Graph Clustering: a graph-based clustering algorithm for the electromagnetic calorimeter in LHCb

NV Canudas, MC Gómez, X Vilasís-Cardona… - The European Physical …, 2023 - Springer
The recent upgrade of the LHCb experiment pushes data processing rates up to 40 Tbit/s.
Out of the whole reconstruction sequence, one of the most time consuming algorithms is the …

Use of deep learning to improve the computational complexity of reconstruction algorithms in high energy physics

N Valls Canudas, M Calvo Gómez… - Applied Sciences, 2021 - mdpi.com
The optimization of reconstruction algorithms has become a key aspect in the field of
experimental particle physics. Since technology has allowed gradually increasing the …

Reconstruction of the LHCb Calorimeter using Machine Learning: lessons learned

N Valls Canudas, X Vilasís-Cardona… - Artificial Intelligence …, 2023 - ebooks.iospress.nl
In particle physics experiments, calorimeters are in charge of measuring the energy of
incoming particles. In order to correctly estimate and evaluate the energy and other …

Time and energy resolution with SPACAL type modules made of high-light-yield Ce-doped inorganic scintillation materials: Spillover and background noise effects

G Dosovitskiy, A Golutivin, I Guz, R Jacobsson… - Nuclear Instruments and …, 2021 - Elsevier
Performance parameters of a composite detection module of Spaghetti type Calorimeter
(SPACAL), which is considered for the inner part of the future LHCb Electromagnetic …

Optimization of high-throughput real-time processes in physics reconstruction

DHC Pérez - 2019 - cris.maastrichtuniversity.nl
The current thesis has been developed in collaboration between Universidad de Sevilla and
the European Organization for Nuclear Research, CERN. The LHCb detector is one of four …

Study of hadronic meson decays with the LHCb spectrometer (at LHC) and an investigation of detector requirements for the Future Circular Collider (FCC- )

T Miralles - 2024 - cds.cern.ch
The thesis consists of two studies examining the decay of neutral $ B $ mesons to test the
Standard Model. The first study investigates charmless three-body hadronic decays of …

Search for lepton flavour violating τ^+→ µ^+ µ^− µ^+ decay at LHCb and study on MCP-PMT detector for future LHCb Upgrade

S Capelli - 2023 - boa.unimib.it
The physics analysis has been the primary focus of my research activity during the PhD.
Within the CERN LHCb collaboration, I've performed an analysis of data collected during the …

Light Hadron Production measurement with LHCb fixed-target data and LHCb RICH system commissioning for Run3

E Franzoso - 2023 - sfera.unife.it
L'esperimento LHCb situato presso il CERN è uno dei principali esperimenti presso
l'acceleratore LHC. Un'eccellente Identificazione delle Particelle (PID) è uno dei requisiti …

Search for lepton flavour violating decay at LHCb and study on MCP-PMT detector for future LHCb Upgrade

S Capelli - cds.cern.ch
The physics analysis has been the primary focus of my research activity during the PhD.
Within the CERN LHCb collaboration, I've performed an analysis of data collected during the …

[CITATION][C] Optimization of high-throughput real-time processes in physics reconstruction