Geometric Intelligence Lab

In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper. In this century, it’s revolutionizing how we model the world with machines. Our review on the topic is out arxiv.org/pdf/2407.09468, led w the brilliant @naturecomputes @johmathe

Join us in congratulating the 17 SIAM prize recipients who will be honored at #SIAMAN26, July 6–10 in Cleveland! 👏 🔗 Read more about each recipient: siam.org/publications/s… 📅 View the conference program: meetings.siam.org/program.cfm?CO… #SIAMED26 #SIAMLS26 #SIAMMPE26

🎉 Congratulations to @fatihdin4en, postdoc in UC Santa Barbara #ECE and the Kavli Institute for Theoretical Physics, on winning the Richard C. DiPrima Prize from the Society for Industrial and Applied Mathematics (SIAM). 🏆 🔗 Read the full story: lnkd.in/gd27SUAA

🧠Can geometry give us a theory of neural computation? @claire_i_webb and I discussed how #geometry, the hidden shapes & structure inside high-dimensional neural data, can be a powerful tool to understand how the brain computes. @longnow @berggruenInst @geometric_intel

How are scientists mapping consciousness? Could geometry hold the key? Claire Isabel Webb, director of the Future Humans program at the @berggruenInst, asks @NinaMiolane of the UCSB Geometric Intelligence Lab. Watch the full episode here: na2.hubs.ly/H068tRX0

Honored to be featured in @ucsantabarbara newsletter with my research and an international award For years I wasn’t sure my research counted as physics. It apparently does! The questions define us. Read the questions that shaped my career! news.ucsb.edu/2026/022632/ne…

The ocean is inherently chaotic, yet existing data-driven ocean models produce deterministic forecasts. In our new preprint, we introduce Njord, a probabilistic graph neural network for ensemble ocean forecasting. Link: arxiv.org/abs/2605.15470 A couple highlights below 🧵