iiinova — where your digital self keeps evolving

AI4PEX @ai4pex.bsky.social · 29/09/2026

💡 Weather or climate? Why choose? A new paper explores how AI could help bridge weather prediction & climate projection within unified frameworks—while highlighting challenges around trust, fairness, transparency, energy use & global inequality. 👉https://buff.ly/RXiiTFl #AI4PEX #AI4Climate

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AI4PEX @ai4pex.bsky.social · 22/09/2026

🌟 Celebrating our AI4PEX postdocs during #PostdocAppreciationWeek! 🌍🤖 From AI-powered Earth observation to climate extremes, hybrid modelling and uncertainty, they are advancing our understanding of a changing planet. 👏 Thank you for your curiosity and creativity! #EarlyCareerResearchers

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AI4PEX @ai4pex.bsky.social · 15/09/2026

💡 How does vegetation affect soil moisture far downwind? Using atmospheric transport + deep learning, a new study finds upwind information provides 67% of predictive power, with vegetation explaining 15%. Effects vary strongly across humid & semi-arid regions. 👉https://buff.ly/AKJHPRF

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AI4PEX @ai4pex.bsky.social · 08/09/2026

💡 New paper! Summer heat extremes are changing—not just becoming hotter, but lasting longer. By comparing 1-in-100-year summers in today's and preindustrial climates, we show that faster soil drying makes prolonged heatwaves more likely, especially in Western Europe. 👉 buff.ly/YnOWmc6

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AI4PEX @ai4pex.bsky.social · 26/08/2026

As #ClimateChange hits harder every year, droughts and water scarcity are becoming more severe. During #WorldWaterWeek, we’re reminded that water links atmosphere, land and ocean, and understanding these links is key to predict droughts and support sustainable water management.

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AI4PEX @ai4pex.bsky.social · 19/08/2026

💡 New Paper! How are European winter extremes linked to atmospheric circulation? Using the co-recurrence ratio (α), we find coupling depends strongly on the circulation domain and height, but little on the extreme threshold we define. 👉 Learn more: buff.ly/RcPoQej #ClimateExtremes #AI4PEX

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AI4PEX @ai4pex.bsky.social · 11/08/2026

💡 New preprint! Can you separate climate change from natural climate variability using only a single climate record? PullbackDMDc is a method combining dynamical systems theory and data-driven modelling to decompose climate variability into its forced and internal components: 👉 buff.ly/MdUlqqk

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AI4PEX @ai4pex.bsky.social · 04/08/2026

💡 New paper! How does 🔥 wildfire risk in Southern Europe change by 2100? Using ML + climate + future land-use & population scenarios, wildfire risk increases strongly under high-emission SSP3-7.0. Future land use and population changes significantly shape the projected risk. 👉 buff.ly/rFeObPM

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AI4PEX @ai4pex.bsky.social · 28/07/2026

📢 New preprint! Introducing DROP 💧 a physically informed deep learning framework for river discharge prediction. By combining AI with river routing, DROP delivers: ✅ Strong spatial generalization ✅ Better flood peak prediction ✅ Interpretable, spatially explicit diagnostics 👉 buff.ly/VxZ2uQf

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AI4PEX @ai4pex.bsky.social · 21/07/2026

💡 New Paper! Why do observed and simulated winter precipitation trends often disagree? Our study shows that models capture the warming-driven response well, but often underestimate changes in atmospheric circulation, especially in the Mediterranean. 👉 buff.ly/6B2t2Rl

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AI4PEX @ai4pex.bsky.social · 14/07/2026

💡 New Paper! Can AI improve how Earth System Models represent clouds? ☁️ We present a hybrid #ML radiation scheme that learns radiative impact of subgrid-scale clouds from 5 km storm-resolving simulations. ✅ 4–10× lower errors than conventional radiation schemes. 👉 buff.ly/nxo8Wdm

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AI4PEX @ai4pex.bsky.social · 23/06/2026

