03691nam 22007693 450 991047345850332120231110225614.03-030-65771-X(CKB)4100000011781569(MiAaPQ)EBC6509884(Au-PeEL)EBL6509884(OCoLC)1240210729(oapen)https://directory.doabooks.org/handle/20.500.12854/64081(PPN)253859204(EXLCZ)99410000001178156920210901d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierPattern Recognition, Tracking and Vertex Reconstruction in Particle DetectorsSpringer Nature2021Cham :Springer International Publishing AG,2021.©2021.1 online resource (208 pages)Particle Acceleration and Detection 3-030-65770-1 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.Particle Acceleration and Detection Particle & high-energy physicsbicsscMensuration & systems of measurementbicsscPattern recognitionbicsscMathematical physicsbicsscParticle Acceleration and Detection, Beam PhysicsMeasurement Science and InstrumentationPattern RecognitionNumerical and Computational Physics, SimulationAccelerator PhysicsAutomated Pattern RecognitionTheoretical, Mathematical and Computational PhysicsEvent reconstructionTracking detectors in High Energy PhysicsVertex reconstructionClustering algorithmsExperimental High-Energy PhysicsLHCCalolimator for pattern recognitionVertex of particle collisionTriggering event and data analysisOpen accessParticle & high-energy physicsScientific standards, measurement etcMathematical physicsParticle & high-energy physicsMensuration & systems of measurementPattern recognitionMathematical physicsühwirth Rudolf1023233Strandlie Are1023234MiAaPQMiAaPQMiAaPQBOOK9910473458503321Pattern Recognition, Tracking and Vertex Reconstruction in Particle Detectors2430795UNINA