Sylvain Chabanet Doctorant au sein de laboratoire CRAN-UMR 7039, Université de Lorraine. La thèse est encadrée par Pr Hind Bril El-Haouzi et co-encadrée par MdC Philippe Thomas. Elle est fiancée pour moitié par le projet ANR Lor-IA et pour moitié par la région Grand-est.

Identifiants chercheurs

IdHAL :

sylvain-chabanet

ORCID :

0000-0002-3706-293X

Publications

Communication dans un congrès (9)

Toward an incremental Anderson-Darling algorithm for drift detection on cable-driven robots Sylvain Chabanet,Tadjou-Junor Yanis Tadjouddine,Jean-François Antoine,Atal Anil Kumar,Thibaut Raharijaona MECATRONICS-REM 2025, Dec 2025, Paris, France Communication dans un congrès hal-05442568v1
CoreSelect: a new approach to select landmarks for dissimilarity space embedding Sylvain Chabanet,Philippe Thomas,Hind Bril El Haouzi 15th International Joint Conference on Computational Intelligence, IJCCI 2023, International Conference on Neural Computation Theory and Applications, NCTA 2023, Nov 2023, Rome, Italy Communication dans un congrès hal-04312913v1
An object-oriented architecture to couple simulators and their machine learning surrogates models in the context of digital shadows Sylvain Chabanet,Emmanuel Zimmermann,Philippe Thomas,Hind Bril El Haouzi 22nd IFAC World Congress, IFAC 2023, Jul 2023, Yokohama, Japan. ⟨10.1016/j.ifacol.2023.10.1051⟩ Communication dans un congrès hal-04201293v1
Toward a self-adaptive digital twin based active learning method: an application to the lumber industry Sylvain Chabanet,Hind Bril El Haouzi,Philippe Thomas 14th IFAC Workshop on Intelligent Manufacturins Systems, IMS 2022, Mar 2022, Tel Aviv, Israel Communication dans un congrès hal-03627198v1
A comparison of wood log dissimilarities to predict sawmill output with k-Nearest Neighbor algorithms Sylvain Chabanet,Mathis Dumas,Hind Bril El-Haouzi,Philippe Thomas 4th International Conference on Advances in Signal Processing and Artificial Intelligence, ASPAI' 2022, Oct 2022, Corfu, Greece Communication dans un congrès hal-04061108v1
Toward a sawmill digital shadow based on coupled simulation and supervised learning models Sylvain Chabanet,Hind Bril El Haouzi,Philippe Thomas 12th International Workshop on Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, SOHOMA’22, Sep 2022, Bucharest, Romania Communication dans un congrès hal-03835261v1
Medoid-based MLP: an application to wood sawing simulator metamodeling Sylvain Chabanet,Philippe Thomas,Hind Bril El-Haouzi 13th International Conference on Neural Computation Theory and Applications, NCTA 2021, Oct 2021, Online streaming, Portugal Communication dans un congrès hal-03404548v1
A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process Sylvain Chabanet,Philippe Thomas,Hind Bril El-Haouzi,Michael Morin,Jonathan Gaudreault 17th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2021, Jun 2021, Budapest (virtual), Hungary Communication dans un congrès hal-03269333v1
Dissimilarity to class medoids as features for 3D point cloud classification Sylvain Chabanet,Valentin Chazelle,Philippe Thomas,Hind Bril El-Haouzi IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2021, Nantes, France. pp.573-581, ⟨10.1007/978-3-030-85906-0_62⟩ Communication dans un congrès hal-03334543v1

Article dans une revue (4)

Active learning confidence measures for coupling strategies in digital twins integrating simulation and data-driven submodels Sylvain Chabanet,Hind Bril El-Haouzi,Philippe Thomas Simulation Modelling Practice and Theory, 2025, 140, pp.103092. ⟨10.1016/j.simpat.2025.103092⟩ Article dans une revue hal-05466448v1
MLP based on dissimilarity features: An application to wood sawing simulator metamodeling Sylvain Chabanet,Philippe Thomas,Hind Bril El-Haouzi SN Computer Science, 2023, 4 (4), pp.408. ⟨10.1007/s42979-023-01852-8⟩ Article dans une revue hal-04323554v1
Toward digital twins for sawmill production planning and control: Benefits, opportunities, and challenges Sylvain Chabanet,Bril El-Haouzi,Michael Morin,Jonathan Gaudreault,Philippe Thomas International Journal of Production Research, 2023, 61 (7), pp.2190-2213. ⟨10.1080/00207543.2022.2068086⟩ Article dans une revue hal-03627182v2
Coupling digital simulation and machine learning metamodel through an active learning approach in Industry4.0 context Sylvain Chabanet,Hind Bril El-Haouzi,Philippe Thomas Computers in Industry, 2021, 133, pp.103529. ⟨10.1016/j.compind.2021.103529⟩ Article dans une revue hal-03325460v1

Thèse (1)

Contributions aux ombres et jumeaux numériques dans l’industrie : proposition d’une stratégie de couplage entre modèles de simulation et d’apprentissage automatique appliquée aux scieries Sylvain Chabanet Automatique / Robotique. Université de Lorraine, 2023. Français. ⟨NNT : 2023LORR0131⟩ Thèse tel-04257342v1