HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA
Explore HPC and AI-enabled real-time coherent X-ray diffraction imaging in this conference talk from the IPAM Diffractive Imaging with Phase Retrieval Workshop. Delve into the revolutionary capabilities of next-generation light sources like the Advanced Photon Source Upgrade (APSU) for materials characterization. Discover how AI/ML methods are becoming essential for real-time analysis, data abstraction, and decision-making at advanced synchrotron light sources. Learn about the use of high-performance computing and AI on edge devices to enable real-time analysis of streaming data from x-ray imaging instruments. Gain insights into the challenges posed by increased data complexity and volume, and understand how AI-driven solutions are transforming experimental science in fields such as 3D Bragg Coherent Diffraction Imaging and AI-guided phasing.