⏰ Reminder: #AI4PEX Science Talks take place this Thursday! 🌍 Hadi Shokati AI for soil erosion, flood segmentation & rainfall erosivity forecasting 🧠 René Geist SoftJAX & SoftTorch: differentiable programming for scientific ML 📅 Thursday, 25 June 2026, 13:00 CEST 👉 Register now! buff.ly/ISWKn3W

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AI4PEX @ai4pex.bsky.social · 16/06/2026

💡 New Paper! ⛵ Can sailboats improve estimates of the ocean CO₂ sink? Citizen-science measurements help reveal a stronger Southern Ocean sink, but current sampling is still too sparse to fully constrain long-term trends. 👉 buff.ly/FfqGxiZ #OceanCarbon #CitizenScience #ClimateScience

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AI4PEX @ai4pex.bsky.social · 11/06/2026

🎓 Next up in the #AI4PEX Science Talks! 🌍 Hadi Shokati AI for soil erosion, flood segmentation & rainfall erosivity forecasting 🧠 René Geist SoftJAX & SoftTorch: differentiable programming for scientific ML 📅 Thursday, 25. June 2026 at 13:00 CEST 👉 Register now! buff.ly/il9q9XX

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AI4PEX @ai4pex.bsky.social · 09/06/2026

🎥 Looking back at the ELLIS Winter School 2026 in Athens! A week full of AI, climate science, hands-on projects, inspiring discussions & new collaborations. 🌍🤖 Watch the full highlight video: buff.ly/UWRH9cF Special thanks to Olyvon for producing this amazing video.

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AI4PEX @ai4pex.bsky.social · 05/06/2026

💡 New Paper! 🌡️ How much of recent summer warming is circulation-driven? Our new study shows that atmospheric circulation trends explain up to 50% of Europe’s summer warming (1979–2023) — with strong but contrasting effects across the northern mid-latitudes. Dynamics matter. 👉https://buff.ly/4jCxbSQ

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AI4PEX @ai4pex.bsky.social · 29/05/2026

💡 New Paper on global plant functional diversity 🌍🌿 Using remote sensing, biodiversity observations & trait databases, this study maps key plant traits worldwide at 1-km resolution — offering new insights into ecosystem functioning, biodiversity & resilience. 🛰️🌱 👉 buff.ly/9pEsi7p

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AI4PEX @ai4pex.bsky.social · 21/05/2026

🌍 AI4PEX 2nd General Assembly in Brest, France! The week combines scientific exchange, collaboration & hands-on on CNNs, AI agents, UQ & Generative approaches. A highlight: dedicated discussions for ECRs on careers, funding & supervision — followed by a beautiful coastal hike 🌊 Thanks for hosting us

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AI4PEX @ai4pex.bsky.social · 12/05/2026

💡 New Paper on physics-aware AI for #EarthObservation 🌍🤖 By combining physical models with symbolic regression & sparse ML, this work moves toward more interpretable and trustworthy emulators for atmospheric radiative transfer. 👉https://doi.org/10.1109/TGRS.2026.3676858 #ExplainableAI #AI4Earth

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AI4PEX @ai4pex.bsky.social · 08/05/2026

🎤 #EGU26 Spotlight AI must go beyond prediction 🌍 Gustau Camps-Valls on AI for climate resilience — from explainable AI to early warning systems & causal models. 🔗 buff.ly/Vr5jo6Z #AI4PEX

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AI4PEX @ai4pex.bsky.social · 06/05/2026

🎤 #EGU26 Spotlight Climate extremes don’t always happen alone 🌡️ Sonia Seneviratne on compound events — rising risks, near-permanent extremes, and limits to adaptation. How multiple climate extremes interact & amplify impacts. 🔗 buff.ly/h6FuBR9 #AI4PEX

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AI4PEX @ai4pex.bsky.social · 05/05/2026

