
๐ More on Lavrion: buff.ly/060qqn0
๐ง Meet the Zero To Hero tutors behind the AI Winter School!
Experts in #AI, #EO & climate analytics guiding hands-on sessions.
๐
March 16โ20, 2026, NTUA Athens Campus, Greece
๐ Registration now open - buff.ly/HZcLiTM
#AIWinterSchool2026 #AI4PEX #MeDiTwin #Mentorship #CapacityBuilding
Winterschool โAI for Earth System, Hazards & Climate Extremesโ UPDATE!
Venue will be two iconic NTUA locations in Athens
๐historic Patission complex, a neoclassical heritage with modern academic life
๐
excursion to Ancient Lavrion, an archaeological site
๐ buff.ly/dOFMhWy
Joint Winter School โAI for Earth System, Hazards & Climate Extremesโ
๐ Explore how AI is transforming Earth system science across key environmental and societal sectors: ๐ Climate ๐ฆ๏ธ Weather ๐ฑ Land ๐ Ocean ๐ Atmosphere ๐ฅ Extremes ๐งฉ Social Systems
๐ Stay tuned!
๐ buff.ly/dOFMhWy
๐ฃ Exciting update โ registration is OPEN for Joint Winter School โAI for Earth System, Hazards & Climate Extremesโ!
๐
March 16 โ 20 2026
๐ Venue, NTUA, Athens, Greece
๐ More info and registration: buff.ly/kNH2f5B
#AIWinterSchool2026 #MeDiTwin #CINEA #ClimateResearchNet #earlycareer #PhD