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best possible justification for doing a physics phd in the Geometric Intelligence Lab lab?

What if any neural network could go topological? While being just as (or more) general, equivariant, and expressive as other Topological Deep Learning models? Without a hacky, case-by-case software struggle? I am beyond excited to introduce TopoTune💫 arxiv.org/pdf/2410.06530

I am recruiting PhD students for 2025!😃 You want to reveal the geometric signatures of natural and artificial intelligence, and unlock the mysteries of the brain?🤖🧠 Apply to the UCSB Geometric Intelligence Lab✨ This is the view you'd have from... well, your desk🌴

Call for PhD students!🤩 It's officially my 4th year in grad school here (where did the time go) and I cannot recommend this lab strongly enough!! We get to work on some of the most exciting topics with the kindest folks, in the best locations🌴

Atmo is one of the TIME best inventions of 2024! We are on a mission to make ultra-precise weather forecasting universally accessible. Atmo is honored to be recognized by TIME for our contribution. See the full list here: time.com/best-invention…

🏆Geometric AI for weather forecasting is awarded TIME Invention of the year!🌎 Incredibly proud to serve as advisor for Atmo - the leading startup in AI & Weather. Congrats Johan Mathe Alex Levy Yves Martin 🇫🇷🇪🇺 Francisco Acosta & team! *This* is AI for science 🌟

The atmosphere is the quintessential chaotic system: it's extremely hard to predict its evolution. Weather forecasting is not only a fascinating scientific problem, but has enormous direct impact in society. So exciting to be working with the amazing team at Atmo !

In a recent Q&A, Nina Miolane 🦋 @ninamiolane.bsky.social, and Amy Kuceyeski | @[email protected], of The Ann S. Bowers Women's Brain Health Initiative, provided their commentary on the challenges and progress made in women’s #neurology. View the article on our site now! 🚺 🧠 Weill Cornell Medicine Radiology UCSB ECE

Ever wondered what lies at the heart of the quantum world? Santa Barbara Folks📢: Please join us next Tuesday, 7 pm, at Brass Bear Brewing in downtown Santa Barbara for Madeleine Bow Jun Leibovitch's talk on ultracold potassium atoms and their significance in quantum physics⚛️

“Less than 0.5% percent of brain imaging articles published over the last 25 years consider health factors specific to women.” Nina Miolane 🦋 @ninamiolane.bsky.social of The Ann S. Bowers Women's Brain Health Initiative is changing this by using #AI digital twins of women’s brains to deepen our understanding of health. #ImagingTheFuture

Thrilled to see this important stat highlighted!🎯from Dr. Caitlin Taylor Laura Pritschet Emily G. Jacobs 🦋 @emilyjacobs.bsky.social The Ann S. Bowers Women's Brain Health Initiative Grateful to have shared our work on #AI digital twins for women's health at the incredible CZI Science event! Huge thanks to the organizers: what an inspiring week🙌

Grateful to see these important ideas highlighted!🙌 Medicine has been built around the "one size fits all" idea, but that is not working. Excited to continue advancing women’s #neurology together!🧠💪 Amy Kuceyeski | @[email protected] The Ann S. Bowers Women's Brain Health Initiative Geometric Intelligence Lab Real AI @ UCSB tinyurl.com/5a2u8adk

This should be fun! I'll be sharing our recent literature review on all things geometric/topological/algebraic ML✨🍩 With Sophia Sanborn Johan Mathe D. Buracas Hansen Lillemark Christian Shewmake Abby Bertics X. Pennec & Nina Miolane 🦋 @ninamiolane.bsky.social

Can't believe it's a year already! Incredibly proud of what this team has accomplished 🧠🌟 Emily G. Jacobs 🦋 @emilyjacobs.bsky.social Dr. Caitlin Taylor Russ Poldrack Amy Kuceyeski | @[email protected] @crntozlu @joshbuck Kaitlin Casaletto Rachel Buckley 🐨🇦🇺🐨 Judy Pa, PhD Suzanne Baker Susana Carmona Magdalena Martínez-García PhD🦋 Adele Myers Louisa Cornelis

Excited to talk with the community about what we've been working on! Co-founding New Theory with Colin O'Donnell to build new foundational architectures for intelligence. Come join us at #NeurIPS in Vancouver this week for our soft-launch event 🎊🥂 partiful.com/e/rgVdt2XkzZFq…

Happy New Year🎉 Thrilled to start 2025 with a $1M award from CZI Science Chan Zuckerberg Initiative to study the maternal brain using AI! We're grateful for the chance to advance science for mothers worldwide🧠 The Ann S. Bowers Women's Brain Health Initiative Geometric Intelligence Lab Emily G. Jacobs 🦋 @emilyjacobs.bsky.social Susana Carmona Magdalena Martínez-García PhD🦋

What a start to 2025!🎉 Our lab is honored to receive $1M from CZI Science Chan Zuckerberg Initiative to study how motherhood shapes women's brains with AI, focusing on maternal mental health - a vital under-researched priority🧠 Nina Miolane 🦋 @ninamiolane.bsky.social Susana Carmona Emily G. Jacobs 🦋 @emilyjacobs.bsky.social Magdalena Martínez-García PhD🦋

Special thanks to the incredible Sarah Kushner Adele Myers Luis F. Pereira and Daniel Martín de Blas 🌟 They are bringing your twin brain to you!🧠

The era of artificial scientific intelligence is here. As algorithms generate discoveries at scale, what role remains for human scientists?🤔 Thanks PLOS Biology for publishing my perspective Real AI @ UCSB UCSB ECE UC Santa Barbara's College of Engineering UC Santa Barbara ! journals.plos.org/plosbiology/ar…

📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. neurreps.org/call-for-papers