Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments.

Liang, Shixiao; Higuera, Aaron; Peters, Christina; Roy, Venkat; Bajwa, Waheed U; Shatkay, Hagit; Tunnell, Christopher D

Liang, Shixiao; Higuera, Aaron; Peters, Christina; Roy, Venkat; Bajwa, Waheed U; Shatkay, Hagit; Tunnell, Christopher D.

Afiliação

Liang S; Department of Physics and Astronomy, Rice University, Houston, TX, United States.
Higuera A; Department of Physics and Astronomy, Rice University, Houston, TX, United States.
Peters C; Department of Computer and Information Sciences, University of Delaware, Newark, DE, United States.
Roy V; Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, United States.
Bajwa WU; Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, United States.
Shatkay H; Department of Computer and Information Sciences, University of Delaware, Newark, DE, United States.
Tunnell CD; Department of Physics and Astronomy, Rice University, Houston, TX, United States.

Front Artif Intell ; 5: 832909, 2022.

Article em En | MEDLINE | ID: mdl-35757296

Palavras-chave

astroparticle physics; direct-detection dark matter; machine learning; neural network; reconstruction; time-projection chamber

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Front Artif Intell Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Suíça

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