Publicaciones en las que colabora con FRANCISCO JAVIER DE COS JUEZ (33)

2024

  1. Enhancing Open-Loop Wavefront Prediction in Adaptive Optics through 2D-LSTM Neural Network Implementation

    Photonics, Vol. 11, Núm. 3

2023

  1. Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction

    Lecture Notes in Networks and Systems

  2. Constraining the polarisation flux density and angle of point sources by training a convolutional neural network

    Astronomy and Astrophysics, Vol. 670

  3. Transiting Exoplanet Detection Through 1D Convolutional Neural Networks

    Lecture Notes in Networks and Systems

2022

  1. Comparative study of Shack-Hartmann configurations for atmospheric turbulence reconstructions in solar adaptive optics

    Optics and Lasers in Engineering, Vol. 158

  2. Deep learning wavefront reconstruction for collimated beams with experimental data

    Optics InfoBase Conference Papers

  3. The K2-OjOS Project*New and revisited planets and candidates in K2 campaigns 5, 16, & 18

    Monthly Notices of the Royal Astronomical Society, Vol. 509, Núm. 1, pp. 1075-1095

2021

  1. Editorial: Special issue HAIS 2018

    Logic Journal of the IGPL

  2. Point source detection with fully convolutional networks: Performance in realistic microwave sky simulations

    Astronomy and Astrophysics, Vol. 648

2020

  1. Atmospheric Tomography Using Convolutional Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Atmospheric Tomography Using Convolutional Neural Networks

    Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings

  3. Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Planetary candidates transiting cool dwarf stars from campaigns 12 to 15 of K2

    Monthly Notices of the Royal Astronomical Society, Vol. 499, Núm. 4, pp. 5416-5441

  5. Special issue SOCO 2017: AI and ML applied to Health Sciences (MLHS)

    Neural Computing and Applications

  6. Wavefront prediction using artificial neural networks for open-loop adaptive optics

    Monthly Notices of the Royal Astronomical Society, Vol. 496, Núm. 1, pp. 456-464

2019

  1. A transiting super-Earth close to the inner edge of the habitable zone of an M0 dwarf star

    Monthly Notices of the Royal Astronomical Society, Vol. 489, Núm. 4, pp. 5928-5937

  2. Convolutional CARMEN: Tomographic Reconstruction for Night Observation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Convolutional CARMEN: tomographic Reconstruction for Night Observation

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  4. Experience with artificial neural networks applied in multi-object adaptive optics

    Publications of the Astronomical Society of the Pacific, Vol. 131, Núm. 1004

  5. Projected Pupil Plane Pattern (PPPP) with artificial neural networks

    Monthly Notices of the Royal Astronomical Society, Vol. 487, Núm. 1, pp. 1480-1487