29 November 2021 to 3 December 2021
Virtual and IBS Science Culture Center, Daejeon, South Korea
Asia/Seoul timezone

Track reconstruction with quantum computers at LUXE

contribution ID 580
30 Nov 2021, 18:40
20m
Auditorium (Virtual and IBS Science Culture Center, Daejeon, South Korea)

Auditorium

Virtual and IBS Science Culture Center, Daejeon, South Korea

55 EXPO-ro Yuseong-gu Daejeon, South Korea email: library@ibs.re.kr +82 42 878 8299
Oral Track 2: Data Analysis - Algorithms and Tools Track 2: Data Analysis - Algorithms and Tools

Speaker

Yee Chinn Yap (Deutsches Elektronen-Synchrotron (DE))

Description

The LUXE experiment (LASER Und XFEL Experiment) is a new experiment in planning at DESY Hamburg that will study Quantum Electrodynamics (QED) at the strong-field frontier. In this regime, QED is non-perturbative. This manifests itself in the creation of physical electron-positron pairs from the QED vacuum. 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 (up to O($10^4$)) traversing the sensitive detector layers results in an extremely challenging combinatorial problem which can become computationally very hard for classical computers. After an overview of the LUXE experimental setup and simulation, this talk will present a preliminary study to explore the potential of quantum computers to solve this problem and to reconstruct the positron trajectories from the detector energy deposits. The reconstruction problem is formulated in terms of a quadratic unconstrained binary optimisation. Finally the results from the quantum simulations are discussed and compared with traditional classical track reconstruction algorithms.

Speaker time zone Compatible with Europe

Primary authors

Annabel Kropf (DESY) Beate Heinemann (DESY and University of Freiburg (Germany)) David Spataro Federico Meloni (Deutsches Elektronen-Synchrotron (DE)) Karl Jansen (DESY) Lena Funcke (Perimeter Institute) Stefan Kuehn (Deutsches Elektronen-Synchrotron DESY) Tobias Hartung Yee Chinn Yap (Deutsches Elektronen-Synchrotron (DE))

Presentation materials