1/ NMR is one of the most important tools for figuring out molecular structure that's used across chemistry, biology, materials science, and drug development.
Collecting the data is routine, interpreting it can take days, sometimes years 😮
We built an AI agent for this 🧵
The Polymathic AI Collaboration. Shared account.
Joined September 2023
- Interested in building the next generation of AI for fluid dynamics? We're looking for a Research Scientist / Postdoctoral Researcher at Polymathic AI in New York to develop foundation models for computational fluid dynamics. Interest form: forms.gle/7n4mrJyEJjmb4W…
- Are chemists done & is NMR solved? Not so fast! 🤔 Outperforming software is not the goal, to be truly useful, AI needs to operate like a human chemist under real lab conditions. ✨Check our #ICML2026 AI4Science Spotlight! 🔗OpenReview: openreview.net/forum?id=hsfHz… Thread 🧵 (1/7)New Anthropic Science Blog: Making Claude a chemist. To manipulate a molecule, chemists first need to understand its structure. Their main tool is NMR spectroscopy. We found Opus 4.7 matches—and on some tasks beats—dedicated NMR software. Read more: anthropic.com/research/makin…
- Interested in building the next generation of foundation models for science? Join Polymathic in New York (NYU + Flatiron) for a postdoc. Topics include generalization/transfer, and solar physics. Gen-transfer: apply.interfolio.com/185111 Solar-physics: apply.interfolio.com/185110
- 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



