![Foto de JESUS DANIEL](/img/nophoto.png)
JESUS DANIEL
SANTOS RODRIGUEZ
Profesor Titular de Universidad
Publications (103) JESUS DANIEL SANTOS RODRIGUEZ publications
2023
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Magnetic shielding simulation for particle detection
European Physical Journal Plus, Vol. 138, Núm. 10
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Wavefront Recovery for Multiple Sun Regions in Solar SCAO Scenarios with Deep Learning Techniques
Mathematics, Vol. 11, Núm. 7
2022
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CENN: A fully convolutional neural network for CMB recovery in realistic microwave sky simulations
Astronomy and Astrophysics, Vol. 666
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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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Construction status and prospects of the Hyper-Kamiokande project
Proceedings of Science
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Multi-frequency point source detection with fully convolutional networks: Performance in realistic microwave sky simulations
Astronomy and Astrophysics, Vol. 658
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Prospects for neutrino astrophysics with Hyper-Kamiokande
Proceedings of Science
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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
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Overview and choice of artificial intelligence approaches for night-time adaptive optics reconstruction
Mathematics, Vol. 9, Núm. 11
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Point source detection with fully convolutional networks: Performance in realistic microwave sky simulations
Astronomy and Astrophysics, Vol. 648
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Supernova Model Discrimination with Hyper-Kamiokande
Astrophysical Journal, Vol. 916, Núm. 1
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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Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019
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A multivariate regression approach for identification of SNPs importance in prostate cancer
Journal of Experimental and Theoretical Artificial Intelligence, Vol. 31, Núm. 6, pp. 817-828
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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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QSOs sigposting cluster size halos as gravitational lenses: Halo mass, projected mass density profile and concentration at z∼0.7
Journal of Cosmology and Astroparticle Physics, Vol. 2019, Núm. 9