3 papers
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…
cs.DC2025
Noise-Aware Optimization in Nominally Identical Manufacturing and Measuring Systems for High-Throughput Parallel Workflows
Christina Schenk, Miguel Hernández-del-Valle, Luis Calero-Lumbreras +2
Device-to-device variability in experimental noise critically impacts reproducibility, especially in automated, high-throughput systems like additive manufacturing farms. While man…
cs.LG2024
Polyatomic Complexes: A topologically-informed learning representation for atomistic systems
Rahul Khorana, Marcus Noack, Jin Qian
A representation of a molecule or material should be invariant to the symmetries of physics, unique, continuous, efficient and general. These properties, however, are hard to satis…