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People in Geometric Deep Learning research architectures that respect hard invariances or symmetries in data. Lots of untapped potential here for weather and climate predictions. Here is a tutorial by Chaitanya K. Joshi @ICLR2025 🇸🇬 github.com/chaitjo/geomet…

seems like a photo from a utopian 2055

For people planning to get involved in CMIP7! I really appreciate how the drop in sessions are open to anyone.

Here is David and Camille measuring mangroves. Ultimately, we want to enable small-scale landowners to participate in the global carbon market. First step is to create ForestBench, an open-source benchmark dataset for forest monitoring. Camille Rivera

We are hiring a postdoc in ML and Cryospheric Sciences at Columbia University University. They would work on a joint project with Massachusetts Institute of Technology (MIT) on superresolution of surface meltwater, among others. Posting: academic.careers.columbia.edu/#!/105436 #MachineLearning #EarthScience NYC Cryosphere Lab Pierre Gentine #Job

Happy to share what we've worked for months! 💚🎉 With the help of Thinking Machines and Gainforest.Earth, and together with the local communities we collected data of 3000 trees, each with its own GPS, photos and species ID!

Generative AI is all the hype to create cool art. But, can we also use GenAI to tackle real-world problems?? Here's a TEDx talk in which I illustrate how "Machine Learning Emulators" can empower local advocates in climate change 🚨 youtu.be/DTX8SvdtrmU TEDxBoston #TEDxBoston TEDx

"we have to accept here the Earth is a donut" - favorite quote from EGU today Seriously though, Caroline Arnold shared a cool learning that Embedded Python seems best for integration into Fortran climate models in comparison to YAC or pipes Caroline Arnold Helmholtz AI @dvdgbg #EGU23

Last call for abstracts to our AGU24 Session on *Advances on Emulating Earth System Models*; due 31st of July, 23.59 EDT agu.confex.com/agu/agu24/prel… #AGU AGU (American Geophysical Union) #ML #MachineLearning Climate Change AI

With grad school admissions being open now, I'd like to re-share our list with all the awesome faculty at MIT that work in #AI and #ClimateChange github.com/blutjens/aweso… Climate Change AI Massachusetts Institute of Technology (MIT) MIT EAPS MIT Climate & Sustainability Consortium (MCSC) Priya L. Donti Sara Beery

Today, MIT News featured our work on AI-generated imagery of future floods. We discuss the dangers of hallucinations in this risk-sensitive application and propose a new physics-informed model that circumvent them. news.mit.edu/2024/new-ai-to… Robin Cole MIT EAPS

We just released the first lecture from this year's workshop on Computer Vision for Ecology at Caltech with MIT Prof Sara Beery giving an Intro to Computer Vision - Deep Learning, CNNs, and Transformers. youtu.be/5rE2ogBh0zc?si…