Personal profile
ShortBio
Rubén Mulero holds a M.Sc in Computational Engineering and Intelligent Systems by the University of the Basque Country (UPV/EHU) and has a B.Sc in Computer Engineering by the same university. Rubén has worked in the academic community by deploying systems in intelligent environments following the principle of Smart Cities. Rubén has experience in the recent Machine Learning algorithms as well as experience in intelligent systems. His research interest includes, web of things, intelligent systems and machine learning. Currently he is a PhD candidate developing this thesis around the generalisation of the neuronal networks.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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A training workbench based on transient building models for creating intelligent energy operators
Mulero, R., Garay-Martinez, R., Mendialdua, I. & Arregi, B., 26 Aug 2025, In: Data-Centric Engineering. 6, e42.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
An Early Decision Support Tool for Energy-Focused Renovation of Residential Buildings
Arregi, B., Castelruiz, A., Prataviera, E., Zarrella, A., Bourreau, P., Viot, H., Çetin, M. Y., Fuccaro, M., Alonso, R., Armijos-Moya, T., Konstantinou, T., Mediavilla, A., Vicente-Gómez, N., Mulero, R. & Elguezabal, P., 2024, 2024 9th International Conference on Smart and Sustainable Technologies, SpliTech 2024. Solic, P., Nizetic, S., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Gonzalez-de-Artaza, D.L.-D.-I., Perkovic, T., Catarinucci, L. & Patrono, L. (eds.). Institute of Electrical and Electronics Engineers Inc., (2024 9th International Conference on Smart and Sustainable Technologies, SpliTech 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A review of advanced ground source heat pump control: Artificial intelligence for autonomous and adaptive control
Noye, S., Mulero Martinez, R., Carnieletto, L., De Carli, M. & Castelruiz Aguirre, A., Jan 2022, In: Renewable and Sustainable Energy Reviews. 153, 111685.Research output: Contribution to journal › Review article › peer-review
Open AccessFile96 Citations (Scopus)36 Downloads (Pure) -
A generalization performance study using deep learning networks in embedded systems
Gorospe, J., Mulero, R., Arbelaitz, O., Muguerza, J. & Antón, M. Á., 3 Feb 2021, In: Sensors. 21, 4, p. 1-29 29 p., 1031.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Citations (Scopus)1 Downloads (Pure) -
Designing a generalised reward for Building Energy Management Reinforcement Learning agents
Martinez, R. M., Goikolea, B. A., Beitia, I. M., Martinez, R. G., Mulero, R., Arregi, B., Mendialdua, I. & Garay, R., 8 Sept 2021, unknown. Solic, P., Nizetic, S., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Gonzalez-de-Artaza, D.L.-D.-I., Perkovic, T., Catarinucci, L. & Patrono, L. (eds.). IEEE, p. 1-6 6 p. (2021 6th International Conference on Smart and Sustainable Technologies, SpliTech 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access