Zobrazeno 1 - 10
of 1 197
pro vyhledávání: '"Garcia, Esteban"'
Reinforcement learning is a subfield of machine learning that is having a huge impact in the different conventional disciplines, including physical sciences. Here, we show how reinforcement learning methods can be applied to solve optimization proble
Externí odkaz:
http://arxiv.org/abs/2408.15727
Autor:
Ohnmacht, David Christian, Coraiola, Marco, García-Esteban, Juan José, Sabonis, Deividas, Nichele, Fabrizio, Belzig, Wolfgang, Cuevas, Juan Carlos
Publikováno v:
Physical Review B 109, L241407 (2024)
We investigate the detection of quartets in hybrid multiterminal Josephson junctions. Using simple models of quantum dots coupled to superconducting leads, we find that quartets are ubiquitous and show how to rigorously extract their contribution to
Externí odkaz:
http://arxiv.org/abs/2311.18544
Generative adversarial networks (GANs) are one of the most robust and versatile techniques in the field of generative artificial intelligence. In this work, we report on an application of GANs in the domain of synthetic spectral data generation, offe
Externí odkaz:
http://arxiv.org/abs/2307.07454
Publikováno v:
Phys. Rev. Applied. 16, 064006 (2021)
Deep learning is having a tremendous impact in many areas of computer science and engineering. Motivated by this success, deep neural networks are attracting an increasing attention in many other disciplines, including physical sciences. In this work
Externí odkaz:
http://arxiv.org/abs/2109.03114
Autor:
Paniagua-García, Esteban, Perafán-López, Juan C., Nieto-Londoño, César, Vásquez, Rafael E., Sierra-Pérez, Julian, Taborda, Elkin
Publikováno v:
In International Journal of Thermofluids May 2024 22
Autor:
García-Esteban, J.A., Curto, B., Moreno, V., Hernández, F., Alonso, P., Serrano, F.J., Blanco, F.J.
Publikováno v:
In Computers in Biology and Medicine March 2024 170
Publikováno v:
In Current Opinion in Biotechnology February 2024 85
Autor:
Guinea, Jesús, Alcoceba, Eva, Padilla, Eduardo, Ramírez, Aída, De Carolis, Elena, Sanguinetti, Maurizio, Muñoz-Algarra, María, Durán-Valle, Teresa, Quiles-Melero, Inmaculada, Merino, Paloma, González-Romo, Fernando, Sánchez-García, Aída, Gómez-García-de-la-Pedrosa, Elia, Pérez-Ayala, Ana, Mantecón-Vallejo, María Ángeles, Pemán, Javier, Cuétara, María Soledad, Zurita, Nelly Daniela, García-Esteban, Coral, Martínez-Jiménez, María del Carmen, Sánchez Castellano, Miguel Ángel, Reigadas, Elena, Muñoz, Patricia, Escribano, Pilar
Publikováno v:
In Clinical Microbiology and Infection July 2024
Autor:
Marwane Bourqqia-Ramzi, Jesús Mansilla-Guardiola, David Muñoz-Rodriguez, Elisa Quarta, Juan Lombardo-Hernandez, Antonio Murciano-Cespedosa, Francisco José Conejero-Meca, Álvaro Mateos González, Stefano Geuna, María Teresa Garcia-Esteban, Celia Herrera-Rincon
Publikováno v:
International Journal of Molecular Sciences, Vol 25, Iss 11, p 6233 (2024)
The gut microbiome plays a fundamental role in metabolism, as well as the immune and nervous systems. Microbial imbalance (dysbiosis) can contribute to subsequent physical and mental pathologies. As such, interest has been growing in the microbiota
Externí odkaz:
https://doaj.org/article/a1056615e71546b3a828ee839f28c1af
Autor:
Juan Lombardo-Hernández, David Muñoz-Rodríguez, Marwane Bourqqia-Ramzi, Pablo Garcia-Pérez, Antonio Murciano, Stefano Geuna, Francisco Conejero, Alvaro Mateos González, M.T Garcia-Esteban, Celia Herrera-Rincón
Publikováno v:
IBRO Neuroscience Reports, Vol 15, Iss , Pp S227-S228 (2023)
Externí odkaz:
https://doaj.org/article/ad5e5ed244c9445aa5d5d947a3504964