Matemáticas
Department
CARLOS
GONZALEZ GUTIERREZ
Profesor Ayudante Doctor
Publications by the researcher in collaboration with CARLOS GONZALEZ GUTIERREZ (25)
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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Reconstructing Turbulence-Distorted Wavefronts Through Laser-Beam Profiles
Lecture Notes in Networks and Systems
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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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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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
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Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors
Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 180-192
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Defocused image deep learning designed for wavefront reconstruction in tomographic pupil image sensors
Mathematics, Vol. 9, Núm. 1, pp. 1-15
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Fully convolutional approaches for numerical approximation of turbulent phases in solar adaptive optics
Mathematics, Vol. 9, Núm. 14
2020
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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
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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Convolutional neural networks approach for solar reconstruction in SCAO configurations
Sensors (Switzerland), Vol. 19, Núm. 10
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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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SHALOS: Statistical Herschel -ATLAS lensed objects selection
Astronomy and Astrophysics, Vol. 627
2018
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A system of three transiting super-Earths in a cool dwarf star
Monthly Notices of the Royal Astronomical Society: Letters, Vol. 476, Núm. 1, pp. L50-L54
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Compensating atmospheric turbulence with convolutional neural networks for defocused pupil image wave-front sensors
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Improving adaptive optics reconstructions with a deep learning approach
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)