Filipe Santana Moreira do Desterro

Deep rectifier neural network applied to the accident identification problem in a PWR nuclear power plant

Marcelo C. Santos, Victor Henrique Cabral Pinheiro, Filipe Santana Moreira do Desterro et al. · Annals of Nuclear Energy · 2019 · 56 citations

Artificial Intelligence, Fault Diagnosis, Engineering +10

Nuclear Power Plant accident identification system with “don’t know” response capability: Novel deep learning-based approaches

Victor Henrique Cabral Pinheiro, Marcelo C. Santos, Filipe Santana Moreira do Desterro et al. · Annals of Nuclear Energy · 2019 · 38 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +8

Development of a Deep Rectifier Neural Network for dose prediction in nuclear emergencies with radioactive material releases

Filipe Santana Moreira do Desterro, Marcelo C. Santos, Kelcio J. Gomes et al. · Progress in Nuclear Energy · 2019 · 30 citations

Nuclear Emergencies, Engineering, Machine Learning +9

A novel radioactive particle tracking algorithm based on deep rectifier neural network

Roos Sophia de Freitas Dam, Marcelo C. Santos, Filipe Santana Moreira do Desterro et al. · Nuclear Engineering and Technology · 2021 · 17 citations · Full text

Prediction of LOCA’s break size and location based on random forest and Multi Tasking Deep Neural Network

Filipe Santana Moreira do Desterro, Victor Henrique Cabral Pinheiro, Cláudio M.N.A. Pereira et al. · Nuclear Engineering and Design · 2023 · 15 citations