Conveners
AI Applications I
- Meifeng Lin (Brookhaven National Laboratory)
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...
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....
