Carlos González-Gutiérrez

26 papers C 1Misc 4Journal 11Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SHWFS image-based wavefront prediction for adaptive optics using convolutional LSTM. Log. J. IGPL Saúl Pérez, Alejandro Buendía Roca, Carlos González-Gutiérrez, Santiago Iglesias Álvarez, Javier Rodríguez Rodríguez, Julia María Fernández, Francisco Javier de Cos Juez
2025	J	`jnl`	Detection of transiting exoplanets and phase-folding their host star's light curves from K2 data with 1D-CNN. Log. J. IGPL Santiago Iglesias Álvarez, Enrique Díez Alonso, Javier Rodríguez Rodríguez, Saúl Pérez Fernández, Ronny Steveen Anangonó Tutasig, Carlos González-Gutiérrez, Alejandro Buendía Roca, Julia María Fernández-Díaz, María Luisa Sánchez Rodríguez
2024	—	`conf`	Noise-Free Wavefront Prediction for Open-Loop Adaptive Optics. ISAmI Saúl Pérez, Alejandro Buendía Roca, Carlos González-Gutiérrez, Santiago Iglesias Álvarez, Javier Rodríguez Rodríguez, Julia María Fernández, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
2024	—	`conf`	Reconstructing Turbulence-Distorted Wavefronts Through Laser-Beam Profiles. DCAI (4) Alejandro Buendía Roca, Saúl Pérez Fernández, Carlos González-Gutiérrez, Santiago Iglesias Álvarez, Javier Rodríguez Rodríguez, Julia María Fernández-Díaz, Fernando Sánchez Lasheras, Nazim Ali Bharmal, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
2023	—	`conf`	Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction. SOCO (2) Saúl Pérez Fernández, Alejandro Buendía Roca, Carlos González-Gutiérrez, Javier Rodríguez Rodríguez, Santiago Iglesias Álvarez, Ronny Anangonó Tutasig, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
2023	J	`jnl`	EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT. Sensors Sandy Nohemy Hernández Pérez, Francisco David Pérez-Reynoso, Carlos González-Gutiérrez, María De los Ángeles Cosío León, Rocío Ortega-Palacios
2023	—	`conf`	Transiting Exoplanet Detection Through 1D Convolutional Neural Networks. DCAI (3) Santiago Iglesias Álvarez, Enrique Díez Alonso, María Luisa Sánchez Rodríguez, Javier Rodríguez Rodríguez, Saúl Pérez Fernández, Ronny Steveen Anangonó Tutasig, Carlos González-Gutiérrez, Alejandro Buendía Roca, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
2022	J	`jnl`	Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot. Sensors Francisco David Pérez-Reynoso, Neín Farrera Vázquez, César Capetillo, Nestor Méndez-Lozano, Carlos González-Gutiérrez, Emmanuel López-Neri
2021	J	`jnl`	Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors. Log. J. IGPL Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Juan Díaz Suárez, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos, Jesús Daniel Santos Rodríguez
2020	—	`conf`	Atmospheric Tomography Using Convolutional Neural Networks. IDEAL (2) Carlos González-Gutiérrez, Olivier Beltramo-Martin, J. Osborn, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
2020	Misc	`conf`	Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations. HAIS Francisco García Riesgo, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Carlos González-Gutiérrez, Enrique Díez Alonso, Francisco Javier Iglesias-Rodríguez, Pedro Riesgo Fernández, Laura Bonavera, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez
2020	J	`jnl`	Outcome prediction for salivary gland cancer using multivariate adaptative regression splines (MARS) and self-organizing maps (SOM). Neural Comput. Appl. Paloma Lequerica-Fernández, Ignacio Peña, Francisco Javier Iglesias-Rodríguez, Carlos González-Gutiérrez, Juan Carlos de Vicente
2019	J	`jnl`	Comparison of the periimplant bone stress distribution on three fixed partial supported prosthesis designs under different loading. A 3D finite element analysis. J. Exp. Theor. Artif. Intell. Héctor deLlanos-Lanchares, Angel Álvarez-Arenal, Javier Bobes Bascaran, Carlos González-Gutiérrez, Ana Suárez Sánchez, Francisco Blanco Álvarez
2019	Misc	`conf`	Convolutional CARMEN: Tomographic Reconstruction for Night Observation. HAIS Francisco García Riesgo, Sergio Luis Suárez Gómez, Fernando Sánchez Lasheras, Carlos González-Gutiérrez, Carmen Peñalver San Cristóbal, Francisco Javier de Cos Juez
2019	J	`jnl`	Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations. Sensors Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Francisco García Riesgo, María Luisa Sánchez Rodríguez, Francisco Javier Iglesias-Rodríguez, Jesús Daniel Santos Rodríguez
2019	J	`jnl`	Rapid tomographic reconstruction through GPU-based adaptive optics. Log. J. IGPL Carlos González-Gutiérrez, María Luisa Sánchez Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
2018	Misc	`conf`	Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors. HAIS Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, Laura Bonavera, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos
2018	Misc	`conf`	Improving Adaptive Optics Reconstructions with a Deep Learning Approach. HAIS Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Jorge Carballido-Landeira, Alastair Basden, James Osborn
2018	J	`jnl`	Multi-GPU Development of a Neural Networks Based Reconstructor for Adaptive Optics. Complex. Carlos González-Gutiérrez, María Luisa Sánchez Rodríguez, José Luís Calvo-Rolle, Francisco Javier de Cos Juez
2017	—	`conf`	An Artificial Neural Network Model for the Prediction of Bruxism by Means of Occlusal Variables. SOCO-CISIS-ICEUTE Angel Álvarez-Arenal, Héctor deLlanos-Lanchares, Elena Martín Fernández, Carlos González-Gutiérrez, Mario Mauvezin-Quevedo, Francisco Javier de Cos Juez
2017	J	`jnl`	Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems. Sensors Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Mario Martínez-Zarzuela, Alastair G. Basden, James Osborn, Francisco Javier Díaz Pernas, Francisco Javier de Cos Juez
2017	—	`conf`	Comparison of the Periimplant Bone Stress Distribution on Three Fixed Partial Supported Prosthesis Designs Under Different Loading. A 3D Finite Element Analysis. SOCO-CISIS-ICEUTE Héctor deLlanos-Lanchares, Angel Álvarez-Arenal, Javier Bobes Bascaran, Carlos González-Gutiérrez, Ana Suárez Sánchez, Francisco Blanco Álvarez
2017	—	`conf`	Outcome Prediction for Salivary Gland Cancer Using Multivariate Adaptative Regression Splines (MARS) and Self-Organizing Maps (SOM). SOCO-CISIS-ICEUTE Paloma Lequerica-Fernández, Ignacio Peña, Fernando Sánchez Lasheras, Francisco Javier Iglesias-Rodríguez, Carlos González-Gutiérrez, Juan Carlos de Vicente
2016	C	`conf`	Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks. ISDA Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
2016	—	`conf`	Using GPUs to Speed up a Tomographic Reconstructor Based on Machine Learning. SOCO-CISIS-ICEUTE Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
2015	—	`conf`	EPIK - Virtual Rehabilitation Platform Devised to Increase Self-reliance of People with Limited Mobility. ICT4AgeingWell Sonia Garrote, Azael J. Herrero, Miguel Pedraza-Hueso, Carlos González-Gutiérrez, María V. Fernández-San Román, Francisco Javier Díaz Pernas, Héctor Menéndez, Cristina M. Ferrero, Mario Martínez-Zarzuela