Publicacións nas que colabora con Javier Martínez Torres (12)

2024

  1. Robust optimization of heat-transfer-enhancing microtextured surfaces based on machine learning surrogate models

    International Communications in Heat and Mass Transfer, Vol. 151

2023

  1. 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

  2. Optimisation of LSTM neural networks with NSGA-II and FDA for PV installations characterisation

    Engineering Applications of Artificial Intelligence, Vol. 126

  3. 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

  1. 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

  1. 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

  2. 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

  3. Heat loss coefficient estimation applied to existing buildings through machine learning models

    Applied Sciences (Switzerland), Vol. 10, Núm. 24, pp. 1-18

2013

  1. Classifying slate tile quality using automated learning techniques

    Mathematical and Computer Modelling, Vol. 57, Núm. 7-8, pp. 1716-1721

2012

  1. Slate characterization using 3D laser scanning

    AIP Conference Proceedings

2010

  1. Application of a hybrid 3D-2D laser scanning system to the characterization of slate slabs

    Sensors, Vol. 10, Núm. 6, pp. 5949-5961

  2. Shape functional optimization with restrictions boosted with machine learning techniques

    Journal of Computational and Applied Mathematics, Vol. 234, Núm. 8, pp. 2609-2615