Publications (13) Publications in which a researcher has participated

filter_list Artificial Intelligence

2024

  1. Deep Generative Models for Fast Photon Shower Simulation in ATLAS

    Computing and Software for Big Science, Vol. 8, Núm. 1

  2. Training neural networks with universal adiabatic quantum computing

    Frontiers in Artificial Intelligence, Vol. 7

2023

  1. Photon/electron classification in liquid argon detectors by means of Soft Computing

    Engineering Applications of Artificial Intelligence, Vol. 122

2022

  1. Completely quantum neural networks

    Physical Review A, Vol. 106, Núm. 2

  2. Continuous Active Learning for Seismo-Volcanic Monitoring

    IEEE Geoscience and Remote Sensing Letters, Vol. 19

  3. Search for an anomalous excess of charged-current quasielastic νe interactions with the MicroBooNE experiment using Deep-Learning-based reconstruction

    Physical Review D, Vol. 105, Núm. 11

2021

  1. Convolutional neural network for multiple particle identification in the MicroBooNE liquid argon time projection chamber

    Physical Review D, Vol. 103, Núm. 9

  2. Semantic segmentation with a sparse convolutional neural network for event reconstruction in MicroBooNE

    Physical Review D, Vol. 103, Núm. 5

2020

  1. A Deep Neural Network for Simultaneous Estimation of b Jet Energy and Resolution

    Computing and Software for Big Science, Vol. 4, Núm. 1

2019

  1. Convolutional neural network for seismic phase classification, performance demonstration over a local seismic network

    Seismological Research Letters, Vol. 90, Núm. 2 A, pp. 491-502

  2. Detection and Classification of Continuous Volcano-Seismic Signals with Recurrent Neural Networks

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, Núm. 4, pp. 1936-1948

2018

  1. A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 5, pp. 1533-1544

  2. Classification of volcano-seismic signals with Bayesian neural networks

    European Signal Processing Conference