Projects per year
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Dive into the research topics where Vincent Vangrunderbeek is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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FWOSB166: Predictive machine learning of the long-term atmospheric corrosion damage
Vangrunderbeek, V., Hubin, A., Terryn, H. & Van Ingelgem, Y.
1/11/23 → 31/10/27
Project: Fundamental
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Estimating pitting descriptors of 316 L stainless steel by machine learning and statistical analysis
Coelho, L. B., Torres Morillo, D., Vangrunderbeek, V., Bernal, M., Paldino, G. M., Bontempi, G. & Ustarroz, J., Dec 2023, In: npj Materials Degradation. 7, 1, 15 p., 82.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)23 Downloads (Pure) -
Exploring the potential of transfer learning in extrapolating accelerated corrosion test data for long-term atmospheric corrosion forecasting
Vangrunderbeek, V., Coelho, L. B., Zhang, D., Li, Y., Van Ingelgem, Y. & Terryn, H., Dec 2023, In: Corrosion Science. 225, 11 p., 111619.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
Reviewing machine learning of corrosion prediction in a data-oriented perspective
Vangrunderbeek, V., Bertolucci Coelho, L., Van Ingelgem, Y., Terryn, H., Nowe, A., Steckelmacher, D. & Zhang, D., Dec 2022, Reviewing machine learning of corrosion prediction in a data-oriented perspective. 1 ed. npj materials degradation, Vol. 6. p. 56-72 1 p. (npj Materials Degradation).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access127 Citations (Scopus)
Prizes
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EUROCORR 2024 Best oral presentation award
Vangrunderbeek, Vincent (Recipient), 4 Sep 2024
Prize: Prize (including medals and awards)
File
Activities
- 3 Talk or presentation at a conference
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Towards predicting Atmospheric Corrosion Through Knowledge Sharing Strategies in Machine Learning
Vincent Vangrunderbeek (Speaker)
1 Sep 2024 → 5 Sep 2024Activity: Talk or presentation › Talk or presentation at a conference
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Deep transfer learning leveraging the prediction of atmospheric corrosion monitor sensors
Vincent Vangrunderbeek (Speaker)
27 Aug 2023 → 31 Aug 2023Activity: Talk or presentation › Talk or presentation at a conference
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A data-centric review on machine learning of corrosion prediction
Vincent Vangrunderbeek (Speaker)
1 Sep 2022Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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The investigation of the reversibility of the "green" rare earth carboxylate corrosion inhibitor La(4-OHcin)3 on mild steel through an experimental and multi-scale computational approach
Author: Vangrunderbeek, V., Mamme, M. H. & Terryn, H., 4 Jun 2020Student thesis: Master's Thesis