Machine Learning Based Long Lived Particle Reconstruction Algorithm For Run 2 And Upgrade Lhcb Trigger And A Flexible Software Platform For The Ut Detector Read Out Chip Emulation
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Machine Learning Based Long Lived Particle Reconstruction Algorithm For Run 2 And Upgrade Lhcb Trigger And A Flexible Software Platform For The Ut Detector Read Out Chip Emulation
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Author : Adam Dendek
language : en
Publisher:
Release Date : 2021
Machine Learning Based Long Lived Particle Reconstruction Algorithm For Run 2 And Upgrade Lhcb Trigger And A Flexible Software Platform For The Ut Detector Read Out Chip Emulation written by Adam Dendek and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Development Of Machine Learning Trigger Algorithms And Search For Higgs Boson Pair Production
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Author : Jona Motta
language : en
Publisher: Springer
Release Date : 2025-07-27
Development Of Machine Learning Trigger Algorithms And Search For Higgs Boson Pair Production written by Jona Motta and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-27 with Science categories.
This book reports the successful optimization of the Compact Mupn Solenoid (CMS) tau trigger algorithm for the Run-3 (Phase-1) of the Large Hadron Collider (LHC) and a completely new and original design of a machine learning based tau triggering algorithm for the High Luminosity LHC (or Phase-2). A large proportion of searches at collider experiments relies on datasets collected with a dedicated tau lepton selection algorithm, particularly difficult to operate in intense hadronic environments, making the work descirbed in this book of prime importance. The second part of the book describes a major and very challenging data analysis, aiming to detect Higgs boson pair production. The book summarizes these contributions in clear, pedagogical prose while keeping an adequate and coherent balance between the technical and data analysis aspects. Machine learning techniques were used extensively throughout this research; therefore, special care has been taken to describe their core principles and application in high-energy physics, as well as potential future developments for sophisticated low-latency trigger algorithms and modern signal extraction methods.
Pattern Recognition Tracking And Vertex Reconstruction In Particle Detectors
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Author : Rudolf Frühwirth
language : en
Publisher: Springer Nature
Release Date : 2021-02-26
Pattern Recognition Tracking And Vertex Reconstruction In Particle Detectors written by Rudolf Frühwirth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-26 with Science categories.
This open access book is a comprehensive review of the methods and algorithms that are used in the reconstruction of events recorded by past, running and planned experiments at particle accelerators such as the LHC, SuperKEKB and FAIR. The main topics are pattern recognition for track and vertex finding, solving the equations of motion by analytical or numerical methods, treatment of material effects such as multiple Coulomb scattering and energy loss, and the estimation of track and vertex parameters by statistical algorithms. The material covers both established methods and recent developments in these fields and illustrates them by outlining exemplary solutions developed by selected experiments. The clear presentation enables readers to easily implement the material in a high-level programming language. It also highlights software solutions that are in the public domain whenever possible. It is a valuable resource for PhD students and researchers working on online or offline reconstruction for their experiments.
Track Reconstruction Development And Commissioning For Lhcb S Run 3 Real Time Analysis Trigger
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Author : Paul André Günther
language : en
Publisher:
Release Date : 2023*
Track Reconstruction Development And Commissioning For Lhcb S Run 3 Real Time Analysis Trigger written by Paul André Günther and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023* with categories.
Standalone Track Reconstruction On Gpus In The First Stage Of The Upgraded Lhcb Trigger System Preparations For Measurements With Strange Hadrons In Run 3
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Author : Lukas Calefice
language : en
Publisher:
Release Date : 2022
Standalone Track Reconstruction On Gpus In The First Stage Of The Upgraded Lhcb Trigger System Preparations For Measurements With Strange Hadrons In Run 3 written by Lukas Calefice and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
Triggering New Discoveries Development Of Advanced Htl1 Algorithms For Detection Of Long Lived Particles At Lhcb
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Author : Brij Kishor Jashal
language : en
Publisher:
Release Date : 2023
Triggering New Discoveries Development Of Advanced Htl1 Algorithms For Detection Of Long Lived Particles At Lhcb written by Brij Kishor Jashal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
Long Lived Particles Anomaly Detection Ai Algorithms For The Atlas Muon High Level Trigger At Hl Lhc
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Author : Nicola Stocchetti
language : en
Publisher:
Release Date : 2023
Long Lived Particles Anomaly Detection Ai Algorithms For The Atlas Muon High Level Trigger At Hl Lhc written by Nicola Stocchetti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
Application Of Machine Learning Methods For The Analysis Of The Calibration Of The Lhcb Velo Detector Studies Of Irradiated Silicon Pixel Sensors And Reconstruction Of The Neutrino Interaction In Lartpc Detector
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Author : Maciej Witold Majewski
language : en
Publisher:
Release Date : 2022
Application Of Machine Learning Methods For The Analysis Of The Calibration Of The Lhcb Velo Detector Studies Of Irradiated Silicon Pixel Sensors And Reconstruction Of The Neutrino Interaction In Lartpc Detector written by Maciej Witold Majewski and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.