In this case study, we attempt to reproduce results from a physics analysis described here. The goal is to evaluate how successful we can reproduce the analysis and to identify the challenges while doing so.
This study was done on decays of:
These decays are very rare, which makes their observation extremely challenging. The LHC produces a lot of charm particles (D), but it also produces a much greater number of other particles which can be mistaken for the signal. It is necessary to develop an effective strategy to identify the signal events in the large data sample. The event selection strategy is implemented in three stages: the trigger selection, stripping selection and the multivariate analysis.
In the analysis note, you can lean more about the theoretical background and motivation to study this decay.
We use the full Run 1 dataset collected in proton-proton collisions. The data was collected in 2011 and 2012 at the centre-of-mass energy of 7 TeV and 8 TeV respectively.
Bookkeeping paths:
LHCb Collision 11 Beam3500GeV-VeloClosed-MagDownRealData Reco14 Stripping21r1 90000000 CHARMMDSTLHCb Collision 12 Beam4000GeV-VeloClosed-MagDownRealData Reco14 Stripping21 90000000 CHARMMDST
To reproduce this case study, start off my setting up the computing environment from CVMFS with:
source /cvmfs/lhcb.cern.ch/lib/LbLogin.sh
The LHCb software (ROOT is included) will be necessary for each step of the analysis.
Datasets should be located in the folders: data and monte_carlo. The data may be available on request.
Ana Trisovic, Alison Tully, Jordi Garra Tico