Copertina

Assessment of few-hits machine learning classification algorithms for low energy physics in liquid argon detectors

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Moretti, Roberto, Rossi, Marco, Biassoni, Matteo, Giachero, Andrea, Grossi, Michele, Guffanti, Daniele, Labranca, Danilo, Terranova, Francesco, Vallecorsa, Sofia
Natura:	Preprint
Pubblicazione:	2023
Soggetti:	Instrumentation and Detectors Machine Learning Data Analysis, Statistics and Probability
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

The science and technology of liquid argon detectors
di: Bonivento, W. M., et al.
Pubblicazione: (2024)

Machine learning-assisted techniques for Compton-background discrimination in Broad Energy Germanium (BEGe) detector
di: Baccolo, Giovanni, et al.
Pubblicazione: (2024)

SiPM cross-talk in liquid argon detectors
di: Boulay, M. G., et al.
Pubblicazione: (2022)

Characterization of UV optical components for photon detector calibration in liquid argon TPCs
di: Behera, B., et al.
Pubblicazione: (2026)

Measurement of ambient radon progeny decay rates and energy spectra in liquid argon using the MicroBooNE detector
di: MicroBooNE collaboration, et al.
Pubblicazione: (2023)

First operation of poly(ethylene naphthalate) enclosures for high-purity germanium detectors in liquid argon for $^{42}$K/$^{42}$Ar mitigation
di: Vogl, Christoph, et al.
Pubblicazione: (2025)

Directionality of nuclear recoils in a liquid argon time projection chamber
di: 20k Collaboration, et al.
Pubblicazione: (2023)

Characterization of the scintillation time response of liquid argon detectors for dark matter search
di: Agnes, P., et al.
Pubblicazione: (2021)

LHC beam monitoring via real-time hit reconstruction in the LHCb VELO pixel detector
di: Passaro, Daniele, et al.
Pubblicazione: (2024)

A thermionic electron gun to characterize silicon drift detectors with electrons
di: Urban, Korbinian, et al.
Pubblicazione: (2024)

The track-length extension fitting algorithm for energy measurement of interacting particles in liquid argon TPCs and its performance with ProtoDUNE-SP data
di: DUNE Collaboration, et al.
Pubblicazione: (2024)

Angular dependent measurement of electron-ion recombination in liquid argon for ionization calorimetry in the ICARUS liquid argon time projection chamber
di: ICARUS collaboration, et al.
Pubblicazione: (2024)

LArTPC hit-based topology classification with quantum machine learning and symmetry
di: Duffy, Callum, et al.
Pubblicazione: (2025)

Suppression of $^{14}\mathrm{C}$ photon hits in large liquid scintillator detectors via spatiotemporal deep learning
di: Li, Junle, et al.
Pubblicazione: (2026)

A liquid-phase loop-mode argon purification system
di: Vogl, Christoph, et al.
Pubblicazione: (2023)

The DEAP-3600 liquid argon optical model and NEST updates
di: Westerdale, Shawn
Pubblicazione: (2023)

Virtual segmentation of a small contact HPGe detector: inference of hit positions of single-site events via pulse shape analysis
di: Dai, W. H., et al.
Pubblicazione: (2023)

DoubleTES detectors to investigate the CRESST low energy background: results from above-ground prototypes
di: Angloher, G., et al.
Pubblicazione: (2024)

Neutron source-based event reconstruction algorithm in large liquid scintillator detectors
di: Takenaka, Akira, et al.
Pubblicazione: (2025)

A novel liquid argon purity monitor based on 207 Bi
di: Baibussinov, B., et al.
Pubblicazione: (2024)

Impact of embedded $^{163}$Ho on the performance of the transition-edge sensor microcalorimeters of the HOLMES experiment
di: Bennett, Douglas, et al.
Pubblicazione: (2025)

Study of few-electron backgrounds in the LUX-ZEPLIN detector
di: Akerib, D. S., et al.
Pubblicazione: (2025)

A flexible test facility for liquid xenon detector development
di: Angelico, Evan, et al.
Pubblicazione: (2025)

Timepix3: single-pixel multi-hit energy-measurement behavior
di: Bromberger, Hubertus, et al.
Pubblicazione: (2024)

Impact of extreme ultraviolet radiation on the scintillation of pure and xenon-doped liquid argon
di: Agnes, P., et al.
Pubblicazione: (2024)

LANTERN: Characterization technology for low threshold cryogenic detectors
di: Del Castello, Giorgio
Pubblicazione: (2026)

On characterizing X-ray detectors for low-dose imaging
di: Sakhatskyi, Kostiantyn, et al.
Pubblicazione: (2024)

Calibration and simulation of ionization signal and electronics noise in the ICARUS liquid argon time projection chamber
di: ICARUS collaboration, et al.
Pubblicazione: (2024)

Characterization of a radiation detector based on opaque water-based liquid scintillator
di: LiquidO Collaboration
Pubblicazione: (2024)

High-energy electron measurements with thin Si detectors
di: H, Gokul Das, et al.
Pubblicazione: (2023)

Performance of a modular ton-scale pixel-readout liquid argon time projection chamber
di: DUNE Collaboration, et al.
Pubblicazione: (2024)

Improved and automated krypton assay for low-background xenon detectors with Auto-RGMS
di: Guida, Matteo, et al.
Pubblicazione: (2025)

Evaluation of SiC detector performances for energy and timing measurements
di: Martorana, N. S., et al.
Pubblicazione: (2025)

Demonstration of the light collection stability of a PEN-based wavelength shifting reflector in a tonne scale liquid argon detector
di: Gupta, V., et al.
Pubblicazione: (2024)

Improving the potential of BDF@SPS to search for new physics with liquid argon time projection chambers
di: Ferrillo, Martina, et al.
Pubblicazione: (2023)

An improved reliability factor for quantitative low-energy electron diffraction
di: Imre, Alexander M., et al.
Pubblicazione: (2025)

Thin single-crystal perovskite detector for high-energy charged particles
di: Chubinidze, Z., et al.
Pubblicazione: (2026)

Measurement of three-dimensional inclusive muon-neutrino charged-current cross sections on argon with the MicroBooNE detector
di: MicroBooNE Collaboration, et al.
Pubblicazione: (2023)

On the determination of the interaction time of GeV neutrinos in large argon gas TPCs
di: Saá-Hernández, A., et al.
Pubblicazione: (2024)

Exploring the detection of AQNs in large liquid detectors
di: Lazanu, Ionel, et al.
Pubblicazione: (2024)