2 papers
cs.LG2026
Unlocking Latent Dimensions: Exploring Representations of Large-Scale X-ray Scattering Data using Variational Autoencoders
Monika Choudhary, Xiaoya Chong, Runbo Jiang +25
Scientific user facilities generate X-ray scattering data faster than traditional workflows can process them. We address this challenge across two settings, offline dataset explora…
physics.ins-det2026
Lightfall: An API-first, LLM-addressable control platform for synchrotron beamlines
Ronald J. Pandolfi, Damian Guenzing, Marcus M. Noack +2
Synchrotron beamlines differ in hardware, technique, and workflow, making customized control interfaces necessary; bespoke per-beamline graphical user interfaces (GUIs) do not scal…