🎤 #EGU26 Spotlight How do soil moisture & temperature drive extremes? 🌍 Feini Huang combines causal AI + ML to disentangle land–atmosphere feedbacks — and benchmark climate models. 🔗 buff.ly/56imoYB #AI4PEX

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AI4PEX @ai4pex.bsky.social · 05/05/2026

🎤 #EGU26 Spotlight Are AI climate models really more efficient? 🤖🌍 Tom Beucler compares AI, hybrid & GPU-based models — and finds the advantage isn’t always clear-cut. 🔗 buff.ly/2LSZLP5 #AI4PEX

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AI4PEX @ai4pex.bsky.social · 04/05/2026

🎤 #EGU26 Spotlight Some regions are “behind” or “ahead” in warming 🌡️ Dominik Schumacher shows: areas lagging today may see faster rises in extreme heat soon. 🔗 buff.ly/WLiZV8W #AI4PEX

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AI4PEX @ai4pex.bsky.social · 04/05/2026

🎤 #EGU26 Spotlight Fires, beetles… or management? 🌱 Thomas Pugh shows that harvest decisions may shape Europe’s forests more than disturbances. 🔗 buff.ly/sf0ejeT #AI4PEX

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AI4PEX @ai4pex.bsky.social · 01/05/2026

🧠 From prediction to understanding Join us at #EGU26 for work on causality, explainability & model evaluation ⚡️ Don’t miss: Camps-Valls, Huang, Mankovich, Gavrilov + more! #AI4PEX

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AI4PEX @ai4pex.bsky.social · 30/04/2026

🌱 Land & carbon matter Join us at #EGU26 for insights on carbon cycle & biosphere processes ⚡️ Don’t miss: Pugh, Nelson, Shan, Jung + more! #AI4PEX

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AI4PEX @ai4pex.bsky.social · 29/04/2026

🌡️ Climate change = Extremes Join us at #EGU26 for work on heatwaves, compound events & climate risks ⚡️ Don’t miss: Seneviratne, Schumacher, Pfleiderer, Soto Martin + more! #AI4PEX

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AI4PEX @ai4pex.bsky.social · 28/04/2026

🌍 AI is transforming climate modelling! Catch us at #EGU26 presenting work on AI climate models, hybrid approaches & scaling ⚡️ Don’t miss: Beucler, Grundner, Ivanov, Camps-Valls + more! #AI4PEX #AI4Earth #ClimateAI

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AI4PEX @ai4pex.bsky.social · 24/04/2026

3 days, 9 models, 1 goal: benchmarking mortality in #EarthSystemModels 🌍 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! 🚀 #AI4PEX #ClimateScience

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AI4PEX @ai4pex.bsky.social · 01/04/2026

✨ Huge thanks to all instructors & participants for making the ELLIS Winter School on AI for Earth System, Hazards & Climate Extremes so engaging and interactive! 👏 Special thanks to OroraTech, ESA Academy & ICEYE — your support enabled 10 participants to join, helping make the school more diverse.

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AI4PEX @ai4pex.bsky.social · 21/03/2026

Final day at the ELLIS Winter School on “AI for Earth System, Hazards & Climate Extremes.” 🎉 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!

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AI4PEX @ai4pex.bsky.social · 20/03/2026

Day 4 of the ELLIS Winter School on “AI for Earth System, Hazards & Climate Extremes” kept the momentum going. 🔬 Challenge teams refined their solutions, supported by expert insights and keynote talks on AI for climate and Earth systems and stakeholder engagement.

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ELLIOT Project @elliot-eu.bsky.social · 18/03/2026

We’re in Athens for the ELLIS Winter School 2026 🌍 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. ✋

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AI4PEX @ai4pex.bsky.social · 18/03/2026

Momentum continued on day four of the ELLIS Winter School 🚀 From Zero2Hero sessions to lively challenge sessions, participants sharpened their skills and exchanged ideas across disciplines. Evening at the National Observatory of Athens — no stargazing due to clouds, but a great tour instead 🌥️🔭

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AI4PEX @ai4pex.bsky.social · 17/03/2026

🇬🇷 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 — plus a great career panel highlighting the diverse and often non-linear paths into climate & AI. Science + sea air + career insights 🌊

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AI4PEX @ai4pex.bsky.social · 16/03/2026

Day 1 of the ELLIS Winter School in Athens 🇬🇷 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.

