José D. Martín-Guerrero

17 papers B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
A Machine Learning-Based Surrogate Model of a Hemodialyzer for the Prediction of the Urea Dialyzer Clearance.
AIiH (1)
Angelo Giordano, Nunzio Cancilla, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Michele Ciofalo, Giorgio Micale, Alessandro Tamburini
2025 — conf
Performance Comparison of Machine Learning Models for the Prediction of Dialysis Treatment Variables.
AIiH (1)
A. Nicosia, Nunzio Cancilla, E. Di Liberti, José D. Martín-Guerrero, Yolanda Vives-Gilabert, A. Ferrantelli, F. Iacono, Valerio M. B. Brucato, Vincenzo La Carrubba, Ilenia Tinnirello, Andrea Cipollina
2024 J jnl
NRSurNN3dq4: A Deep Learning Powered Numerical Relativity Surrogate for Binary Black Hole Waveforms.
CoRR
Osvaldo Gramaxo Freitas, Anastasios Theodoropoulos, Nino Villanueva, Tiago S. Fernandes, Solange Nunes, José A. Font, António Onofre, Alejandro Torres-Forné, José D. Martín-Guerrero
2024 J jnl
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering.
CoRR
Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs, Yue Zhao, Antonio Ferrer-Sánchez, Roberto Ruiz de Austri Bazan, José D. Martín-Guerrero, Ana Lucia Varbanescu, Sascha Caron
2024 J jnl
Physics-informed neural networks for an optimal counterdiabatic quantum computation.
Mach. Learn. Sci. Technol.
Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J. Orquín-Marqués, Narendra N. Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, José D. Martín-Guerrero
2024 J jnl
TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era.
CoRR
Sascha Caron, Nadezhda Dobreva, Antonio Ferrer-Sánchez, José D. Martín-Guerrero, Uraz Odyurt, Roberto Ruiz de Austri Bazan, Zef Wolffs, Yue Zhao
2023 J jnl
Active Learning in Physics: From 101, to Progress, and Perspective.
CoRR
Yongcheng Ding, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Xi Chen
2023 J jnl
Closed-loop control of a noisy qubit with reinforcement learning.
Mach. Learn. Sci. Technol.
Yongcheng Ding, Xi Chen, José Rafael Magdalena Benedicto, José D. Martín-Guerrero
2023 J jnl
Machine Learning for maximizing the memristivity of single and coupled quantum memristors.
CoRR
Carlos Hernani-Morales, Gabriel Alvarado Barrios, Francisco Albarrán-Arriagada, Yolanda Vives-Gilabert, Enrique Solano, José D. Martín-Guerrero
2023 J jnl
Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation.
CoRR
Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J. Orquín-Marqués, Narendra N. Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, José D. Martín-Guerrero
2023 B conf
Quantum Artificial Intelligence: A tutorial.
ESANN
José D. Martín-Guerrero, Lucas Lamata, Thomas Villmann
2023 J jnl
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer.
Entropy
Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz
2022 J jnl
An Approach to Interfacing the Brain with Quantum Computers: Practical Steps and Caveats.
Int. J. Unconv. Comput.
Eduardo R. Miranda, Satvik Venkatesh, José D. Martín-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano
2022 J jnl
Memory degradation induced by attention in recurrent neural architectures.
Neurocomputing
Mykola Harvat, José D. Martín-Guerrero
2021 J jnl
Active Learning for the Optimal Design of Multinomial Classification in Physics.
CoRR
Yongcheng Ding, José D. Martín-Guerrero, Yujing Song, José Rafael Magdalena Benedicto, Xi Chen
2021 J jnl
Quantum Pattern Recognition in Photonic Circuits.
CoRR
Rui Wang, Carlos Hernani-Morales, José D. Martín-Guerrero, Enrique Solano, Francisco Albarrán-Arriagada
2021 J jnl
Quantum Stream Learning.
CoRR
Yongcheng Ding, Xi Chen, Rafael Magdalena Benedicto, José D. Martín-Guerrero