Climate Change AI

We're excited to announce our latest rounds of Innovation Grantees! Check out funded projects here: climatechange.ai/press_releases… 🌱🌍 Made possible thanks to support by the Quadrature Climate Foundation, @GoogleDeepMind, @Gmethanehub & @FutureEarth.

New paper  in Energy and Buildings: “Physics vs. Structure: A Systematic Benchmark of Learning Strategies for Multi-Zone Building Thermal Dynamics.” We provide an extensive benchmark that systematically compares a range of modeling approaches, from linear models to neural ODEs and physics-constrained models, for data-driven modeling of thermal dynamics in buildings. Besides prediction accuracy, we thoroughly quantify computational cost and physical consistency of the models, which is critical for HVAC control applications. paper: sciencedirect.com/science/articl… All the experiments have been made possible through the Neuromancer scientific machine learning library: github.com/pnnl/neuromanc… Thanks to my PNNL colleagues Soumya Vasisht, Cary Faulkner, Elad Michael, Aaron Tuor, and Draguna Vrabie for this fruitful collaboration, as well as the funding from @ENERGY that supported this work.

Join us at #SFClimateWeek today for our panel: AI for Climate Adaptation & Disaster Response—with Amy Tong, Karen Smith, Mark Ghilarducci. 🌱🌎 April 22 at @SPUR_Urbanist in SF. Free. Register: luma.com/ql5giqf6 #AIforClimate #ClimateAdaptation

📢📢 Call for Papers is out for the Third ClimateNLP Workshop at EMNLP 2026 📢📢 🚀 We invite short and long papers at the intersection of climate change and NLP 🌍 🗓️ Submission Deadline (preliminary): May 10th, 2026 more info: nlp4climate.github.io/callforpapers/

We're looking for our next cohort of amazing instructors for #CV4Ecology!! CV4E is an intensive workshop designed to empower ecologists to efficiently process their existing data, design new studies around CV, and scale their research to larger datasets.

Wanna earn yourself one of these bad boys? Sign up to be an Action Editor for TMLR! We are also looking for reviewers as well. 👇

Applications are officially OPEN! 🎉 Become a student or a Teaching Assistant in Computational Tools for #ClimateScience. ➡️ Apply now: portal.neuromatchacademy.org/sign-in Applications close 15 March. ➡️ Learn more: neuromatch.io/computational-… #SummerSchool #Climatematc #OnlineLearning

New paper out on localized location encoders with Slepian functions! 🤖🌍🌐 Lead by @arjun_arao & w/ @david_rolnick, @MarcCoru & others. 📰Paper: arxiv.org/abs/2602.0039 💻Code: github.com/arjunarao619/S… Learn more 👇 1/4

Call for Tutorials & Skill Sessions: Deep Learning Indaba 2026 ✨ Under this year’s theme, "Sovereign Intelligence: Africa’s Path in a Frontier AI World," we are officially opening our first-ever open call for Tutorials and Skill Sessions. We are looking for experts and educators to empower the African community with the tools to build, control, and deploy AI. What are we looking for? 🔹Tutorials (2hrs): Foundational, lecture-style sessions (e.g., GNNs, Climate Modelling, Agentic AI). 🔹Skill Sessions (1hr): Hands-on "how-to" demos (e.g., shipping production code, research writing). Whether you are teaching core fundamentals or exploring technological sovereignty through open-source stacks, we want to hear from you. 🗓️ Deadline: 8th March 2026 (AOE) 📍 Where: In-person in Nigeria (with post-Indaba online opportunities!) Apply here: forms.gle/vLaMfooupUowyy… Let’s build a foundation for African AI agency together! #DLI2026 #Indaba2026

Join us Friday, Feb 6 at 11am for our seminar featuring Scott Strenfel, Sr. Director of Meteorology Operations & Fire Science at PG&E. 🔥 Operational Outage, Ignition & Wildfire Risk Modeling at PG&E 🔗 Register: buff.ly/bYQgoiD

Embeddings are all the rage in #GeoAI, but no clear definition or shared research agenda exists in the space. Introducing "Earth Embeddings: Towards AI-centric Representations of our Planet", led by @rolf_comma_e, @MarcCoru and me. Paper: eartharxiv.org/repository/vie… Thread: 👇 1/7

We were excited about the great turnout at our #NeurIPS2025 workshop! A big thank you also to all our reviewers, keynote speakers, panelists, organizers & our sponsors @Mila_Quebec & @Microsoft. 🎉 Explore all accepted submissions & watch the recording: climatechange.ai/events/neurips…

Our #NeurIPS2025 workshop is about to start! Join us via our free livestream: #livestream" target="_blank" rel="nofollow noopener">climatechange.ai/events/neurips…

We're excited for our #NeurIPS2025 workshop tomorrow from 8am-5pm PT! 🎉🚀 Join us for keynotes, panels, poster sessions and more, either in-person or via our free livestream 👉 #livestream" target="_blank" rel="nofollow noopener">climatechange.ai/events/neurips…

Our second #NeurIPS2025 workshop panel discusses the nurturing of collaborations at the intersection of #AI & #climate change research, w/ panelists Priscilla Baltezar, Steffen Knoblauch & @KalaiRamea. Join on Dec 7 in-person, or via our free livestream!climatechange.ai/events/neurips…

Our first #NeurIPS2025 workshop panel discusses the methodological trade-offs in machine learning for climate change, featuring Lauren Harrell, @crisbodnar & @spacecadet_kels. Join us on December 7 in San Diego, or via our free livestream! Learn more: climatechange.ai/events/neurips…

Thank you also to our sponsors, @Mila_Quebec & @Microsoft!

We're excited to announce our #NeurIPS2025 keynote speakers Bichlien Nguyen and Duncan Watson-Parris! 🎉 Learn more about our workshop on Dec 7 and our free livestream on our website 👉 climatechange.ai/events/neurips… See you soon in San Diego!

🚀🎉I'm excited to announce that I will be joining @ucl as Assistant Professor from Fall 2026 to start a new #GeoAI group & maintaining my affiliation w/ @lgnd_ai to put my research into practice! 🇬🇧I'm also hiring PhD students (Dec 5 deadline)! Details 👉konstantinklemmer.github.io

⚡Excited to share our work "PFΔ: A Benchmark Dataset for Power Flow under Load, Generation, & Topology Variations," to be presented as part of the #NeurIPS 2025 Datasets & Benchmarks Track Led by my students Ana K. Rivera, Anvita Bhagavathula (@anvita_b_) & Alvaro Carbonero 1/