CARLOS
GONZALEZ GUTIERREZ
Profesor Ayudante Doctor
FRANCISCO JAVIER DE
COS JUEZ
Catedrático de Universidad
Publicacións nas que colabora con FRANCISCO JAVIER DE COS JUEZ (30)
2024
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Enhancing Open-Loop Wavefront Prediction in Adaptive Optics through 2D-LSTM Neural Network Implementation
Photonics, Vol. 11, Núm. 3
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Laboratory demonstration of single-camera PPPP wavefront sensing using neural networks
International Journal of Optomechatronics, Vol. 18, Núm. 1
2023
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Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction
Lecture Notes in Networks and Systems
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Constraining the polarisation flux density and angle of point sources by training a convolutional neural network
Astronomy and Astrophysics, Vol. 670
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Transiting Exoplanet Detection Through 1D Convolutional Neural Networks
Lecture Notes in Networks and Systems
2022
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Comparative study of Shack-Hartmann configurations for atmospheric turbulence reconstructions in solar adaptive optics
Optics and Lasers in Engineering, Vol. 158
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Deep learning wavefront reconstruction for collimated beams with experimental data
Optics InfoBase Conference Papers
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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
2020
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Atmospheric Tomography Using Convolutional Neural Networks
Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings
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Atmospheric Tomography Using Convolutional Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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)
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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
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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
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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
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Convolutional CARMEN: Tomographic Reconstruction for Night Observation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Convolutional CARMEN: tomographic Reconstruction for Night Observation
Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings
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Experience with artificial neural networks applied in multi-object adaptive optics
Publications of the Astronomical Society of the Pacific, Vol. 131, Núm. 1004
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Projected Pupil Plane Pattern (PPPP) with artificial neural networks
Monthly Notices of the Royal Astronomical Society, Vol. 487, Núm. 1, pp. 1480-1487
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Rapid tomographic reconstruction through GPU-based adaptive optics
Logic Journal of the IGPL
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SHALOS: Statistical Herschel -ATLAS lensed objects selection
Astronomy and Astrophysics, Vol. 627