Talks
My conference presentations and poster sessions at academic venues.
Conference Presentations
ESCAPE 35
35th European Symposium on Computer Aided Process Engineering (ESCAPE)
Oral PresentationKnowledge Discovery in Large-Scale Batch Processes through Explainable Boosted Models and Uncertainty Quantification: Application to Rubber Mixing
Date: July 9, 2025
Location: Ghent, Belgium
Authors: L. Berthier1,2, A. Shokry1,*, E. Moulines1, S. Desroziers2, G. Ramelet2
1 Centre de Mathématiques Appliquées, CNRS, École Polytechnique, Institut Polytechnique de Paris
2 Explore, Industry 4.0, Manufacture Française des Pneumatiques Michelin
Selected to deliver an oral presentation at ESCAPE 35, one of the premier European conferences in process engineering. Presented research with practical applications to rubber mixing processes in tire manufacturing.
Posters
Knowledge Discovery in Large-Scale Batch Processes
Best Poster December 2024 · Paris, France
Welcome Day IP Paris
L. Berthier, A. Shokry, E. Moulines, S. Desroziers, G. Ramelet
Knowledge Discovery · Large-Scale Batch Processes · Uncertainty Quantification · Explainability
Presented research on explainability for knowledge discovery in large-scale batch processes with a focus on uncertainty quantification.
Awarded Best Poster in the "Mathematics" category.
A Framework for Knowledge Discovery in Rubber Mixing Processes
November 2024 · Clermont-Ferrand, France
Michelin Doctoral Day
L. Berthier, A. Shokry, E. Moulines, S. Desroziers, G. Ramelet
Knowledge Discovery · Rubber Mixing · Explainability · Uncertainty Quantification · Machine Learning
Presented research dealing with explainability and uncertainty quantification using machine learning models considering offline batch processes.
2DSBG: A 2d Semi Bi-Gaussian Filter for Line Feature Detection
June 2023 · Rhodes, Greece
ICASSP 2023
L. Berthier, A. Ruggiero, M. Pie-Tapia, G. Sakhi Shokouh, B. Magnier
Computer Vision · Feature Detection · Image Processing · Signal Processing
Presented research on a novel approach to line feature detection in images using 2D Semi Bi-Gaussian filters.