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J

José D. Martín‐Guerrero

University of Valencia

39H-index
265Paper Count
5.5KCitation Count
Published Papers 85
Publication Date
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Addressing the gravitational collapse of a massless scalar field with physics-informed neural networks
errmachine learning: science and technology
IF0
err2026-03-31
err0
errOAAI
errAntonio Ferrer-Sánchez; Nino Villanueva-Espinosa; Carlos Hernani-Morales; Roberto Ruiz de Austri-Bazan; José A Font; José David Martín-Guerrero; Matthew W Choptuik
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errSave
Artificial Intelligence in Nephrology: From Early Detection to Clinical Management of Kidney Diseases
errBioengineering
IF3.7
err2026-03-03
err0
errOAAI
errAlessia Nicosia; Nunzio Cancilla; José David Martín Guerrero; Ilenia Tinnirello; Andrea Cipollina
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errSave
A Machine Learning-Based Surrogate Model of a Hemodialyzer for the Prediction of the Urea Dialyzer Clearance
errARTIFICIAL INTELLIGENCE IN HEALTHCARE, AIIH 2025, PT I
IF0
err2026-01-01
err1
PREAI
errGiordano, Angelo; Cancilla, Nunzio; Martin-Guerrero, Jose D.; Vives-Gilabert, Yolanda; Ciofalo, Michele; Micale, Giorgio; Tamburini, Alessandro
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Performance Comparison of Machine Learning Models for the Prediction of Dialysis Treatment Variables
errARTIFICIAL INTELLIGENCE IN HEALTHCARE, AIIH 2025, PT I
IF0
err2026-01-01
err1
PREAI
errNicosia, A.; Cancilla, N.; Di Liberti, E.; Guerrero, J. D. Martin; Gilabert, Y. Vives; Ferrantelli, A.; Iacono, F.; Brucato, V. M. B.; La Carrubba, V; Tinnirello, I; Cipollina, A.
errShare
errSave
Quantum Machine Learning
errADVANCED QUANTUM TECHNOLOGIES
IF4.3
err2025-11-01
err0
PREAI
errLamata, Lucas; Martin-guerrero, Jose D.
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errSave
Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC era
errEUROPEAN PHYSICAL JOURNAL C
IF4.8
err2025-04-25
err0
errOAAI
errCaron, Sascha; Dobreva, Nadezhda; Sanchez, Antonio Ferrer; Martin-Guerrero, Jose D.; Odyurt, Uraz; Bazan, Roberto Ruiz de Austri; Wolffs, Zef; Zhao, Yue
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errSave
Digital-analog quantum convolutional neural networks for image classification
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-12-11
err0
errOAAI
errSimen, Anton; Flores-Garrigos, Carlos; Hegade, Narendra N.; Montalban, Iraitz; Vives-Gilabert, Yolanda; Michon, Eric; Zhang, Qi; Solano, Enrique; Martin-Guerrero, Jose D.
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errSave
Investigating the fluctuating nature of post-COVID pain symptoms in previously hospitalized COVID-19 survivors: the LONG-COVID-EXP multicenter study
errPAIN REPORTS
IF3.1
err2024-06-01
err4
errOAAI
errFernandez-de-las-Penas, Cesar; Pellicer-Valero, Oscar J.; Martin-Guerrero, Jose D.; Hernandez-Barrera, Valentin; Arendt-Nielsen, Lars
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errSave
Physics-informed neural networks for an optimal counterdiabatic quantum computation
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-05-09
err1
errOAAI
errFerrer-Sanchez, Antonio; Flores-Garrigos, Carlos; Hernani-Morales, Carlos; Orquin-Marques, Jose J.; Hegade, Narendra N.; Cadavid, Alejandro Gomez; Montalban, Iraitz; Solano, Enrique; Vives-Gilabert, Yolanda; Martin-Guerrero, Jose D.
errShare
errSave
Gradient-annihilated PINNs for solving Riemann problems: Application to relativistic hydrodynamics
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-05-01
err4
errOAAI
errFerrer-Sanchez, Antonio; Martin-Guerrero, JoseD.; de Austri-Bazan, Roberto Ruiz; Torres-Forne, Alejandro; Font, Jose A.
errShare
errSave
Trajectory of anxiety/depressive symptoms and sleep quality in individuals who had been hospitalized by COVID-19: The LONG-COVID-EXP multicenter study
