53 citations · 129 across the 11 of their papers we have counts for
3 papers · 1 filter
Towards replacing detector simulation with heterogeneous GNNs in flavour physics analyses
Guillermo Hijano, Davide Lancierini, Alexander Mclean Marshall +8
Driven by the increasing volume of recorded data, the demand for simulation from experiments based at the Large Hadron Collider will rise sharply in the coming years. Addressing th…
The DL Advocate: Playing the devil's advocate with hidden systematic uncertainties
Andrei Golutvin, Aleksandr Iniukhin, Andrea Mauri +3
We propose a new method based on machine learning to \emph{play the devil's advocate} and investigate the impact of unknown systematic effects in a quantitative way. This method pr…
Study of the and states in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +956
The decays are studied using a data set corresponding to an integrated luminosity of 9fb collected with the LHCb detector in proton-proton co…