Fully Convolutional Approaches for Numerical Approximation of Turbulent Phases in Solar Adaptive Optics
Riesgo, Francisco García, Gómez, Sergio Luis Suárez, Alonso, Enrique Díez, González-Gutiérrez, Carlos, Santos, Jesús Daniel
Published in Mathematics (Basel) (01.07.2021)
Published in Mathematics (Basel) (01.07.2021)
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Journal Article
Successful sulfur recovery in low sulfurate compounds obtained from the zinc industry: Evaporation–condensation method
Suárez-Gómez, Sergio Luis, Sánchez, Maria Luisa, Blanco, Francisco, Ayala, Julia, de Cos Juez, Francisco Javier
Published in Journal of hazardous materials (15.08.2017)
Published in Journal of hazardous materials (15.08.2017)
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Journal Article
A methodology for detecting relevant single nucleotide polymorphism in prostate cancer with multivariate adaptive regression splines and backpropagation artificial neural networks
Sánchez Lasheras, Juan Enrique, González Donquiles, Carmen, García Nieto, Paulino José, Jiménez Moleon, José Juan, Salas, Dolores, Suárez Gómez, Sergio Luis, de la Torre, Antonio J. Molina, González-Nuevo, Joaquín, Bonavera, Laura, Carballido Landeira, Jorge, de Cos Juez, Francisco Javier
Published in Neural computing & applications (01.03.2020)
Published in Neural computing & applications (01.03.2020)
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Journal Article
Analysis of the Temporal Structure Evolution of Physical Systems with the Self-Organising Tree Algorithm (SOTA): Application for Validating Neural Network Systems on Adaptive Optics Data before On-Sky Implementation
Suárez Gómez, Sergio, Santos Rodríguez, Jesús, Iglesias Rodríguez, Francisco, de Cos Juez, Francisco
Published in Entropy (Basel, Switzerland) (01.03.2017)
Published in Entropy (Basel, Switzerland) (01.03.2017)
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Journal Article
Comparative study of Shack-Hartmann configurations for atmospheric turbulence reconstructions in solar adaptive optics
Riesgo, Francisco García, Gómez, Sergio Luis Suárez, Rodríguez, Jesús Daniel Santos, Gutiérrez, Carlos González, Hernando, Yolanda Martín, Martínez, Luz María Montoya, Ramos, Andrés Asensio, Vera, Manuel Collados, Cagigal, Miguel Núñez, Juez, Francisco Javier De Cos
Published in Optics and lasers in engineering (01.11.2022)
Published in Optics and lasers in engineering (01.11.2022)
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Journal Article
Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations
Suárez Gómez, Sergio Luis, González-Gutiérrez, Carlos, García Riesgo, Francisco, Sánchez Rodríguez, Maria Luisa, Javier Iglesias Rodríguez, Francisco, Santos, Jesús Daniel
Published in Sensors (Basel, Switzerland) (14.05.2019)
Published in Sensors (Basel, Switzerland) (14.05.2019)
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Journal Article
Wavefront Recovery for Multiple Sun Regions in Solar SCAO Scenarios with Deep Learning Techniques
Suárez Gómez, Sergio Luis, García Riesgo, Francisco, Pérez Fernández, Saúl, Iglesias Rodríguez, Francisco Javier, Díez Alonso, Enrique, Santos Rodríguez, Jesús Daniel, De Cos Juez, Francisco Javier
Published in Mathematics (Basel) (01.04.2023)
Published in Mathematics (Basel) (01.04.2023)
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Journal Article
Magnetic shielding simulation for particle detection
Cabo, Sara R, Suarez Gomez, Sergio Luis, Bonavera, Laura, Sanchez, Maria Luisa, Santos, Jesus Daniel, de Cos, Francisco Javier
Published in arXiv.org (14.05.2024)
Published in arXiv.org (14.05.2024)
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Paper
Journal Article
Defocused Image Deep Learning Designed for Wavefront Reconstruction in Tomographic Pupil Image Sensors
Suárez Gómez, Sergio Luis, García Riesgo, Francisco, González Gutiérrez, Carlos, Rodríguez Ramos, Luis Fernando, Santos, Jesús Daniel
Published in Mathematics (Basel) (01.01.2021)
Published in Mathematics (Basel) (01.01.2021)
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Journal Article
Hybrid DE-Optimized GPR and NARX/SVR Models for Forecasting Gold Spot Prices: A Case Study of the Global Commodities Market
García-Gonzalo, Esperanza, García-Nieto, Paulino José, Fidalgo Valverde, Gregorio, Riesgo Fernández, Pedro, Sánchez Lasheras, Fernando, Suárez Gómez, Sergio Luis
Published in Mathematics (Basel) (01.04.2024)
Published in Mathematics (Basel) (01.04.2024)
