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Grégoire Corlùy - PhD student in machine learning for engineering applications
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publications
Progress variable optimization in a hydrogen flame for reduced-order modeling using an encoder-decoder
Published in the Proceedings of the 1st International Symposium of AI and Fluid Mechanics, 2025
Progress variable optimization: Effects on the manifold topology and reduced-order modeling
Published in Under review in Energy and AI, 2026
Recommended citation: G. Corlùy, K. Zdybał, A. Parente - Progress variable optimization: Effects on the manifold topology and reduced-order modeling, under review for "Energy&AI", volume, (2026) page
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Neural networks and their applications in engineering
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Progress variable optimization in a hydrogen flame for reduced-order modeling using an encoder-decoder
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Reduced-Order Modeling With An Optimized Progress Variable For A Hydrogen Flame
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teaching
Teaching assistant for ‘Data-driven engineering’ MA1 course
MA1 course for engineering students, Université Libre de Bruxelles, 2025
Teaching assistant for the course of “Data-driven engineering” given to MA1 students in engineering at the ULB.
The exercises sessions consisted of hands-on exercises in Python about regression, PCA, POD, clustering, bayesian statistics, neural networks…
Supervision of student’s research projects
Supervision, Université Libre de Bruxelles, 2025
Throughout my PhD, I supervised Master’s students during their research projects.