PolymathicAI

Getting ready to speak at the @worldmodel_26 at Mila alongside @ylecun, @Yoshua_Bengio and @sherryyangML :) Excited to see you online or in person! 🤪

We built a semantic search engine for millions of galaxy images by having LLMs write the captions. These images are completely unlabeled, but our method enables astronomers to search for rare phenomena via text. Try our app! 🔭👇

Come see our poster or hear our talk about the largest multi-model for astrophysics 💫at @NeurIPSConf Poster: Friday Dec 5 11am-2pm (PT), Exhibit Hall CDE #2200 Talk: AI4Science Workshop: Sunday Dec 7 Upper Level Ballroom 20A !

I’m excited to announce that @PolymathicAI new astrophysics model, AION-1, has been accepted to #neurips2025 ! 🎉 Come see our poster on Dec 5 (Friday) at 1-4pm PT, poster session 5 OR hear our talk from @liamhparker and Francois Lanusse at #AI4Science workshop It’s the first large-scale multimodal foundation model for astronomy!

Latent diffusion Models are all the rage right now. But how far can we push it ? What happens if we use a very^3 small latent space? 🧐 Come find out at our @NeurIPSConf paper led by @FrancoisRozet Tomorrow (Thursday) in San Diego at 4:30-7:30pm at the Exhibit Hall CDE poster #2311 !

Most real-life systems are only partially observed, whether it is our Earth, the sun, or the air flow in our house! So, how do we predict these dynamical systems if nothing is perfectly observed? Come join @PolymathicAI tomorrow (Thursday) at 4:30-7:30 PST at Exhibit Hall CDE #2213 at @NeurIPSConf at our poster on how to predict partially observed dynamical systems! -> A Multiscale Inference Scheme+ Diffusion! 🚀 Led by @rdMorel and @FrankPRCP !!

Partial observability is a key challenge in predicting physical systems, where only part of the state is observed. Check out our poster #2213 at #neurips2025 on Thu, Dec 4, 4:30pm! We propose a multiscale inference scheme for diffusion models to better predict these systems.

So proud to see the culmination of effort led by @mikemccabe210 @PayelMukhopadh3 @__tm__157 @BrunoRegaldo @FrancoisRozet along with the amazing team at @PolymathicAI to produce The first "Polymathic"/cross-disciplinary AI model for fluid dynamics! We started with creating

RT @cosmo_shirley: Extremely proud and honored to be named among the great minds of Schmidt Sciences AI2050 Senior fellows! A special sh…

PolymathicAI is recruiting two postdoctoral researchers to join our team at Cambridge, to work on building and understanding large-scale foundation models for science. Please share with potential candidates!

Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation. We got lost in latent space. Join us 👇

The final days of summer are upon us, and it is bittersweet to say goodbye to our great group of @PolymathicAI interns! 😭 @JacopoTeneggi @cskokgibbs @astro_nolan @CristianaD2202 @LouisSerrano31 @rachelczhang Here are a few pics to remind us all the fun we had! (and hold your

Polymathic AI is proud of our advisor @hardmaru for being selected for the @TIME 100 AI list ! Congratulations @hardmaru and @SakanaAILabs !

Want to predict the future of our own star? The Sun! Build with us at @PolymathicAI! New postdoctoral fellowship position in AI X Solar Physics! 🌞 Deadline to apply: Feb 15, 2025 apply.interfolio.com/161867

@cosmo_shirley Positions are available in Paris, France 🇫🇷

You saw our AstroCLIP, and have heard of MultiModal Universe! Now, come build and scale Foundation models for Astrophysics with us at @PolymathicAI! Check this out: aas.org/jobregister/ad… Deadline: Feb 14, 2025!

Very proud of what we accomplished with @PolymathicAI + MultiModal Universe Collaboration! 👉100 TBs of Astronomical data ⭐️🌟💫 👉From > 10 telescopes, over 20 modalities 👉All ML training ready This will be presented today (Wed) at 4:30pm-7:30pm (PST) at West Ballroom A-D

RT @cosmo_shirley: 🔥 @PolymathicAI presents the coolest (IMO) and most diverse fluid dynamics dataset at #NeurIPS2024 ! Date: tomorrow (T…

🔥@PolymathicAI team will present Multiple Physics Pretraining (MPP) tomorrow from 11am to 2pm (PST) at East Exhibit Hall A-C #4100 🔥 at #NeurIPS2024! Learn how to pre-train on various incompressible fluids simulations and make the AI model predict what will happen to nearly

@rdMorel will be talking about "Toward Foundation Models of PDE" !!

Come check out the @FlatironInst booth #523 at #SC24 ! 🔥 Our own @rdMorel will give a talk on Wednesday at 2:45-3pm!