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Journal Article
A New Algorithm for Multivariate Genome Wide Association Studies Based on Differential Evolution and Extreme Learning Machines
Álvarez Gutiérrez, David, Sánchez Lasheras, Fernando, Martín Sánchez, Vicente, Suárez Gómez, Sergio Luis, Moreno, Víctor, Moratalla-Navarro, Ferrán, Molina de la Torre, Antonio José
Published in Mathematics (Basel) (01.04.2022)
Published in Mathematics (Basel) (01.04.2022)
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Journal Article
Overview and Choice of Artificial Intelligence Approaches for Night-Time Adaptive Optics Reconstruction
García Riesgo, Francisco, Suárez Gómez, Sergio Luis, Santos, Jesús Daniel, Díez Alonso, Enrique, Sánchez Lasheras, Fernando
Published in Mathematics (Basel) (01.06.2021)
Published in Mathematics (Basel) (01.06.2021)
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Journal Article
Experience with Artificial Neural Networks Applied in Multi-object Adaptive Optics
Suárez Gómez, Sergio Luis, González-Gutiérrez, Carlos, Alonso, Enrique Díez, Santos, Jesús Daniel, Rodríguez, María Luisa Sánchez, Morris, Tim, Osborn, James, Basden, Alastair, Bonavera, Laura, González, Joaquín González-Nuevo, de Cos Juez, Francisco Javier
Published in Publications of the Astronomical Society of the Pacific (01.10.2019)
Published in Publications of the Astronomical Society of the Pacific (01.10.2019)
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Journal Article
Magnetic shielding simulation for particle detection
Cabo, Sara R., Gómez, Sergio Luis Suárez, Bonavera, Laura, Sanchez, Maria Luisa, Santos, Jesús Daniel, de Cos, Francisco Javier
Published in European physical journal plus (09.10.2023)
Published in European physical journal plus (09.10.2023)
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Journal Article
A multivariate regression approach for identification of SNPs importance in prostate cancer
Sánchez Lasheras, Juan Enrique, Suárez Gómez, Sergio Luis, Santos, Jesús Daniel, Castaño-Vinyals, Gemma, Pérez-Gómez, Beatriz, Tardón, Adonina
Published in Journal of experimental & theoretical artificial intelligence (02.11.2019)
Published in Journal of experimental & theoretical artificial intelligence (02.11.2019)
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Journal Article
Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors
Gómez, Sergio Luis Suárez, González-Gutiérrez, Carlos, Suárez, Juan Díaz, Valdivia, Juan José Fernández, Ramos, José Manuel Rodríguez, Ramos, Luis Fernando Rodríguez, Rodríguez, Jesús Daniel Santos
Published in Logic journal of the IGPL (01.04.2021)
Published in Logic journal of the IGPL (01.04.2021)
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Journal Article
Convolutional CARMEN: Tomographic Reconstruction for Night Observation
García Riesgo, Francisco, Suárez Gómez, Sergio Luis, Sánchez Lasheras, Fernando, González Gutiérrez, Carlos, Peñalver San Cristóbal, Carmen, de Cos Juez, Francisco Javier
Published in Hybrid Artificial Intelligent Systems (2019)
Published in Hybrid Artificial Intelligent Systems (2019)
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Book Chapter
Improving Adaptive Optics Reconstructions with a Deep Learning Approach
Suárez Gómez, Sergio Luis, González-Gutiérrez, Carlos, Díez Alonso, Enrique, Santos Rodríguez, Jesús Daniel, Sánchez Rodríguez, Maria Luisa, Carballido Landeira, Jorge, Basden, Alastair, Osborn, James
Published in Hybrid Artificial Intelligent Systems (2018)
Published in Hybrid Artificial Intelligent Systems (2018)
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Book Chapter
Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks
Gómez, Sergio Luis Suárez, Gutiérrez, Carlos González, Rodríguez, Jesús Daniel Santos, Rodríguez, María Luisa Sánchez, Lasheras, Fernando Sánchez, de Cos Juez, Francisco Javier
Published in Intelligent Systems Design and Applications (2017)
Published in Intelligent Systems Design and Applications (2017)
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Book Chapter
Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors
Suárez Gómez, Sergio Luis, González-Gutiérrez, Carlos, Díez Alonso, Enrique, Santos Rodríguez, Jesús Daniel, Bonavera, Laura, Fernández Valdivia, Juan José, Rodríguez Ramos, José Manuel, Rodríguez Ramos, Luis Fernando
Published in Hybrid Artificial Intelligent Systems (2018)
Published in Hybrid Artificial Intelligent Systems (2018)
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Book Chapter