Publicaciones (41) Publicaciones de CARLOS GONZALEZ GUTIERREZ

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. Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors

    Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 180-192

  2. Defocused image deep learning designed for wavefront reconstruction in tomographic pupil image sensors

    Mathematics, Vol. 9, Núm. 1, pp. 1-15

  3. Fully convolutional approaches for numerical approximation of turbulent phases in solar adaptive optics

    Mathematics, Vol. 9, Núm. 14

2020

  1. Atmospheric Tomography Using Convolutional Neural Networks

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

  2. Atmospheric Tomography Using Convolutional Neural Networks

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

  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. Outcome prediction for salivary gland cancer using multivariate adaptative regression splines (MARS) and self-organizing maps (SOM)

    Neural Computing and Applications, Vol. 32, Núm. 5, pp. 1219-1229

  5. 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

  6. The QUIJOTE experiment: Project overview and first results

    Proceedings of the 11th Scientific Meeting of the Spanish Astronomical Society - Highlights of Spanish Astrophysics VIII, SEA 2014

  7. 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. Comparison of the periimplant bone stress distribution on three fixed partial supported prosthesis designs under different loading. A 3D finite element analysis

    Journal of Experimental and Theoretical Artificial Intelligence, Vol. 31, Núm. 6, pp. 875-888

  3. Convolutional CARMEN: Tomographic Reconstruction for Night Observation

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