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- Mulero R, Garay-Martinez R, Mendialdua I, Arregi B. A training workbench based on transient building models for creating intelligent energy operators, Data-Centric Engineering, 2025, https://doi.org/10.1017/dce.2025.10016
- Alaeddine Hajri, Roberto Garay-Marinez, Ana M. Macarulla, Mohamed Amin Ben Sassi, Data-Driven Model for Heat Load Prediction in Buildings Connected to District Heating Networks, Energy, 2025, https://doi.org/10.1016/j.energy.2025.136684
- Nicola Borgato, Sara Bordignon, Enrico Prataviera, Roberto Garay-Martinez, Angelo Zarrella, Enhanced methodology for disaggregating space heating and domestic hot water heat loads of buildings in district heating networks, Applied Thermal Engineering, 2025, https://doi.org/10.1016/j.applthermaleng.2024.125296
- Gazzin, R., De Michele, G., Pernigotto, G., Gasparella, A., & Garay-Martinez, R. Sensitivity Analysis of the Uncertainty of the Heat-Flux Method for In-Situ Thermal Conductance Assessment in Glazed Façades. Buildings, 2025, https://doi.org/10.3390/buildings15193504
- Lumbreras, M.; Garay-Martinez, R.; Diarce, G.; Martin-Escudero, K.; Arregi, B. Improving Building Heat Load Forecasting Models with Automated Identification and Attribution of Day Types, Buildings, 2025, https://doi.org/10.3390/buildings15193604
- Iñigo Lopez-Villamor, Olaia Eguiarte, Beñat Arregi, Roberto Garay-Martinez, Antonio Garrido-Marijuan, Time of the week AutoRegressive eXogenous (TOW-ARX) model to predict thermal consumption in a large commercial mall, Energy Conversion and Management: X, 2024, https://doi.org/10.1016/j.ecmx.2024.100777
- Haile, Misrak Girma, Roberto Garay-Martinez, Ana M. Macarulla, Review of Evaporative Cooling Systems for Buildings in Hot and Dry Climates, Buildings, 2024. https://doi.org/10.3390/buildings14113504
- Beñat Arregi, Roberto Garay-Martinez, Juan Carlos Ramos, Estimation of thermal resistance and capacitance of a concrete wall from in situ measurements: A comparison of steady-state and dynamic models, Energy and Buildings, 2023, https://doi.org/10.1016/j.enbuild.2023.113393
- Garay-Martinez R, Arregi B, Lumbreras M. Surface heat transfer coefficients in building envelopes: Uncertainty levels in experimental methods. Journal of Building Physics, 2023, https://doi.org/10.1177/17442591221150250
- Mikel Lumbreras, Gonzalo Diarce, Koldobika Martin, Roberto Garay-Martinez, Beñat Arregi, Unsupervised recognition and prediction of daily patterns in heating loads in buildings, Journal of Building Engineering, 2023, https://doi.org/10.1016/j.jobe.2022.105732
- Tony Castillo-Calzadilla, Roberto Garay-Martinez, Cristina Martin Andonegui, Holistic Fuzzy Logic methodology to assess Positive Energy District (PathPED), Sustainable Cities and Society, 2022, https://doi.org/10.1016/j.scs.2022.104375
- Mikel Lumbreras, Roberto Garay-Martinez, Beñat Arregi, Koldobika Martin-Escudero, Gonzalo Diarce, Margus Raud, Indrek Hagu, Data driven model for heat load prediction in buildings connected to District Heating by using smart heat meters, Energy, 2022, https://doi.org/10.1016/j.energy.2021.122318
- Olaia Eguiarte, Antonio Garrido-Marijuan, Roberto Garay-Martinez, Margus Raud, Indrek Hagu, Data-driven assessment for the supervision of District Heating Networks, Energy Reports, 2022, https://doi.org/10.1016/j.egyr.2022.10.212
- Markel Eguizabal, Roberto Garay-Martinez, Iván Flores-Abascal, Simplified model for the short-term forecasting of heat loads in buildings, Energy Reports, 2022, https://doi.org/10.1016/j.egyr.2022.10.224
