Search Results for author: Venkat Roy

Found 1 papers, 1 papers with code

Domain-informed neural networks for interaction localization within astroparticle experiments

1 code implementation15 Dec 2021 Shixiao Liang, Aaron Higuera, Christina Peters, Venkat Roy, Waheed U. Bajwa, Hagit Shatkay, Christopher D. Tunnell

The resulting Domain-informed Neural Network (DiNN) limits the receptive fields of the neurons in the initial feature encoding layers in order to account for the spatially localized nature of the signals produced within the TPC.

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