Deep learning with photosensor timing information as a background rejection method for the Cherenkov Telescope Array

Deep learning with photosensor timing information as a background rejection method for the Cherenkov Telescope Array

New deep learning techniques present promising new analysis methods for Imaging Atmospheric Cherenkov Telescopes (IACTs) such as the upcoming Cherenkov Telescope Array (CTA). In particular, the use of Convolutional Neural Networks (CNNs) could provide a direct event classification method that uses t...

Descripció completa

Dades bibliogràfiques
Autors principals:	Spencer, ST, Armstrong, T, Watson, J, Mangano, S, Renier, Y, Cotter, G
Format:	Journal article
Idioma:	English
Publicat:	Elsevier 2021

Ítems similars

Science with the Cherenkov Telescope Array
per: Acharya, B, et al.
Publicat: (2019)

Muons as a tool for background rejection in imaging atmospheric Cherenkov telescope arrays
per: L. Olivera-Nieto, et al.
Publicat: (2021-12-01)

The gamma-ray Cherenkov telescope for the Cherenkov telescope array
per: Tibaldo, L, et al.
Publicat: (2017)

Background rejection using image residuals from large telescopes in imaging atmospheric Cherenkov telescope arrays
per: L. Olivera-Nieto, et al.
Publicat: (2022-12-01)

Background rejection in atmospheric Cherenkov telescopes using recurrent convolutional neural networks
per: R. D. Parsons, et al.
Publicat: (2020-05-01)

The GCT camera for the Cherenkov Telescope Array
per: Lapington, J, et al.
Publicat: (2016)

Operating performance of the gamma-ray Cherenkov telescope: An end-to-end Schwarzschild–Couder telescope prototype for the Cherenkov Telescope Array
per: Dournaux, J, et al.
Publicat: (2016)

Calibration and analysis of the GCT camera for the Cherenkov Telescope Array
per: Watson, J
Publicat: (2018)

Design Concepts for the Cherenkov Telescope Array
per: Consortium, TCTA
Publicat: (2010)

FRAM for the Cherenkov Telescope Array: an update
per: Janeček Petr, et al.
Publicat: (2017-01-01)

Dark matter line searches with the Cherenkov Telescope Array
per: Abe, S, et al.
Publicat: (2024)

Sensitivity of the Cherenkov Telescope Array to a dark matter signal from the Galactic centre
per: Acharyya, A, et al.
Publicat: (2021)

Optical spectroscopy of blazars for the Cherenkov Telescope Array – II
per: Kasai, E, et al.
Publicat: (2022)

Atmospheric monitoring using the Cherenkov Transparency Coefficient for the Cherenkov Telescope Array
per: Stefanik Stanislav, et al.
Publicat: (2019-01-01)

The ASTRI mini-array within the future Cherenkov Telescope Array
per: Vercellone Stefano
Publicat: (2016-01-01)

Monte Carlo studies for the optimisation of the Cherenkov Telescope Array layout
per: Acharyya, A, et al.
Publicat: (2019)

Site Characterization of the Northern Site of the Cherenkov Telescope Array
per: Gaug Markus, et al.
Publicat: (2017-01-01)

The Cherenkov Telescope Array Science Goals and Current Status
per: The CTA Consortium, et al.
Publicat: (2019-01-01)

The Cherenkov Telescope Array Observatory workflow management system
per: Arrabito Luisa, et al.
Publicat: (2024-01-01)

Characterisation and testing of CHEC-M—A camera prototype for the small-sized telescopes of the Cherenkov telescope array
per: Zorn, J, et al.
Publicat: (2018)

Prospects for Cherenkov Telescope Array observations of the young supernova remnant RX J1713.7−3946
per: Acero, F, et al.
Publicat: (2017)

Inauguration and first light of the GCT-M prototype for the Cherenkov Telescope Array
per: Watson, J, et al.
Publicat: (2017)

Cherenkov telescope prototype
per: Timofeev Lev, et al.
Publicat: (2017-01-01)

Cherenkov telescope prototype
per: Timofeev Lev, et al.
Publicat: (2017-01-01)

The effect of night sky background on source reconstruction in atmospheric Cherenkov telescope arrays and implications for image cleaning
per: Saeeda Sajjad
Publicat: (2023-01-01)

Observations of the Crab Nebula and Pulsar with the Large-sized Telescope Prototype of the Cherenkov Telescope Array
per: H. Abe, et al.
Publicat: (2023-01-01)

Secluded dark matter in light of the Cherenkov Telescope Array (CTA)
per: Clarissa Siqueira
Publicat: (2019-10-01)

Studying molecular profiles above the Cherenkov Telescope Array sites
per: Munar-Adrover Pere, et al.
Publicat: (2019-01-01)

Prospects for Gamma-Ray Burst detection by the Cherenkov Telescope Array
per: Bissaldi E., et al.
Publicat: (2017-01-01)

The Raman LIDAR for the pre-production phase of Cherenkov Telescope Array
per: Iarlori Marco, et al.
Publicat: (2019-01-01)

EAS detection by wide-angle cherenkov telescopes at the Yakutsk array
per: Timofeev Lev, et al.
Publicat: (2019-01-01)

The ASTRI Mini-Array: A New Pathfinder for Imaging Cherenkov Telescope Arrays
per: Salvatore Scuderi
Publicat: (2024-03-01)

A New Era in Gamma-Ray Astronomy with the Cherenkov Telescope Array
per: Hinton, J, et al.
Publicat: (2013)

Contributions from the Cherenkov Telescope Array (CTA) Consortium to the ICRC 2011
per: Consortium, TCTA
Publicat: (2011)

The quest for dark matter in dwarf spheroidal galaxies with the Cherenkov Telescope Array
per: Saturni Francesco G., et al.
Publicat: (2019-01-01)

Cherenkov telescope array extragalactic survey discovery potential and the impact of axion-like particles and secondary gamma rays
per: De Franco, A, et al.
Publicat: (2017)

FRAM telescopes and their measurements of aerosol content at the Pierre Auger Observatory and at future sites of the Cherenkov Telescope Array
per: Janeček Petr, et al.
Publicat: (2019-01-01)

The Cherenkov Telescope Array production system for data-processing and Monte Carlo simulation
per: Arrabito Luisa, et al.
Publicat: (2019-01-01)

Search for annihilating Dark Matter towards dwarf galaxies with the Cherenkov Telescope Array
per: Morselli Aldo, et al.
Publicat: (2017-01-01)

Towards the development of a SiPM-based camera for the Cherenkov Telescope Array
per: Ambrosi G., et al.
Publicat: (2017-01-01)