- Torres, J.; Garay-Martinez, R.; Oregi, X.; Torrens-Galdiz, J.I.; Uriarte-Arrien, A.; Pracucci, A.; Casadei, O.; Magnani, S.; Arroyo, N.; Cea, A.M. Plug and Play Modular Façade Construction System for Renovation for Residential Buildings. Buildings, 2021, https://doi.org/10.3390/buildings11090419
- Mikel Lumbreras, Roberto Garay, Energy & economic assessment of façade-integrated solar thermal systems combined with ultra-low temperature district-heating, Renewable Energy, 2020, https://doi.org/10.1016/j.renene.2020.06.019
- Wen Pan, Kepa Iturralde, Thomas Bock, Roberto Garay-Martinez, Olga Macias Juez, Pietro Finocchiaro, A Conceptual Design of an Integrated Façade System to Reduce Embodied Energy in Residential Buildings, Sustainability, 2020, https://doi.org/10.3390/su12145730
- Beñat Arregi, Roberto Garay-Martinez, Julen Astudillo, Miriam García, Juan Carlos Ramos, Experimental and numerical thermal performance assessment of a multi-layer building envelope component made of biocomposite materials, Energy and Buildings, 2020, https://doi.org/10.1016/j.enbuild.2020.109846.
- Roberto Garay Martinez, Daniel Chemisana, Amaia Uriarte Arrien, Dynamic performance assessment of multidimensional heat transfer in buildings, Journal of Building Engineering, 2019, https://doi.org/10.1016/j.jobe.2019.100893
- Garay Martinez, Roberto, Hybrid numerical and experimental performance assessment of structural thermal bridge retrofits. Journal of Facade Design and Engineering, 2018, https://doi.org/10.7480/jfde.2018.2.2206.
- Mikel Lumbreras, Roberto Garay, Koldobika Martin, Unglazed Solar Thermal Systems for Building Integration, coupled with District Heating Systems. Conceptual Definition, Cost and Performance Assessment. Journal of Facade Design and Engineering, 2018, https://doi.org/10.7480/jfde.2018.2.2085
- Roberto Garay Martinez, Alberto Riverola, Daniel Chemisana, Disaggregation process for dynamic multidimensional heat flux in building simulation, Energy and Buildings, 2017, https://doi.org/10.1016/j.enbuild.2017.05.029
- Garay-Martinez, Roberto, Arregi-Goikolea, Beñat, Bonnami, Paul et al., Conceptualización, Desarrollo Y Caracterización Térmica De Un Colector Solar No Acristalado Para Integración En Fachada /Concept, Development And Thermal Characterization Of An Unglazed Solar Thermal Collector For Façade Integration, DYNA, 2017 http://dx.doi.org/10.6036/8108.
- Roberto Garay Martinez, Eunate Goiti, Gudrun Reichenauer, Shanyu Zhao, Matthias Koebel, Aitor Barrio, Thermal assessment of ambient pressure dried silica aerogel composite boards at laboratory and field scale, Energy and Buildings, 2016, https://doi.org/10.1016/j.enbuild.2016.06.071.
- Kolaitis, Dionysios I.; Garay Martinez, Roberto; Founti, Maria A.. An Experimental And Numerical Simulation study of an active solar wall enhanced with phase change materials. Journal of Facade Design and Engineering, 2015, https://doi.org/10.7480/jfde.2015.1.920.
- Elguezabal Esnarrizaga, Peru; Garay Martinez, Roberto. Experiences When Employing Different Alternatives For Envelope Upgrading Journal Of Facade Design And Engineering, 2015, https://doi.org/10.7480/jfde.2015.1.921.
- Roberto Garay, Amaia Uriarte, Inés Apraiz, Performance assessment of thermal bridge elements into a full scale experimental study of a building façade, Energy and Buildings, 2014, https://doi.org/10.1016/j.enbuild.2014.09.024