Javier
Martínez Torres
Javier Martínez Torres-rekin lankidetzan egindako argitalpenak (12)
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
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
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
2013
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Classifying slate tile quality using automated learning techniques
Mathematical and Computer Modelling, Vol. 57, Núm. 7-8, pp. 1716-1721
2012
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Slate characterization using 3D laser scanning
AIP Conference Proceedings
2010
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Application of a hybrid 3D-2D laser scanning system to the characterization of slate slabs
Sensors, Vol. 10, Núm. 6, pp. 5949-5961
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Shape functional optimization with restrictions boosted with machine learning techniques
Journal of Computational and Applied Mathematics, Vol. 234, Núm. 8, pp. 2609-2615