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Implementation of ACTS into sPHENIX Track Reconstruction

J. D. Osborn, A. D. Frawley, Jin Huang, Sookhyun Lee, Hugo Pereira da Costa, Michael Peters, C. Pinkenburg, C. Roland, H. Yu

2021Computing and Software for Big Science21 citationsDOIOpen Access PDF

Abstract

Abstract sPHENIX is a high energy nuclear physics experiment under construction at the Relativistic Heavy Ion Collider at Brookhaven National Laboratory (BNL). The primary physics goals of sPHENIX are to study the quark-gluon-plasma, as well as the partonic structure of protons and nuclei, by measuring jets, their substructure, and heavy flavor hadrons in $$p$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>p</mml:mi> </mml:math> $$+$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mo>+</mml:mo> </mml:math> $$p$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>p</mml:mi> </mml:math> , p + Au, and Au + Au collisions. sPHENIX will collect approximately 300 PB of data over three run periods, to be analyzed using available computing resources at BNL; thus, performing track reconstruction in a timely manner is a challenge due to the high occupancy of heavy ion collision events. The sPHENIX experiment has recently implemented the A Common Tracking Software (ACTS) track reconstruction toolkit with the goal of reconstructing tracks with high efficiency and within a computational budget of 5 s per minimum bias event. This paper reports the performance status of ACTS as the default track fitting tool within sPHENIX, including discussion of the first implementation of a time projection chamber geometry within ACTS.

Topics & Concepts

Track (disk drive)PhysicsRelativistic Heavy Ion ColliderNuclear physicsSubstructureEvent reconstructionEvent (particle physics)Tracking (education)Quark–gluon plasmaTime projection chamberCollisionAerospace engineeringParticle physicsColliderNational laboratoryHadronHeavy ionComputer scienceDetectorIonEngineeringOperating systemEngineering physicsOpticsProgramming languageStructural engineeringPsychologyElectronQuantum mechanicsPedagogyParticle physics theoretical and experimental studiesHigh-Energy Particle Collisions ResearchParticle Detector Development and Performance
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