Towards Predicting System Disruption in Industry 4.0: Machine Learning-Based Approach. - Bouziane Brik; Belgacem Bettayeb; M'hammed Sahnoun; Fabrice Duval (ANT/EDI40, 2019)

A New Dataset of People Flow in an Industrial Site with UWB and Motion Capture Systems. - Mickael Delamare; Fabrice Duval; Rémi Boutteau (Sensors, 2020)

Synthetic Datasets for 6D Pose Estimation of Industrial Objects: Framework, Benchmark and Guidelines. - Aristide Laignel; Nicolas Ragot; Fabrice Duval; Sarah Ouarab (ICIEA-EU, 2024)

Industrial Object Detection: Leveraging Synthetic Data for Training Deep Learning Models. - Sarah Ouarab; Rémi Boutteau; Katerine Romeo; Christèle Lecomte; Aristid Laignel; Nicolas Ragot; Fabrice Duval (ICIEA-EU, 2024)

The Augmented Perception: An emerging approach towards resilient manufacturing systems involving robotic agents and digital twin. - Yassine Feddoul; Nicolas Ragot; Fabrice Duval; Vincent Havard; David Baudry (Adv. Eng. Informatics, 2025)