Abstract

The LHCb experiment at the Large Hadron Collider (LHC) at CERN has successfully performed a large number of physics measurements during Runs 1 and 2 of the LHC. Monte Carlo simulation is the key to the interpretation of these and future measurements. The LHCb experiment is currently undergoing a major detector upgrade for Run 3 of the LHC to process events with five times higher luminosity. New simulation software technologies have to be introduced to produce simulated data samples of sufficient size within the computing resources allocated for the next few years. Therefore, the LHCb collaboration is currently preparing an upgraded version of its Gauss simulation framework. The new version provides the LHCb specific functionality while its generic simulation infrastructure has been encapsulated in an experiment independent framework, Gaussino. The latter combines the Gaudi core software framework and the Geant4 simulation toolkit and fully exploits their multi-threading capabilities. A prototype of a fast simulation interface to the simulation toolkit is being developed as the latest addition to Gaussino to provide an extensive palette of fast simulation models, including new deep learning-based options.

Highlights

  • The LHCb detector is a single-arm spectrometer with a forward angular coverage, designed for the study of particles containing b or c quarks

  • The LHCb experiment at the Large Hadron Collider (LHC) at CERN has successfully performed a large number of physics measurements during Runs 1 and 2 of the LHC

  • Lamarr [16] is an in-house, ultra-fast parametrization framework that extends up to the reconstruction level and provides high-level reconstruction objects in the output. When it comes to the calorimeters, a fast simulation model of Electromagnetic CALorimeter (ECAL) based on a point library [21] is currently being implemented

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Summary

INTRODUCTION

The LHCb detector is a single-arm spectrometer with a forward angular coverage, designed for the study of particles containing b or c quarks. It is located at the Large Hadron Collider (LHC) at the European Organization for Nuclear Research (CERN).

LHCB DETECTOR
SIMULATION SOFTWARE AT LHCB
LHCb Software Changes for Run 3
Gauss-on-Gaussino
FAST SIMULATION INTERFACE IN GAUSS-ON-GAUSSINO
Implementation of the Interface
Fast Simulation Training Datasets
CONCLUSIONS
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