000581003 001__ 581003
000581003 005__ 20240121022111.0
000581003 0247_ $$2INSPIRETeX$$aCrippa:2023ieq
000581003 0247_ $$2inspire$$ainspire:2648824
000581003 0247_ $$2arXiv$$aarXiv:2304.01690
000581003 0247_ $$2datacite_doi$$a10.3204/PUBDB-2023-01517
000581003 037__ $$aPUBDB-2023-01517
000581003 041__ $$aEnglish
000581003 088__ $$2DESY$$aDESY-23-045
000581003 088__ $$2arXiv$$aarXiv:2304.01690
000581003 088__ $$2Other$$aMIT-CTP/5481
000581003 1001_ $$0P:(DE-H253)PIP1097418$$aCrippa, Arianna$$b0$$udesy
000581003 245__ $$aQuantum algorithms for charged particle track reconstruction in the LUXE experiment
000581003 260__ $$c2023
000581003 3367_ $$0PUB:(DE-HGF)25$$2PUB:(DE-HGF)$$aPreprint$$bpreprint$$mpreprint$$s1689334377_4161198
000581003 3367_ $$2ORCID$$aWORKING_PAPER
000581003 3367_ $$028$$2EndNote$$aElectronic Article
000581003 3367_ $$2DRIVER$$apreprint
000581003 3367_ $$2BibTeX$$aARTICLE
000581003 3367_ $$2DataCite$$aOutput Types/Working Paper
000581003 500__ $$a15 pages, 12 figures
000581003 520__ $$aThe LUXE experiment is a new experiment in planning in Hamburg, which will study Quantum Electrodynamics at the strong-field frontier. LUXE intends to measure the positron production rate in this unprecedented regime by using, among others, a silicon tracking detector. The large number of expected positrons traversing the sensitive detector layers results in an extremely challenging combinatorial problem, which can become computationally expensive for classical computers. This paper investigates the potential future use of gate-based quantum computers for pattern recognition in track reconstruction. Approaches based on a quadratic unconstrained binary optimisation and a quantum graph neural network are investigated in classical simulations of quantum devices and compared with a classical track reconstruction algorithm. In addition, a proof-of-principle study is performed using quantum hardware.
000581003 536__ $$0G:(DE-HGF)POF4-611$$a611 - Fundamental Particles and Forces (POF4-611)$$cPOF4-611$$fPOF IV$$x0
000581003 588__ $$aDataset connected to INSPIRE
000581003 650_7 $$2INSPIRE$$ahardware, quantum
000581003 650_7 $$2INSPIRE$$apositron, production
000581003 650_7 $$2INSPIRE$$acomputer, quantum
000581003 650_7 $$2INSPIRE$$atrack data analysis
000581003 650_7 $$2INSPIRE$$astrong field
000581003 650_7 $$2INSPIRE$$aquantum electrodynamics
000581003 650_7 $$2INSPIRE$$acharged particle
000581003 650_7 $$2INSPIRE$$abinary
000581003 650_7 $$2INSPIRE$$aquantum algorithm
000581003 650_7 $$2INSPIRE$$asilicon
000581003 650_7 $$2INSPIRE$$atracking detector
000581003 650_7 $$2INSPIRE$$aoptimization
000581003 650_7 $$2INSPIRE$$aquantum device
000581003 650_7 $$2INSPIRE$$aneural network
000581003 693__ $$0EXP:(DE-H253)LUXE-20220501$$5EXP:(DE-H253)LUXE-20220501$$eLaser Und XFEL Experiment$$x0
000581003 7001_ $$aFuncke, Lena$$b1
000581003 7001_ $$aHartung, Tobias$$b2
000581003 7001_ $$0P:(DE-H253)PIP1030369$$aHeinemann, Beate$$b3$$udesy
000581003 7001_ $$0P:(DE-H253)PIP1003636$$aJansen, Karl$$b4$$udesy
000581003 7001_ $$aKropf, Annabel$$b5
000581003 7001_ $$0P:(DE-H253)PIP1086314$$aKühn, Stefan$$b6$$udesy
000581003 7001_ $$0P:(DE-H253)PIP1083387$$aMeloni, Federico$$b7$$eCorresponding author$$udesy
000581003 7001_ $$aSpataro, David$$b8
000581003 7001_ $$0P:(DE-H253)PIP1096564$$aTüysüz, Cenk$$b9$$udesy
000581003 7001_ $$aYap, Yee Chinn$$b10
000581003 8564_ $$uhttps://bib-pubdb1.desy.de/record/581003/files/HTML-Approval_of_scientific_publication.html
000581003 8564_ $$uhttps://bib-pubdb1.desy.de/record/581003/files/PDF-Approval_of_scientific_publication.pdf
000581003 8564_ $$uhttps://bib-pubdb1.desy.de/record/581003/files/2304.01690v1.pdf$$yOpenAccess
000581003 8564_ $$uhttps://bib-pubdb1.desy.de/record/581003/files/2304.01690v1.pdf?subformat=pdfa$$xpdfa$$yOpenAccess
000581003 909CO $$ooai:bib-pubdb1.desy.de:581003$$pdnbdelivery$$pdriver$$pVDB$$popen_access$$popenaire
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1097418$$aDeutsches Elektronen-Synchrotron$$b0$$kDESY
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1030369$$aDeutsches Elektronen-Synchrotron$$b3$$kDESY
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1003636$$aDeutsches Elektronen-Synchrotron$$b4$$kDESY
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1086314$$aDeutsches Elektronen-Synchrotron$$b6$$kDESY
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1083387$$aDeutsches Elektronen-Synchrotron$$b7$$kDESY
000581003 9101_ $$0I:(DE-588b)2008985-5$$6P:(DE-H253)PIP1096564$$aDeutsches Elektronen-Synchrotron$$b9$$kDESY
000581003 9101_ $$0I:(DE-HGF)0$$6P:(DE-H253)PIP1096564$$aExternal Institute$$b9$$kExtern
000581003 9131_ $$0G:(DE-HGF)POF4-611$$1G:(DE-HGF)POF4-610$$2G:(DE-HGF)POF4-600$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bForschungsbereich Materie$$lMatter and the Universe$$vFundamental Particles and Forces$$x0
000581003 9141_ $$y2023
000581003 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess
000581003 915__ $$0LIC:(DE-HGF)CCBY4$$2HGFVOC$$aCreative Commons Attribution CC BY 4.0
000581003 915__ $$0StatID:(DE-HGF)0580$$2StatID$$aPublished
000581003 9201_ $$0I:(DE-H253)FTX-20210408$$kFTX$$lTechnol. zukünft. Teilchenph. Experim.$$x0
000581003 9201_ $$0I:(DE-H253)CQTA-20221102$$kCQTA$$lCentre f. Quantum Techno. a. Application$$x1
000581003 980__ $$apreprint
000581003 980__ $$aVDB
000581003 980__ $$aUNRESTRICTED
000581003 980__ $$aI:(DE-H253)FTX-20210408
000581003 980__ $$aI:(DE-H253)CQTA-20221102
000581003 9801_ $$aFullTexts