Journal article

### A new algorithm for identifying the flavour of B0s mesons at LHCb

Abstract:

A new algorithm for the determination of the initial flavour of $B_s^0$ mesons is presented. The algorithm is based on two neural networks and exploits the $b$ hadron production mechanism at a hadron collider. The first network is trained to select charged kaons produced in association with the $B_s^0$ meson. The second network combines the kaon charges to assign the $B_s^0$ flavour and estimates the probability of a wrong assignment. The algorithm is calibrated using data corresponding to an...

Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

### Access Document

Files:
• (pdf, 677.5kb)
Publisher copy:
10.1088/1748-0221/11/05/P05010

### Authors

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Department:
Oxford, MPLS, Physics, Particle Physics
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Department:
Oxford, MPLS, Physics, Particle Physics
More by this author
Department:
Oxford, MPLS, Physics, Particle Physics
More by this author
Department:
Oxford, MPLS, Physics, Particle Physics
More by this author
Department:
Oxford, MPLS, Physics, Particle Physics
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior More from this funder
Brazilian National Council for Scientific and Technological Development More from this funder
Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro More from this funder
Brazilian Funding Authority for Studies and Projects More from this funder
Publisher:
Institute of Physics Publisher's website
Journal:
Journal of Instrumentation Journal website
Volume:
11
Issue:
05
Pages:
P05010
Publication date:
2016-05-05
Acceptance date:
2016-04-14
DOI:
ISSN:
1748-0221
Pubs id:
pubs:606599
URN:
uri:7f0f4b9c-7e3d-4ec6-a7c3-e3595db31e7f
UUID:
uuid:7f0f4b9c-7e3d-4ec6-a7c3-e3595db31e7f
Local pid:
pubs:606599
Keywords: