Research output per year
Research output per year
Personal profile
Biography
I am a Research Fellow and data scientist working at the intersection of AI-driven engineering, digital twins, and physics-informed data modelling, with applications in renewable energy systems, structural health monitoring, and environmental hydraulics. My work focuses on designing scalable end-to-end data pipelines and machine learning methods for high-value engineering assets, enabling improved reliability, predictive maintenance, and decision support under uncertainty.
Current focus
I develop and deploy data-driven models for the FastBlade full-scale composite tidal turbine blade testing facility, including: anomaly detection, optimal sensor placement, control-oriented modelling, and digital twin components for structural fatigue testing and asset monitoring.
Previous research
My earlier research addressed river morphodynamics and hydrology, including data-driven and statistical-physics approaches for long-term simulation of meandering river evolution and for automated classification of meander-bend geometries.
Fingerprint
Dive into the research topics where Sergio Lopez Dubon is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Meander Morphology Classifier: Curvature-Spectral Meander Bend Classification and Compound-Bend Latent-Space Workflow
Lopez Dubon, S. (Developer), Sgarabotto, A. (Developer) & Lanzoni, S. (Developer), 2 Jul 2026Research output: Non-textual form › Software
Open Access -
Trained autoencoder and encoder for curvature-spectral analysis of compound meander bends Authors/Creators
Lopez Dubon, S. (Developer), Sgarabotto, A. (Developer) & Lanzoni, S. (Developer), 25 Jun 2026Research output: Non-textual form › Data set/Database
Open Access -
Strandings from space
Clarke, P. (Artist), Cubaynes, H. (Artist), Stockin, K. (Artist), Bowler, E. (Artist), Carlyon, K. (Artist), Marie, A. (Artist), Fretwell, P. T. (Artist), Skachkova, A. (Artist), de Vos, A. (Artist), McConnell, K. (Artist), Medina-Lopez, E. (Artist), Lopez Dubon, S. (Artist) & Jackson, J. A. (Artist), 4 Jun 2026Research output: Non-textual form › Software
Open Access -
LDSFL-Meander: A reduced morphodynamic model for meandering rivers
Lopez Dubon, S. (Artist), Sgarabotto, A. (Artist), Frascati, A. (Artist) & Lanzoni, S. (Artist), 1 May 2026Research output: Non-textual form › Software
Open Access -
Development of a light-weight hybrid concrete-fibre reinforced polymer pedestrian bridge girder with nonlinear load-displacement response
Rathnayaka Mudiyanselage, D., Fernando, D., Cuthill, F., Lopez Dubon, S., McCarthy, E. & Sena Cruz, J., May 2026, In: Composite Structures. 387, 20 p., 120302.Research output: Contribution to journal › Article › peer-review
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Machine Learning in Geomorphology
Lopez Dubon, S. (Assessor)
25 Feb 2026Activity: Academic talk or presentation types › Invited talk
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Root Failure of a Composite Tidal Blade
Lopez Dubon, S. (Assessor)
8 Sept 2025Activity: Academic talk or presentation types › Oral presentation
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Sensor Placement Optimisation for FastBlade Reaction Frame Health Monitoring Using Machine Learning Approaches
Lopez Dubon, S. (Assessor)
7 Sept 2025 → 11 Sept 2025Activity: Academic talk or presentation types › Oral presentation
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Detecting Compound Meanders Bends via Curvature Energy Spectrum using Performer Autoencoders
Lopez Dubon, S. (Assessor)
3 Sept 2025Activity: Academic talk or presentation types › Oral presentation
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Life of a Composite Tidal Blade
Lopez Dubon, S. (Assessor)
6 Aug 2025Activity: Academic talk or presentation types › Oral presentation
Prizes
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Best Paper
Valdivia Camacho, M. A. (Recipient), Munko, M. (Recipient), Cuthill, F. (Recipient), O'Bradaigh, C. (Recipient), McCarthy, E. (Recipient) & Lopez Dubon, S. (Recipient), 14 Sept 2023
Prize: Prize (including medals and awards)
File -
Best Paper
Munko, M. (Recipient), Cuthill, F. (Recipient), Rampen, W. (Recipient), O'Bradaigh, C. (Recipient) & Lopez Dubon, S. (Recipient), 11 Sept 2025
Prize: Prize (including medals and awards)
File -
Demonstration of Industrial Collaboration
Munko, M. (Recipient), O'Bradaigh, C. (Recipient) & Lopez Dubon, S. (Recipient), 20 Feb 2026
Prize: Prize (including medals and awards)
File -
File
Projects
- 3 Active
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Maximising tidal energy generation through Blade Scaling & Advanced Digital Engineering
McCarthy, E. (Principal Investigator), O'Bradaigh, C. (Principal Investigator), Fernando, D. (Co-investigator), Jeffrey, H. (Co-investigator), Lopez Dubon, S. (Co-investigator) & Roy, D. (Co-investigator)
1/01/23 → 30/06/28
Project: Research
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Digital Facility
Lopez Dubon, S. (Principal Investigator), Bosche, F. (Co-investigator) & Cuthill, F. (Co-investigator)
1/09/22 → 30/09/26
Project: Research
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Digital Facility
Lopez Dubon, S. (Principal Investigator), Bosche, F. (Co-investigator) & Cuthill, F. (Co-investigator)
1/09/22 → 30/09/26
Project: Research
Datasets
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Meandering evolution and width variations: a physics-statistics based modeling approach
Lopez Dubon, S. (Creator) & Lanzoni, S. (Supervisor), Zenodo, 20 Oct 2018
DOI: 10.5281/zenodo.1467637, https://doi.org/10.5281/zenodo.1467638
Dataset
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Normal and Anomalous Audio Data Processed with the Wavelet Scattering Transform, Collected During the Operation of FastBlade, a Site for Regenerative Fatigue Testing
Munko, M. (Creator), Lopez Dubon, S. (Creator) & Cuthill, F. (Creator), Zenodo, 7 Dec 2004
DOI: 10.5281/zenodo.14298279, https://zenodo.org/records/14298279
Dataset
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Autoencoder for Meander Bends Classification
Lopez Dubon, S. (Creator), Sgarabotto, A. (Creator) & Lanzoni, S. (Creator), Zenodo, 10 Oct 2024
DOI: 10.5281/zenodo.13913710, https://doi.org/10.5281/zenodo.13913710
Dataset
Press/Media
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Data Science for Tidal Energy - Dr. Sergio Lopez Dubon
11/08/22
1 Media contribution
Press/Media: Other
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