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A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane

Liquid Argon Time Projection Chamber (LArTPC) technology is commonly utilized in neutrinodetector designs. It enables detailed reconstruction of neutrino events with high spatialprecision and low energy threshold. Its field response (FR) model describes the time-dependentelectric currents induced in...

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Autores principales: Martynenko, S., Pietropaolo, F., Viren, B., Qian, X., Chen, H., Gao, S., Gu, W., Jo, J., Kettell, S., Li, Y., Liu, H., Nayak, N., Yu, B., Yu, H., Zhang, C., Kose, U., Resnati, F., Tufanli, S., Boran, F., Dolek, F.
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1748-0221/18/04/P04033
http://cds.cern.ch/record/2855443
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author Martynenko, S.
Pietropaolo, F.
Viren, B.
Qian, X.
Chen, H.
Gao, S.
Gu, W.
Jo, J.
Kettell, S.
Li, Y.
Liu, H.
Nayak, N.
Yu, B.
Yu, H.
Zhang, C.
Kose, U.
Resnati, F.
Tufanli, S.
Boran, F.
Dolek, F.
author_facet Martynenko, S.
Pietropaolo, F.
Viren, B.
Qian, X.
Chen, H.
Gao, S.
Gu, W.
Jo, J.
Kettell, S.
Li, Y.
Liu, H.
Nayak, N.
Yu, B.
Yu, H.
Zhang, C.
Kose, U.
Resnati, F.
Tufanli, S.
Boran, F.
Dolek, F.
author_sort Martynenko, S.
collection CERN
description Liquid Argon Time Projection Chamber (LArTPC) technology is commonly utilized in neutrinodetector designs. It enables detailed reconstruction of neutrino events with high spatialprecision and low energy threshold. Its field response (FR) model describes the time-dependentelectric currents induced in the anode-plane electrodes when ionization electrons drift nearby. Anaccurate and precise FR is a crucial input to LArTPC detector simulations and chargereconstruction. Established LArTPC designs have been based on parallel wire planes. It allowsaccurate and computationally economic two-dimensional (2D) FR models utilizing the translationalsymmetry along the direction of the wires. Recently, novel LArTPC designs utilize electrodesformed on printed circuit board (PCB) in the shape of strips with through holes. The translationalsymmetry is no longer a good approximation near the electrodes and a new FR calculation thatemploys regions with three dimensions (3D) has been developed. Extending the 2D models to 3D wouldbe computationally expensive. Fortuitously, the nature of strips with through holes allows for acomputationally economic approach based on the finite-difference method (FDM). In this paper, wepresent a new software package pochoir that calculates LArTPC field response for these newstrip-based anode designs. This package combines 3D calculations in the volume near the electrodeswith 2D far-field solutions to achieve fast and precise field response computation. We apply theresulting FR to simulate and reconstruct samples of cosmic-ray muons and $^{39}$Ar decays from aVertical Drift (VD) detector prototype operated at CERN. We find the difference between real andsimulated data within 5%. Current state-of-the-art LArTPC software requires a 2D FR which weprovide by averaging over one dimension and estimate that variations lost in this average aresmaller than 7%.
