Search Results - "Desterro, Filipe S.M."

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    Prediction of LOCA’s break size and location based on random forest and Multi Tasking Deep Neural Network by Desterro, Filipe S.M., Pinheiro, Victor H.C., Pereira, Cláudio M.N.A., Schirru, Roberto

    Published in Nuclear engineering and design (15-12-2023)
    “…•Deep learning model able to accurately predict predicting break size and location in nuclear power plants.•Provide new models for nuclear engineering…”
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    Journal Article
  2. 2

    Development of a Deep Rectifier Neural Network for dose prediction in nuclear emergencies with radioactive material releases by Desterro, Filipe S.M., Santos, Marcelo C., Gomes, Kelcio J., Heimlich, A., Schirru, Roberto, Pereira, Claudio MNA

    Published in Progress in nuclear energy (New series) (01-01-2020)
    “…A Recent investigation showed that a 5-layer multilayer perceptron (5L-MLP) artificial neural network (ANN) accurately predicted the spatial dose distribution…”
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    Journal Article