Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments

This work proposes a domain-informed neural network architecture for experimental particle physics, using particle interaction localization with the time-projection chamber (TPC) technology for dark matter research as an example application. A key feature of the signals generated within the TPC is t...

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Bibliographic Details
Main Authors: Bajwa, W.U (Author), Higuera, A. (Author), Liang, S. (Author), Peters, C. (Author), Roy, V. (Author), Shatkay, H. (Author), Tunnell, C.D (Author)
Format: Article
Language:English
Published: Frontiers Media S.A. 2022
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Online Access:View Fulltext in Publisher