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AI4PEX @ai4pex.bsky.social · 16/03/2026

👋We are ready. The venue is set, the slides are polished, and we can’t wait to welcome you to the ELLIS Winter School on “AI for Earth System, Hazards & Climate Extremes.” Let’s build, learn, and collaborate! #ELLISWinterSchool2026

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AI4PEX @ai4pex.bsky.social · 16/03/2026

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AI4PEX @ai4pex.bsky.social · 16/03/2026

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Reposted by AI4PEX

RESCUE Climate @rescueclimate.bsky.social · 11/03/2026

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

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AI4PEX @ai4pex.bsky.social · 12/03/2026

🕒 Only 4 days to go until the ELLIS Winter School on “AI for Earth System, Hazards & Climate Extremes”! Participants are preparing, speakers are finalizing their slides, and excitement is growing. Ready to learn, connect, and innovate! See you in Athens! ✈️ #ELLISWinterSchool2026

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AI4PEX @ai4pex.bsky.social · 10/03/2026

🌍 Can we predict atmospheric CO₂ growth? Using 6 Earth System prediction systems with an interactive carbon cycle, we show: • CO₂ growth and air-land CO₂ fluxes predictable up to 2 yrs • Air–sea CO₂ fluxes up to 5 yrs A step toward carbon-cycle early warning. 👉 buff.ly/yBufSel #CarbonCycle

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AI4PEX @ai4pex.bsky.social · 23/02/2026

🚀 Two years of AI4PEX — time to share results. Join our new AI4PEX Science Talk Series, where our researchers take the stage to present fresh results. 📅25 February at 3pm CET Phenology–Climate Feedback Loops by Alexander Winkler. 👉 Register now! buff.ly/t54dZye

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AI4PEX @ai4pex.bsky.social · 10/02/2026

💡 New Paper! Deep learning can predict runoff — but uncertainty matters. This study shows that engression + LSTM delivers: ✅ Better uncertainty estimates ✅ Realistic time-series simulations ✅ Stronger performance for trustworthy environmental forecasts. 👉 Learn more: buff.ly/NYL9dRP

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AI4PEX @ai4pex.bsky.social · 03/02/2026

💡 New Paper! New hybrid approach for cloud parameterizations in climate models 🌍☁️ Physically consistent ML + practical tuning improves ICON cloud biases by ⬇️ 75% (Southern Ocean) ⬇️ 44% (subtropical stratocumulus) Interpretable, stable — and robust under +4 K warming. 👉 Learn more: buff.ly/Is6KPrJ

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AI4PEX @ai4pex.bsky.social · 14/01/2026

📢 Last Call for Abstracts #EGU26 ! 🌊 Join us and submit your abstract to our session OS1.5: Machine Learning and Ocean Modelling for the Earth System 👉 buff.ly/JJQBYzj [buff.ly/JJQBYzj] convened by Thomas Wilder, Anna Sommer, Said Ouala & Adam Blaker. ‼️ Abstract Deadline: 15 Jan 2026

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AI4PEX @ai4pex.bsky.social · 15/12/2025

🙏 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 🙃) we’re extending the application deadline! 📅 New deadline: 2 January 2026 buff.ly/uH1iKGM #AI4EarthSystem

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AI4PEX @ai4pex.bsky.social · 10/12/2025

🧩 Meet some of the exceptional challenges tutors guiding the problem-solving sessions of the Joint Winter School “AI for Earth System, Hazards & Climate Extremes” from the National Technical University of Athens (NTUA) and Max Planck Institute for Biogeochemistry @bgc-jena.mpg.de. 🌐 buff.ly/HZcLiTM

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