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Juan Fernández Salas

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affiliation: University of Granada, Department of Structural Mechanics & Hydraulics Engineering, Spain

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2020 – today

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2024
[j6]
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  - journals/cii/FernandezCKCC24
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Juan Fernández Salas, Matteo Corbetta, Chetan S. Kulkarni, Juan Chiachío, Manuel Chiachío:
Training of physics-informed Bayesian neural networks with ABC-SS for prognostic of Li-ion batteries. Comput. Ind. 155: 104058 (2024)
[j5]
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Juan Fernández Salas, Juan Chiachío, José Barros, Manuel Chiachío, Chetan S. Kulkarni:
Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics. Reliab. Eng. Syst. Saf. 243: 109822 (2024)
2023
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Juan Fernández Salas, Juan Chiachío, Manuel Chiachío, José Barros, Matteo Corbetta:
Physics-guided Bayesian neural networks by ABC-SS: Application to reinforced concrete columns. Eng. Appl. Artif. Intell. 119: 105790 (2023)
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Ali Saleh, Manuel Chiachío, Juan Fernández Salas, Athanasios Kolios:
Self-adaptive optimized maintenance of offshore wind turbines by intelligent Petri nets. Reliab. Eng. Syst. Saf. 231: 109013 (2023)
2022
[j2]
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Juan Fernández Salas, Manuel Chiachío, Juan Chiachío, Rafael Muñoz, Francisco Herrera:
Uncertainty quantification in Neural Networks by Approximate Bayesian Computation: Application to fatigue in composite materials. Eng. Appl. Artif. Intell. 107: 104511 (2022)

2010 – 2019

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2017
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  - journals/sensors/MunozMBPPDFBGAS17
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Pascual Muñoz, Gloria Micó, Luis A. Bru, Daniel Pastor, Daniel Pérez, José David Doménech, Juan Fernández Salas, Rocío Baños, Bernardo Gargallo, Rubén Alemany, Ana M. Sánchez, Josep M. Cirera, Roser Mas, Carlos Domínguez:
Silicon Nitride Photonic Integration Platforms for Visible, Near-Infrared and Mid-Infrared Applications. Sensors 17(9): 2088 (2017)

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