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PROGRAM

Rackham Building 4th floor, 915 E Washington St,  Ann Arbor, MI
May 28-30, 2025

The SciFM25 Conference program features a stellar lineup of speakers, engaging panel discussions, and workshops aimed at exploring the latest advancements in scientific foundation models in the age of AI.

On the first day, May 28, attendees can participate in a series of workshops and tutorials designed to provide hands-on learning opportunities and facilitate networking.

The following two days, May 29 and 30, will feature keynote addresses, invited talks, and panel discussions with distinguished experts from academia, national labs, policy experts, industry, and venture firms, including Bill Dally, Chief Scientist & SVP, NVIDIA.

      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)

  • Building, training and fine-tuning Generative models for Physics

  • GenAl model for high-resolution regionalization of global weather models

  • 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

9:00 am - 9:45 am
Sean Welleck (CMU)

Mathematical Reasoning with LLMs (talk)

9:45 am - 10:30 am
Venkat Viswanathan (U Michigan)

Building and using Extreme-scale Molecular Foundation Models (talk)

10:30 am - 10:50 am
Coffee break
10:50 am - 12:20 pm
Sean Welleck (CMU)

Test-Time Scaling for Mathematical Reasoning (tutorial)

12:20 pm - 1:20 pm
Lunch break
1:20 pm - 2:50 pm
NVIDIA

Training and adapting reasoning models for science (tutorial)

3:10 pm - 4:40 pm
NVIDIA

Generative AI for spatiotemporal physics (workshop) 

  • Building, training and fine-tuning Generative models for Physics

  • GenAl model for high-resolution regionalization of global weather models

  • Decomposable multiscale Neural Operators for automotive applications

4:40 pm - 5:30 pm

Office hours / Open discussion with experts

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
10:50 am - 12:20 pm: Tutorial
Sean Welleck (CMU): Test-Time Scaling for Mathematical Reasoning
12:20 pm - 1:20 pm:
Lunch break
1:20 pm - 2:50 pm: Tutorial
NVIDIA: Training and adapting reasoning models for science
3:10 pm - 4:40 pm: Workshop - NVIDIA: Generative AI for spatiotemporal physics
Building, training and fine-tuning Generative models for Physics / GenAl model for high-resolution regionalization of global weather models / Decomposable multiscale Neural Operators for automotive applications
4:40 pm - 5:30 pm:
Office hours / Open discussion with experts
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