activity
20122022
most citedBackground rejection in NEXT using deep neural networks

66 citations · 175 across the 6 of their papers we have counts for

collaborators
Showing physics.ins-detShow all

27 papers · 1 filter

physics.ins-det2022★ 11 cited

Separation of track- and shower-like energy deposits in ProtoDUNE-SP using a convolutional neural network

DUNE Collaboration, A. Abed Abud, B. Abi +1221

Liquid argon time projection chamber detector technology provides high spatial and calorimetric resolutions on the charged particles traversing liquid argon. As a result, the techn…

physics.ins-det2021

The Dynamics of Ions on Phased Radio-frequency Carpets in High Pressure Gases and Application for Barium Tagging in Xenon Gas Time Projection Chambers

NEXT Collaboration, B. J. P. Jones, A. Raymond +107

Radio-frequency (RF) carpets with ultra-fine pitches are examined for ion transport in gases at atmospheric pressures and above. We develop new analytic and computational methods f…

physics.ins-det2021

Deep Underground Neutrino Experiment (DUNE) Near Detector Conceptual Design Report

A. Abed Abud, B. Abi, R. Acciarri +1059

This report describes the conceptual design of the DUNE near detector

physics.ins-det2020

Demonstration of background rejection using deep convolutional neural networks in the NEXT experiment

NEXT Collaboration, M. Kekic, C. Adams +88

Convolutional neural networks (CNNs) are widely used state-of-the-art computer vision tools that are becoming increasingly popular in high energy physics. In this paper, we attempt…

physics.ins-det2020

First results on ProtoDUNE-SP liquid argon time projection chamber performance from a beam test at the CERN Neutrino Platform

DUNE Collaboration, B. Abi, A. Abed Abud +987

The ProtoDUNE-SP detector is a single-phase liquid argon time projection chamber with an active volume of m. It is installed at the CERN Neutrino Plat…

physics.ins-det2020

Dependence of polytetrafluoroethylene reflectance on thickness at visible and ultraviolet wavelengths in air

S. Ghosh, J. Haefner, J. Martín-Albo +88

Polytetrafluoroethylene (PTFE) is an excellent diffuse reflector widely used in light collection systems for particle physics experiments. However, the reflectance of PTFE is a fun…