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Marcel Gabriel Lahoud

Post Doc
Industrial Robotics Facility
Research center
About

In February 2025, I defended my Ph.D. thesis and was awarded a doctorate in Robotics and Bioengineering from Università di Genova. I currently work as a postdoctoral researcher at the Industrial Robotics Facility of the Istituto Italiano di Tecnologia (IIT), where I continue my research in robot control, deep learning for dynamic modeling, and human-robot interaction. My work builds on contributions made during my Ph.D. within the EU Horizon 2020 SoftManBot project, focused on developing dexterous robotic grippers for industrial applications.

I hold a degree in Mechanical Engineering from Universidad Central de Venezuela (UCV), where I graduated in 2016 with a thesis on parallel kinematic robots for additive manufacturing. Between 2016 and 2018, I taught classical mechanics at UCV and worked as a project engineer, developing process improvements and a Virtual Reality digital twin application for industrial use.

In 2018, I moved to France to pursue a master’s degree in robotics at École Centrale de Nantes, completing my thesis at Tokyo University of Agriculture and Technology. There, I developed a control framework for robotic assembly using model-based control, compliance control, and visual servoing. This international academic background laid the foundation for my current research in advanced robotic manipulation and adaptive control strategies.

Education

Title: Ph.D. Robotics and Bioengineering
Institute: Istituto Italiano di Tecnologia - Università di Genova
Location: Genoa
Country: Italy
From: 2021 To: 2025

Title: MSc. Control and Robotics
Institute: Ecole Centrale de Nantes
Location: Nantes
Country: France
From: 2018 To: 2020

Experience External

Title: Research Intern
Institute: GVLab, Tokyo University of Agriculture and Technology
Location: Tokyo
Country: Japan
From: 2020 To: 2020

Title: Project Engineer and Head of Development Department
Institute: Grupo123,C.A.
Location: Caracas
Country: Venezuela
From: 2017 To: 2018

Title: Professor
Institute: Universidad Central de Venezuela
Location: Caracas,
Country: Venezuela
From: 2016 To: 2018

Title: Academic Tutor in Classical Mechanics
Institute: Universidad Central de Venezuela
Location: Caracas
Country: Venezuela
From: 2012 To: 2016

All Publications
2024
Ahmad J., Frascella S., Dassiè F., Lahoud M. G., Marchello G., Cannella F., Traviglia A.
AAPOE: Automated Artifacts Position and Orientation Estimation in Cultural Heritage
MESA 2024 - 20th International Conference on Mechatronic, Embedded Systems and Applications, Proceedings, pp. 1-7
Conference Paper Conference
2024
Lahoud M., Marchello G., DImperio M., Müller A., Cannella F.
A Deep Learning Framework for Non-Symmetrical Coulomb Friction Identification of Robotic Manipulators
2024 IEEE International Conference on Robotics and Automation (ICRA), pp. 10510-10516
Conference Paper Conference
2024
Lahoud M., Müller A., Marchello G., D'Imperio M., Cannella F.
Optimizing Performance of Robots with Closed Control Architecture: Deep Learning-Enhanced Model-Based Control
Austrian Symposium on AI, Robotics, and Vision 2024, vol. 1, pp. 399
Conference Paper Conference
2024
Lahoud M., Giovanelli R., Traviglia A., Marchello G.
Precision Robotics for Artifact Scanning: Leveraging a DeLaN-Based Control Approach for Archaeological Preservation
European Robotics Forum 2024, vol. 33
Conference Paper Conference
2024
Lahoud M., Marchello G., Fontana E., Meddahi A., Baizid K., Heravi F. N., Abidi H., DImperio M., Cannella F.
Vision-Based Path Planning for Autonomous Robotic Fabric Layering with a Sewing Machine
European Robotics Forum 2024, vol. 32
Conference Paper Conference