Kilean Hwang
(Facility for Rare Isotope Beams)
14/08/2025, 09:00
MC6 - Beam Instrumentation, Controls, AI/ML, and Operational Aspects
Invited Oral Presentation
Experiments with rare isotope beams at FRIB are highly time-constrained, making rapid setup and delivery of high-quality ion beams critical to maximizing scientific output. The Bayesian framework is particularly well-suited for this challenge, offering sample-efficient optimization, principled incorporation of prior knowledge, and uncertainty-aware inference. In particular, Bayesian...
