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Can machine learning predict friction from third body morphology?

Alizée Bouchot , Amandine Ferrieux , Johan Debayle , Guilhem Mollon , Sylvie Descartes
Tribology International, 2024, 193, pp.109361. ⟨10.1016/j.triboint.2024.109361⟩
Article dans une revue hal-04466318v1
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Image processing applied to tribological dry contact analysis

Alizée Bouchot , Amandine Ferrieux , Johan Debayle , Guilhem Mollon , Sylvie Descartes
Wear, 2022, 476, pp.203748. ⟨10.1016/j.wear.2021.203748⟩
Article dans une revue emse-03227664v1
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Lessons learned using machine learning to link third body particles morphology to interface rheology

Rabii Jaza , Guilhem Mollon , Sylvie Descartes , Amandine Paquet , Yves Berthier
Tribology International, 2021, 153, pp.106630. ⟨10.1016/j.triboint.2020.106630⟩
Article dans une revue hal-03213828v1

Towards a quantitative characterization of wear particles using image analysis and machine learning Paper

Alizée Bouchot , Amandine Ferrieux-Paquet , Sylvie Descartes , Guilhem Mollon , Johan Debayle
QCAV 2021 - Fifteenth International Conference on Quality Control by Artificial Vision, May 2021, Tokushima, Japan. pp.1179416, ⟨10.1117/12.2587647⟩
Communication dans un congrès emse-03595709v1

Segmentation and morphological analysis of wear track/particles images using machine learning

Alizée Bouchot , Amandine Ferrieux , Guilhem Mollon , Sylvie Descartes , Johan Debayle
Journal of Electronic Imaging, 2022, pp.051605. ⟨10.1117/1.JEI.31.5.051605⟩
Article dans une revue emse-03727257v1