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  1. 1. Investigations into neutrino flavor reconstruction from radio detector data using convolutional neural networks

    University essay from Uppsala universitet/Högenergifysik

    Author : Oscar Ericsson; [2021]
    Keywords : neutrino; neutrino flavor; flavor reconstruction; radio technique; deep learning; neural network;

    Abstract : As the IceCube Neutrino Observatory seeks to expand its sensitivity to high PeV-EeV energies by means of the radio technique, the need for fast, efficient and reliable reconstruction methods to recover neutrino properties from radio detector data has emerged. The first recorded investigation into the possibilities of using a neural network based approach to flavor reconstruction is presented. READ MORE