Personal profile
ShortBio
I am a researcher in the fields of machine learning, optimization and data engineering working in TECNALIA (Spain). I have a MSc in Data Science from City, University of London (2017). I received my PhD in Clinical Research by Imperial College London in 2012. I have 6 years working experience in developing and implementing software applications based on machine learning to tackle real-life problems in the sectors of manufacturing, life-science research, healthcare, and operation and maintenance of energy production plants.
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
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Collaborations and top research areas from the last five years
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A Self-Supervised Machine Learning Approach for the Estimation of Open-Circuit Voltage Degradation in Photovoltaic Systems
Riaño, S., Santos, J. D., Esteras, M., Abanda, A. & Del Ser, J., 2026, (Accepted/In press) In: Progress in Photovoltaics: Research and Applications.Research output: Contribution to journal › Article › peer-review
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Data-driven methodology for building energy flexibility optimization through the application of machine learning algorithms
Maqueda, E., Esteras, M., Eguia, P., Ispizua, B., Jimeno, J., Crespo, A., Pimenta, P. & Marques, M. I., 15 Jun 2026, In: Energy and Buildings. 361, 117489.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A methodology for expert knowledge imbrication in mooring system design using Bayesian based optimization
Aristondo, A., Abanda, A., Esteras, M., Nava, V. & Penalba, M., 2025, Innovations in Renewable Energies Offshore - Proceedings of the 6th International Conference on Renewable Energies Offshore, RENEW 2024. Soares, C. G. & Wang, S. (eds.). CRC Press/Balkema, p. 361-367 7 p. (Innovations in Renewable Energies Offshore - Proceedings of the 6th International Conference on Renewable Energies Offshore, RENEW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Combining physics-based and data-driven methods in metal stamping
Abanda, A., Arroyo, A., Boto, F. & Esteras, M., Apr 2025, In: Journal of Intelligent Manufacturing. 36, 4, p. 2583-2599 17 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Uncertainty-aware Bayesian optimisation framework for the design of floating offshore wind turbines
Aristondo, A., Nava, V., Penalba, M. & Esteras, M., 30 Dec 2025, In: Ocean Engineering. 342, 123080.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)1 Downloads (Pure)
Thesis
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Development of methods for the study of the role of the Smc5-Smc6 complex in DNA stability
Esteras Bejar, M. (Author), 2012Doctoral thesis: Doctoral Thesis