313 citations · 1.8k across the 43 of their papers we have counts for
44 papers
Leveraging Reinforcement Learning, Genetic Algorithms and Transformers for background determination in particle physics
Guillermo Hijano Mendizabal, Davide Lancierini, Alex Marshall +8
Experimental studies of beauty hadron decays face significant challenges due to a wide range of backgrounds arising from the numerous possible decay channels with similar final sta…
GNN for Deep Full Event Interpretation and hierarchical reconstruction of heavy-hadron decays in proton-proton collisions
Julián García Pardiñas, Marta Calvi, Jonas Eschle +4
The LHCb experiment at the Large Hadron Collider (LHC) is designed to perform high-precision measurements of heavy-hadron decays, which requires the collection of large data sample…
zfit: scalable pythonic fitting
Jonas Eschle, Albert Puig Navarro, Rafael Silva Coutinho +1
Statistical modeling is a key element in many scientific fields and especially in High-Energy Physics (HEP) analysis. The standard framework to perform this task in HEP is the C++…
Observation of two resonances in the systems and precise measurement of and properties
LHCb collaboration, R. Aaij, C. Abellán Beteta +837
The first observation of two structures consistent with resonances in the final states and is reported using samples of collision data collected by the…
Study of production in Pb collisions at TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +840
The production of mesons () in Pb and Pb collisions at a centre-of-mass energy per nucleon pair TeV is measured by the LHCb experiment,…
Prospects for disentangling long- and short-distance effects in the decays
Marcin Chrzaszcz, Andrea Mauri, Nicola Serra +2
Theory uncertainties on non-local hadronic effects limit the New Physics discovery potential of the rare decays . We investigate prospects to disentangle New Physic…