
PROGRAM
Rackham Building 4th floor, 915 E Washington St, Ann Arbor, MI
May 28-30, 2025
A PDF version of the agenda is available for download.
A live interactive Q&A session is available at pigeonhole.at/SCIFM25/.
Program
9:00am - 9:45am Sean Welleck (CMU): Mathematical Reasoning with LLMs (talk)
9:45am-10:30am Venkat Viswanathan (U Michigan): Building and using Extreme-scale Molecular Foundation Models (talk)
10:30am-10:50am Break
10:50am - 12:20pm Sean Welleck (CMU): Test-Time Scaling for Mathematical Reasoning (tutorial)
12:20pm - 1:20 pm Lunch
1:20-2:50 pm NVIDIA: Generative AI for spatiotemporal physics (workshop)
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Building, training and fine-tuning Generative models for Physics
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GenAl model for high-resolution regionalization of global weather models
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Decomposable multiscale Neural Operators for automotive applications
3:10-4:40 pm NVIDIA: Training and adapting reasoning models for science (tutorial)
4:40-5:30 pm Office hours / Open discussion with experts
Program
8:30 am - 9:00 am | Karthik Duraisamy (U Michigan) | Opening remarks: Vision for AI-augmented Discovery Engines & Critical Questions for the Conference |
9:00 am - 9:30 am | Rick Stevens (Argonne) | AI for Science, Energy & National Security |
9:30 am - 10:15 am | Bill Dally (NVIDIA) | Keynote: AI for Science: An NVIDIA Perspective |
10:15 am - 10:30 am | Coffee break | Assembly Hall |
10:30 am - 11:15 am | Markus Buehler (MIT) | AI That Can Think, Reason and Discover |
11:15 am - 12:15 pm | Panel discussion | National Ecosystem on AI for Science, Energy & Security
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12:15 pm - 1:45 pm | Lunch break | Poster presentation Lunch at Ingalls Mall |
1:45 pm - 3:45 pm | Session | Science of Foundation Models & Agents
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3:45 pm - 4:00 pm | Coffee break | Assebmly Hall |
4:00 pm - 5:00 pm | Panel discussion | Capabilities & Gaps in Foundational Methods & Algorithms; Directions for Future Research
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9:00 am - 9:45 am: Talk | Sean Welleck (CMU): Mathematical Reasoning with LLMs |
9:45 am - 10:30 am: Talk | Venkat Viswanathan (U Michigan): Building and using Extreme-scale Molecular Foundation Models |
10:30 am - 10:50 am: | Coffee break (Assembly Hall) |
10:50 am - 12:20 pm: Tutorial | Sean Welleck (CMU): Test-Time Scaling for Mathematical Reasoning |
12:20 pm - 1:20 pm: | Lunch break. Lunch will be at your discretion. |
1:20 pm - 2:50 pm: Tutorial | Carmelo Gonzales and Kristopher Keipert, (NVIDIA): Training and adapting reasoning models for science |
3:10 pm - 4:40 pm: Workshop | Kaustubh Tangsali (NVIDIA): AI for spatiotemporal physics |
4:40 pm - 5:30 pm: | Office hours / Open discussion with experts |