Publications by the researcher in collaboration with FRANCISCO JAVIER DE COS JUEZ (101)

2024

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

    Photonics, Vol. 11, Núm. 3

  2. Improved models for the near-Earth asteroids (2100) Ra-Shalom, (3103) Eger, (12711) Tukmit, and (161989) Cacus

    Monthly Notices of the Royal Astronomical Society, Vol. 527, Núm. 3, pp. 6814-6834

  3. Light-cur v e analysis and shape models of NEAs 7335, 7822, 154244, and 159402

    Monthly Notices of the Royal Astronomical Society, Vol. 533, Núm. 4, pp. 4160-4187

  4. Lunar Lithium-7 Sensing (δ7Li): Spectral Patterns and Artificial Intelligence Techniques

    Sensors, Vol. 24, Núm. 12

  5. Lunar Surface Resource Exploration: Tracing Lithium, 7 Li and Black Ice Using Spectral Libraries and Apollo Mission Samples

    Remote Sensing, Vol. 16, Núm. 7

  6. New Robotic Telescope system progress towards Critical Design Review

    Proceedings of SPIE - The International Society for Optical Engineering

  7. Reconstructing Turbulence-Distorted Wavefronts Through Laser-Beam Profiles

    Lecture Notes in Networks and Systems

2023

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

    Lecture Notes in Networks and Systems

  2. Magnetic shielding simulation for particle detection

    European Physical Journal Plus, Vol. 138, Núm. 10

  3. One-Dimensional Convolutional Neural Networks for Detecting Transiting Exoplanets

    Axioms, Vol. 12, Núm. 4

  4. Transiting Exoplanet Detection Through 1D Convolutional Neural Networks

    Lecture Notes in Networks and Systems

  5. Wavefront Recovery for Multiple Sun Regions in Solar SCAO Scenarios with Deep Learning Techniques

    Mathematics, Vol. 11, Núm. 7

2022

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

    Optics and Lasers in Engineering, Vol. 158

  2. Multi-frequency point source detection with fully convolutional networks: Performance in realistic microwave sky simulations

    Astronomy and Astrophysics, Vol. 658

  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

  4. Update and preliminary performance analysis of the New Robotic Telescope structure

    Proceedings of SPIE - The International Society for Optical Engineering

2021

  1. Hybrid algorithm for the classification of prostate cancer patients of the MCC-Spain study based on support vector machines and genetic algorithms

    Neurocomputing, Vol. 452, pp. 386-394

  2. K2-OjOS: una colaboración Pro-Am en busca de nuevos mundos

    Astronomía, Núm. 267, pp. 25-31

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

    Astronomy and Astrophysics, Vol. 648

2020

  1. A methodology for detecting relevant single nucleotide polymorphism in prostate cancer with multivariate adaptive regression splines and backpropagation artificial neural networks

    Neural Computing and Applications, Vol. 32, Núm. 5, pp. 1231-1238