🚨🤖💦🚨 We sped up high-fidelity subglacial hydrology modeling by 800x using machine learning. Detailed in our new paper in GRL led by (former) postdoc Vincent Verjans. If you want to learn how we did it, read 🧵 and paper👇 agupubs.onlinelibrary.wiley.com/doi/full/10.10…

We are excited to open registration for the upcoming PCTS workshop, Fracture across fields: insights from materials science, biology, and geophysics! Please register (FREE!) for in person attendance. pcts.princeton.edu/events/2024/fr…

Join us at UChicago DSI AI+Science summer school this July

This was a terrific session on all aspects of "Soft and Living Matter in Geophysical Flows", from worms to emulsions, foams, bacteria and algae in lakes, oceans and atmosphere, biofilm formation, and granular flows! Thanks to all the participants for making this session a success

🌟🚨 NEW PAPER 🚨🌟 How can we attribute retreat of the West Antarctic Ice Sheet to climate change? Do we even know how to ask the question? We show how you can do this, combining multiple sources of ice sheet model uncertainty. 🧵 British Antarctic Survey 🐧 Communications Earth & Environment nature.com/articles/s4324…

Packed room learning from Stephan Hoyer about NeuralGCM, merging physics-based (#differentiable!) & ML models for weather and climate predictions. Many thanks to Stephan Hoyer for a stimulating and engaging talk, and to Robert King for making this happen!

Students/postdocs: Join us UChicago GeoSci for the Rossbypalooza 2-week summer school on "Climate and Extreme Events" this July rossbypalooza.org. Visiting faculty: Paul O'Gorman (MIT, keynote), William Boos (Berkeley), Adam Sobel (Columbia), Yi Zhang & Jon Weare (NYU)

Looking forward to this Princeton workshop starting tomorrow learning about fracture mechanics in material science, Geophysics and biology! Live stream available here: pcts.princeton.edu/events/2024/fr…

Walked outside my office and saw... bubble tea DIY with different kinds of tea and sugar-coated boba! ❤️🧋🥹 A different level of university free food/drink & feeling spoiled.

Our new paper out today in Nature Geoscience! We identify the possibility of rapid changes in the distance warm water can intrude - and melt - the bottom of ice sheets. nature.com/articles/s4156… Bryony Freer and I wrote an explainer for Carbon Brief carbonbrief.org/guest-post-the…

Antarctic ice is melting in a worrying way that models haven't taken into account, suggesting projected sea level rise may be vastly underestimated cnn.it/3KZwzLm

Spent an incredible week teaching at the Machine Learning + Glaciology summer school in Montana and Yellowstone. So much fun discussing ML nonstop with these bright minds in a peaceful, remote place with no cell service. Gonna miss the people & the place!

Consider submitting abstracts to these two great AGU sessions! Deadline July 31. Cold stuff: Changing Permafrost Landscapes agu.confex.com/agu/agu24/prel… Physicsy Stuff: Granular and Fluid Physics in Geomorphology agu.confex.com/agu/agu24/prel…

An exceptional opportunity to work with an amazing scientist and a wonderful person!

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Excited to share our recent perspective in NatureClimate on Machine Learning for Climate across academia & industry. 🙏 to Aspen Global Change Institute for hosting a productive and collaborative workshop! go.nature.com/3yKLUND M²LInES Schmidt Futures Schmidt Sciences LEAP-STC