The official account of the AI4PEX Project "Artificial Intelligence and Machine Learning for Enhanced Representation of Processes and Extremes in Earth System Models" (2024-2028).
This project receives funding from the European Union #HorizonEU Research and Innovation Programme. Any related posts reflect only the views of the project partners.
| Website | https://ai4pex.org |
🎤 #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.
🔗 https://meetingorganizer.copernicus.org/EGU26/EGU26-14314.html
🎤 #EGU26 Spotlight
How do soil moisture & temperature drive extremes? 🌍
Feini Huang combines causal AI + ML to disentangle land–atmosphere feedbacks — and benchmark climate models.
🔗 https://meetingorganizer.copernicus.org/EGU26/EGU26-12361.html
🎤 #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.
🔗 https://meetingorganizer.copernicus.org/EGU26/EGU26-18440.html
🎤 #EGU26 Spotlight
Some regions are “behind” or “ahead” in warming 🌡️
Dominik Schumacher shows: areas lagging today may see faster rises in extreme heat soon.
🔗 https://meetingorganizer.copernicus.org/EGU26/EGU26-13840.html
🎤 #EGU26 Spotlight
Fires, beetles… or management? 🌱
Thomas Pugh shows that harvest decisions may shape Europe’s forests more than disturbances.
🔗 https://meetingorganizer.copernicus.org/EGU26/EGU26-17236.html
🧠 From prediction to understanding
Join us at #EGU26 for work on causality, explainability & model evaluation
⚡️ Don’t miss: Camps-Valls, Huang, Mankovich, Gavrilov + more!
🌱 Land & carbon matter
Join us at #EGU26 for insights on carbon cycle & biosphere processes
⚡️ Don’t miss: Pugh, Nelson, Shan, Jung + more!
🌡️ Climate change = Extremes
Join us at #EGU26 for work on heatwaves, compound events & climate risks
⚡️ Don’t miss: Seneviratne, Schumacher, Pfleiderer, Soto Martin + more!
🌍 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!
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! 🚀
