Javier
Martínez Torres
Publicacións nas que colabora con Javier Martínez Torres (10)
2024
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Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models
International Communications in Heat and Mass Transfer, Vol. 151
2023
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Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space
Machine Learning: Science and Technology, Vol. 4, Núm. 2
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Optimisation of LSTM neural networks with NSGA-II and FDA for PV installations characterisation
Engineering Applications of Artificial Intelligence, Vol. 126
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Proof of concept of the potential of a machine learning algorithm to extract new information from conventional SARS-CoV-2 rRT-PCR results
Scientific Reports, Vol. 13, Núm. 1
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Semi-Automatic 3D Reconstruction of Atheroma Plaques from Intravascular Ultrasound Images Using an ad-hoc Algorithm
Mathematics, Vol. 11, Núm. 3
2022
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Optimisation of thermal comfort and indoor air quality estimations applied to in-use buildings combining NSGA-III and XGBoost
Sustainable Cities and Society, Vol. 80
2021
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Simulation of wind speeds with spatio‐temporal correlation
Applied Sciences (Switzerland), Vol. 11, Núm. 8
2020
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A framework for integrating human factors in the early stages of ship design: Application to the mess halls of a surface combatant
Journal of Ship Production and Design, Vol. 36, Núm. 1
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Analysis of naval ship evacuation using stochastic simulation models and experimental data sets
CMES - Computer Modeling in Engineering and Sciences, Vol. 122, Núm. 3, pp. 1-25
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Heat loss coefficient estimation applied to existing buildings through machine learning models
Applied Sciences (Switzerland), Vol. 10, Núm. 24, pp. 1-18