New York Scientific Data Summit 2025: Powering the Future of Science with Artificial Intelligence

Session

AI Applications I

Sep 11, 2025, 9:00 AM

Global Classroom (Lower Level) (SUNY Global Center New York, NY 10022 USA)

Conveners

AI Applications I

• Meifeng Lin (Brookhaven National Laboratory)

1. Welcome Remarks

John Hill (Brookhaven National Laboratory)

9/11/25, 9:00 AM

4. The Future of Autonomous Physical Science

Kevin Yager (Brookhaven National Laboratory)

9/11/25, 9:10 AM

This talk will discuss the present and future of AI/ML accelerated material discovery, with particular focus on use of x-ray probes of polymeric materials. Autonomous experimentation (AE) based on Bayesian optimization was used to automate x-ray scattering experiments. Several examples of successful autonomous experiments in polymer science will be presented, including the use of AE to...

3. Accelerating the Development of Fusion with AI and HPC

Shantenu Jha (Princeton Plasma Physics Laboratory)

9/11/25, 9:30 AM

Fusion energy promises a clean, virtually limitless power source, but achieving it requires overcoming formidable challenges, including sustaining extreme temperatures and controlling plasma. Computational studies of these problems exceed current High-Performance Computing (HPC) capabilities. Integrating Artificial Intelligence (AI) with HPC offers a scalable pathway to address these barriers....

5. AI for Biomedical Research

Anuj Kapadia (Oak Ridge National Laboratory)

9/11/25, 9:50 AM

8. ML/AI Opportunities in the Lifecycle of Aircraft Engines

Genghis Khan (GE Aerospace)

9/11/25, 10:10 AM

This talk will present the exciting developments associated with the aircraft engine life cycle from design to fleet management specifically highlighting the roles ML/AI play in next generation future of flight.