3 papers
hep-ex2020
First branching fraction measurement of the suppressed decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +963
The baryon is unstable and usually decays into charmless final states by the transition. It can, however, also disintegrate into a meson and a…
physics.ins-det2020
ML-assisted versatile approach to Calorimeter R&D
Alexey Boldyrev, Denis Derkach, Fedor Ratnikov +1
Advanced detector R&D for both new and ongoing experiments in HEP requires performing computationally intensive and detailed simulations as part of the detector-design optimisation…
physics.ins-det2020
Using machine learning to speed up new and upgrade detector studies: a calorimeter case
F. Ratnikov, D. Derkach, A. Boldyrev +3
In this paper, we discuss the way advanced machine learning techniques allow physicists to perform in-depth studies of the realistic operating modes of the detectors during the sta…