id cern-2855443
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2023
record_format invenio
spelling cern-28554432023-05-26T02:22:24Zdoi:10.1088/1748-0221/18/04/P04033http://cds.cern.ch/record/2855443engMartynenko, S.Pietropaolo, F.Viren, B.Qian, X.Chen, H.Gao, S.Gu, W.Jo, J.Kettell, S.Li, Y.Liu, H.Nayak, N.Yu, B.Yu, H.Zhang, C.Kose, U.Resnati, F.Tufanli, S.Boran, F.Dolek, F.A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Planehep-exParticle Physics - Experimentphysics.ins-detDetectors and Experimental TechniquesLiquid Argon Time Projection Chamber (LArTPC) technology is commonly utilized in neutrinodetector designs. It enables detailed reconstruction of neutrino events with high spatialprecision and low energy threshold. Its field response (FR) model describes the time-dependentelectric currents induced in the anode-plane electrodes when ionization electrons drift nearby. Anaccurate and precise FR is a crucial input to LArTPC detector simulations and chargereconstruction. Established LArTPC designs have been based on parallel wire planes. It allowsaccurate and computationally economic two-dimensional (2D) FR models utilizing the translationalsymmetry along the direction of the wires. Recently, novel LArTPC designs utilize electrodesformed on printed circuit board (PCB) in the shape of strips with through holes. The translationalsymmetry is no longer a good approximation near the electrodes and a new FR calculation thatemploys regions with three dimensions (3D) has been developed. Extending the 2D models to 3D wouldbe computationally expensive. Fortuitously, the nature of strips with through holes allows for acomputationally economic approach based on the finite-difference method (FDM). In this paper, wepresent a new software package pochoir that calculates LArTPC field response for these newstrip-based anode designs. This package combines 3D calculations in the volume near the electrodeswith 2D far-field solutions to achieve fast and precise field response computation. We apply theresulting FR to simulate and reconstruct samples of cosmic-ray muons and $^{39}$Ar decays from aVertical Drift (VD) detector prototype operated at CERN. We find the difference between real andsimulated data within 5%. Current state-of-the-art LArTPC software requires a 2D FR which weprovide by averaging over one dimension and estimate that variations lost in this average aresmaller than 7%.Liquid Argon Time Projection Chamber (LArTPC) technology is commonly utilized in neutrino detector designs. It enables detailed reconstruction of neutrino events with high spatial precision and low energy threshold. Its field response (FR) model describes the time-dependent electric currents induced in the anode-plane electrodes when ionization electrons drift nearby. An accurate and precise FR is a crucial input to LArTPC detector simulations and charge reconstruction. Established LArTPC designs have been based on parallel wire planes. It allows accurate and computationally economic two-dimensional (2D) FR models utilizing the translational symmetry along the direction of the wires. Recently, novel LArTPC designs utilize electrodes formed on printed circuit board (PCB) in the shape of strips with through holes. The translational symmetry is no longer a good approximation near the electrodes and a new FR calculation that employs regions with three dimensions (3D) has been developed. Extending the 2D models to 3D would be computationally expensive. Fortuitously, the nature of strips with through holes allows for a computationally economic approach based on the finite-difference method (FDM). In this paper, we present a new software package "pochoir" that calculates LArTPC field response for these new strip-based anode designs. This package combines 3D calculations in the volume near the electrodes with 2D far-field solutions to achieve fast and precise field response computation. We apply the resulting FR to simulate and reconstruct samples of cosmic-ray muons and $^{39}$Ar decays from a Vertical Drift (VD) detector prototype operated at CERN. We find the difference between real and simulated data within 5 %. Current state-of-the-art LArTPC software requires a 2D FR which we provide by averaging over one dimension and estimate that variations lost in this average are smaller than 7 %.arXiv:2303.10224oai:cds.cern.ch:28554432023-03-17
spellingShingle hep-ex
Particle Physics - Experiment
physics.ins-det
Detectors and Experimental Techniques
Martynenko, S.
Pietropaolo, F.
Viren, B.
Qian, X.
Chen, H.
Gao, S.
Gu, W.
Jo, J.
Kettell, S.
Li, Y.
Liu, H.
Nayak, N.
Yu, B.
Yu, H.
Zhang, C.
Kose, U.
Resnati, F.
Tufanli, S.
Boran, F.
Dolek, F.
A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title_full A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title_fullStr A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title_full_unstemmed A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title_short A Hybrid 3D/2D Field Response Calculation for Liquid Argon Detectors with PCB Based Anode Plane
title_sort hybrid 3d/2d field response calculation for liquid argon detectors with pcb based anode plane
topic hep-ex
Particle Physics - Experiment
physics.ins-det
Detectors and Experimental Techniques
url https://dx.doi.org/10.1088/1748-0221/18/04/P04033
http://cds.cern.ch/record/2855443
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