Advances in Jet Substructure at the LHC

Advances in Jet Substructure at the LHC
Author :
Publisher : Springer Nature
Total Pages : 287
Release :
ISBN-10 : 9783030728588
ISBN-13 : 3030728587
Rating : 4/5 (587 Downloads)

Book Synopsis Advances in Jet Substructure at the LHC by : Roman Kogler

Download or read book Advances in Jet Substructure at the LHC written by Roman Kogler and published by Springer Nature. This book was released on 2021-05-10 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the reader to the field of jet substructure, starting from the basic considerations for capturing decays of boosted particles in individual jets, to explaining state-of-the-art techniques. Jet substructure methods have become ubiquitous in data analyses at the LHC, with diverse applications stemming from the abundance of jets in proton-proton collisions, the presence of pileup and multiple interactions, and the need to reconstruct and identify decays of highly-Lorentz boosted particles. The last decade has seen a vast increase in our knowledge of all aspects of the field, with a proliferation of new jet substructure algorithms, calculations and measurements which are presented in this book. Recent developments and algorithms are described and put into the larger experimental context. Their usefulness and application are shown in many demonstrative examples and the phenomenological and experimental effects influencing their performance are discussed. A comprehensive overview is given of measurements and searches for new phenomena performed by the ATLAS and CMS Collaborations. This book shows the impressive versatility of jet substructure methods at the LHC.


Advances in Jet Substructure at the LHC Related Books

Advances in Jet Substructure at the LHC
Language: en
Pages: 287
Authors: Roman Kogler
Categories: Science
Type: BOOK - Published: 2021-05-10 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book introduces the reader to the field of jet substructure, starting from the basic considerations for capturing decays of boosted particles in individual
Looking Inside Jets
Language: en
Pages: 205
Authors: Simone Marzani
Categories: Science
Type: BOOK - Published: 2019-05-11 - Publisher: Springer

DOWNLOAD EBOOK

This concise primer reviews the latest developments in the field of jets. Jets are collinear sprays of hadrons produced in very high-energy collisions, e.g. at
Novel ideas for accelerators, particle detection and data challenges at future colliders
Language: en
Pages: 237
Authors: Alessandro Tricoli
Categories: Science
Type: BOOK - Published: 2023-07-21 - Publisher: Frontiers Media SA

DOWNLOAD EBOOK

Probing Nucleons And Nuclei In High Energy Collisions - Proceedings Of The Int Program Int-18-3
Language: en
Pages: 344
Authors: Alexei Prokudin
Categories: Science
Type: BOOK - Published: 2020-05-29 - Publisher: World Scientific

DOWNLOAD EBOOK

This book contains proceedings of the 7-week INT program dedicated to the physics of the Electron-Ion Collider (EIC), the world's first polarized electron-nucle
Artificial Intelligence For High Energy Physics
Language: en
Pages: 829
Authors: Paolo Calafiura
Categories: Science
Type: BOOK - Published: 2022-01-05 - Publisher: World Scientific

DOWNLOAD EBOOK

The Higgs boson discovery at the Large Hadron Collider in 2012 relied on boosted decision trees. Since then, high energy physics (HEP) has applied modern machin