Research output per year
Research output per year
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Dive into the research topics where Francisco De Nolasco Santos is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks
De Nolasco Santos, F., D'Antuono, P., Robbelein, K., Noppe, N., Weijtjens, W. & Devriendt, C., Mar 2023, In: Renewable Energy. 205, p. 461-474 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Towards a Fleetwide Data-Driven Lifetime Assessment Methodology of Offshore Wind Support Structures Based on SCADA and SHM Data
De Nolasco Santos, F., Robbelein, K., D'Antuono, P., Noppe, N., Weijtjens, W. & Devriendt, C., 2023, European Workshop on Structural Health Monitoring: EWSHM 2022. Rizzo, P. & Milazzo, A. (eds.). Springer International Publishing, Vol. 253. p. 123–132 10 p. (Lecture Notes in Civil Engineering; vol. 253).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
1 Citation (Scopus) -
Anomaly detection and representation learning in an instrumented railway bridge
Bel-Hadj, Y., De Nolasco Santos, F. & Weijtjens, W., 2022, ESANN 2022 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium) and online event, 5-7 October 2022, i6doc.com publ., ISBN 978287587084-1. Available from http://www.i6doc.com/en/. p. 299-304 6 p. 29Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Data-driven farm-wide fatigue estimation on jacket-foundation OWTs for multiple SHM setups
De Nolasco Santos, F., Noppe, N., Weijtjens, W. & Devriendt, C., 8 Feb 2022, In: Wind Energy Science. 7, 1, p. 299-321 23 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Citations (Scopus) -
Minkowski logarithmic error: A physics-informed neural network approach for wind turbine lifetime assessment
De Nolasco Santos, F., D'Antuono, P., Noppe, N., Weijtjens, W. & Devriendt, C., 2022, European Symposium on Artificial Neural Networks 2022. European Symposium on Artificial Neural Networks, p. 357-362 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access
Datasets
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Data from: Delegation to artificial agents fosters prosocial behaviors in the collective risk dilemma
Fernandez Domingos, E. (Creator), Terrucha, I. (Creator), Suchon, R. (Creator), Grujic, J. (Creator), Burguillo, J. C. (Creator), De Nolasco Santos, F. (Creator) & Lenaerts, T. (Creator), DRYAD, 18 May 2022
Dataset
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Multivariate prediction on wake-affected wind turbines using graph neural networks (Eurodyn) database
De Nolasco Santos, F. (Creator), Duthé, G. (Creator), Abdallah, I. (Creator), Réthoré, P. (Researcher), Weijtjens, W. (Supervisor), Chatzi, E. (Supervisor) & Devriendt, C. (Supervisor), Zenodo, 22 Mar 2023
Dataset
Prizes
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Best Paper Award (2nd place, ex-aequo)
De Nolasco Santos, Francisco (Recipient), Robbelein, Koen (Recipient), D'Antuono, Pietro (Recipient), Noppe, Nymfa (Recipient), Weijtjens, Wout (Recipient) & Devriendt, Christof (Recipient), 6 Jul 2022
Prize: Prize (including medals and awards)
Activities
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Long-term stay at ETH Zürich
Francisco De Nolasco Santos (Participant) & Eleni Chatzi (Recipient)
1 Sep 2022 → 23 Dec 2022Activity: Other › Research and Teaching at External Organisation
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Launch by ETH Entrepreneur Club / AI+X Summit by ETH AI Center
Francisco De Nolasco Santos (Participant)
14 Oct 2022Activity: Participating in or organising an event › Participation in workshop, seminar
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Physics-informed machine learning approach for structural health monitoring in offshore wind turbines
Francisco De Nolasco Santos (Speaker)
9 Jun 2022Activity: Talk or presentation › Talk or presentation at a conference
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Fleet-wide fatigue assessment employing SCADA and accelerometers
Francisco De Nolasco Santos (Speaker), Nymfa Noppe (Contributor), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
25 May 2021Activity: Talk or presentation › Talk or presentation at a conference
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Two-tier model for wind turbine fatigue assessment based on SCADA-dependent neural networks
Francisco De Nolasco Santos (Speaker)
30 Jun 2021 → 2 Jul 2021Activity: Talk or presentation › Talk or presentation at a conference