errJOURNAL OF PSYCHOSOMATIC RESEARCH
IF3.3
err2024-04-01
err3
errOAAI
errFernandez-de-las-Penas, Cesar; Arias-Navalon, Jose A.; Martin-Guerrero, Jose D.; Pellicer-Valero, Oscar J.; Cigaran-Mendez, Margarita
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errSave
From electronic health records to clinical management systems: how the digital transformation can support healthcare services
errCLINICAL KIDNEY JOURNAL
IF4.6
err2023-07-13
err12
errOAAI
errBarbieri, Carlo; Neri, Luca; Stuard, Stefano; Mari, Flavio; Martin-Guerrero, Josed.
errShare
errSave
Prevalence of Self-Reported Anosmia and Ageusia in Elderly Patients Who Had Been Previously Hospitalized by SARS-CoV-2: The LONG-COVID-EXP Multicenter Study
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2023-06-29
err1
errOAAI
errFernandez-de-las-Penas, Cesar; Ortega-Santiago, Ricardo; Cancela-Cilleruelo, Ignacio; Rodriguez-Jimenez, Jorge; Fuensalida-Novo, Stella; Martin-Guerrero, Jose D.; Pellicer-Valero, Oscar J.; Cigaran-Mendez, Margarita
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errSave
Trajectory of Post-COVID Self-Reported Fatigue and Dyspnoea in Individuals Who Had Been Hospitalized by COVID-19: The LONG-COVID-EXP Multicenter Study
errBIOMEDICINES
IF3.9
err2023-06-29
err6
errOAAI
errFernandez-de-las-Penas, Cesar; Cancela-Cilleruelo, Ignacio; Rodriguez-Jimenez, Jorge; Fuensalida-Novo, Stella; Martin-Guerrero, Jose D.; Pellicer-Valero, Oscar J.; de-la-Llave-Rincon, Ana I.
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errSave
Trajectory of Gastrointestinal Symptoms in Previously Hospitalized COVID-19 Survivors: The Long COVID Experience Multicenter Study
errVIRUSES-BASEL
IF3.5
err2023-05-10
err5
errOAAI
errFernandez-de-las-Penas, Cesar; Torres-Macho, Juan; Guijarro, Carlos; Martin-Guerrero, Jose D.; Pellicer-Valero, Oscar J.; Plaza-Manzano, Gustavo
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errSave
Closed-loop control of a noisy qubit with reinforcement learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-05-05
err5
errOAAI
errDing, Yongcheng; Chen, Xi; Magdalena-Benedito, Rafael; Martin-Guerrero, Jose D.
errShare
errSave
Post-COVID-19 Symptoms 2 Years After SARS-CoV-2 Infection Among Hospitalized vs Nonhospitalized Patients
errJAMA NETWORK OPEN
IF9.7
err2022-11-15
err62
errOAAI
errFernandez-de-Las-Penas, Cesar; Rodriguez-Jimenez, Jorge; Cancela-Cilleruelo, Ignacio; Guerrero-Peral, Angel; Martin-Guerrero, Jose D.; Garcia-Azorin, David; Cornejo-Mazzuchelli, Ana; Hernandez-Barrera, Valentin; Pellicer-Valero, Oscar J.
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errSave
Headache as a COVID-19 onset symptom and post-COVID-19 symptom in hospitalized COVID-19 survivors infected with the Wuhan, Alpha, or Delta SARS-CoV-2 variants
errHEADACHE
IF4
err2022-09-16
err14
errOAAI
errFernandez-de-las-Penas, Cesar; Cuadrado, Maria L.; Gomez-Mayordomo, Victor; Torres-Macho, Juan; Pellicer-Valero, Oscar J.; Martin-Guerrero, Jose D.; Arendt-Nielsen, Lars
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errSave
Differences in Long-COVID Symptoms between Vaccinated and Non-Vaccinated (BNT162b2 Vaccine) Hospitalized COVID-19 Survivors Infected with the Delta Variant
errVACCINES
IF3.4
err2022-09-06
err12
errOAAI
errFernandez-de-las-Penas, Cesar; Ortega-Santiago, Ricardo; Fuensalida-Novo, Stella; Martin-Guerrero, Jose D.; Pellicer-Valero, Oscar J.; Torres-Macho, Juan
errShare
errSave
Memory degradation induced by attention in recurrent neural architectures
errNEUROCOMPUTING
IF6.5
err2022-09-01
err1
errOAAI
errHarvat, Mykola; Martin-Guerrero, Jose D.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Lars Arendt‐Nielsen
H-index: 133 · Papers: 2.5K
C
César Fernández‐de‐las‐Peñas
H-index: 93 · Papers: 1.1K
G
Guang‐Can Guo
H-index: 91 · Papers: 1.7K
G
Gustau Camps‐Valls
H-index: 89 · Papers: 724
J
José A. Font
H-index: 88 · Papers: 507
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