{"id":10880,"date":"2020-09-23T17:15:22","date_gmt":"2020-09-23T15:15:22","guid":{"rendered":"https:\/\/lineact.cesi.fr\/?page_id=10880"},"modified":"2026-04-03T14:42:36","modified_gmt":"2026-04-03T12:42:36","slug":"engineering-and-numerical-tools-phd-thesis","status":"publish","type":"page","link":"https:\/\/lineact.cesi.fr\/en\/engineering-and-numerical-tools\/engineering-and-numerical-tools-phd-thesis\/","title":{"rendered":"Engineering and Numerical Tools PhD Thesis"},"content":{"rendered":"\n<div class=\"wp-block-group section hero is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-wrapper is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-core is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group hero__text-edito has-yellow-background-color has-background is-layout-flow wp-block-group-is-layout-flow\"><h1 class=\"title--1 is-style-title-cesi-underline wp-block-post-title\"><span>Engineering and Numerical Tools PhD Thesis<\/span><\/h1>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Learn more about PhD Thesis currently in progress or defended <\/p><\/div><\/div>\n\n\n\n<div class=\"wp-block-group hero__text-nav smaller-font is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading hero__text-nav-title\">Dans cette page&nbsp;:<\/h2>\n\n\n\n<ul class=\"wp-block-list list-slug\">\n<li class=\"encours\"><a href=\"#progress\">PhD Thesis in progress<\/a><\/li>\n\n\n\n<li><a href=\"#defented\">PhD Thesis defended<\/a><\/li>\n\n\n\n<li><a href=\"#HDR\">HDR<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div id=\"encours\" class=\"wp-block-group section is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\" id=\"progress\"><span><strong><strong>PhD Thesis in progress<\/strong><\/strong><\/span><\/h2>\n\n\n\n<p class=\"title--3\">Since 2025<\/p>\n\n\n\n<p><strong>Youssef AMHAOUD<\/strong><br><em>Optimization of Local Self-Consumption and Energy Management in Commercial Buildings<\/em><br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: A. BOODI (CESI), I. IHSANE (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Mohamed BACHAR<br><\/strong><em>Intelligent Robotic Navigation and Localization System in an Industrial Environment<\/em><br>Advisor: Yuehua DING (CESI)<br>Co-advisor: Ilyass ABOUELAZIZ (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Julien BRELOT<\/strong><br><em>Distributed and Resilient Task Scheduling on Heterogeneous and Dynamic Edge-Computing Infrastructures<br><\/em>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: Jean-Fran\u00e7ois DOLLINGER (CESI), Simon CAILLARD (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Edgar FRIXONS<\/strong><br><em>Toward Proactive Intelligence: Contextual and Environmental Information and Gesture Recognition to Characterize Affordances in Human-Machine Interactions<\/em><br>Advisor: Y. DING (CESI)<br>Co-advisors: Y. MOURCHID (CESI), N. RAGOT (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Yesmine JEMMALI<\/strong><br><em>Voice control and interaction for assistive robotics in multi-user environments<\/em><br>Advisor: Yuehua DING (CESI)<br>Co-advisors: Leila BEN LETAIFA (CESI), Jean-Fran\u00e7ois DOLLINGER (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Yaha-Sadek MAACHOU<\/strong><br><em>Hybrid Approaches for Failure Prediction in Complex and Uncertain Industrial Systems<\/em><br>Advisor: Samir OUCHANI (CESI)<br>Co-advisors: Meriem HAFSI (CESI), Safa BEN AYED (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Mohamed Youssef MEMMI<\/strong><br><em>Generation of human motion and creation of databases using AI techniques for action recognition in an industrial context<\/em><br>Advisor: V. HAVARD (CESI)<br>Co-advisor: D. BAUDRY (CESI)<br>Co-supervisor: Vincent WEISTROFFER (CEA)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Hector RAVON<\/strong><br><em>Toward adhesive assemblies and recyclable composites using vitrimers<\/em><br>Advisor: S. DE BARROS (CESI)<br>Co-advisors: Romain GRANGEAT (CESI), Mohamed Larbi KADRI (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Edmond SAMIA<\/strong><br><em>Optimization of trajectory planning for multi-arm robots using artificial intelligence and digital twins<\/em><br>Advisor: Yuehua DING (CESI)<br>Co-advisors: Alexandre PARANT (CESI), Laurent ARCESE (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Rakshit SONI<br><\/strong><em>Improved understanding of a pedestrian\u2019s intention for self-driving through collaborative perception<\/em><br>CIFRE Thesis \u2013 STELLANTIS<br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: V. HAVARD (CESI), Y. MOURCHID (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<h3 class=\"wp-block-heading title--3\">Since 2024<\/h3>\n\n\n\n<p><strong>Fouad AL TFAILY<\/strong><br><em>Intrusion detection mechanism for cyber-physical systems based on federated GNNs<\/em><br>Advisor: M. ZGHAL (CESI)<br>Co-advisors: Z. GHALMANE (CESI), A. BRAHMIA (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Germain Junior AVOSSEVOU<br><\/strong><em>Bio-inspired approach for optimizing task planning and allocation in a multi-agent system: application to industrial inspection in uncertain environments<\/em><br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: A. NAIT-CHABANE (CESI), O. GUENOUNOU (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Lilian BECKER<\/strong><br><em>Environmental assessment and multi-criteria decision-making for the integration of bio-based composite materials into industrial tooling<\/em><br>CIFRE Thesis \u2013 eXcent<br>Advisor: S. DE BARROS (CESI)<br>Co-advisors: A. NAIT-CHABANE (CESI), R. GRANGEAT (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Yasser Abdelghani CHABRI<\/strong><br><em>Simulation-optimization for a resilient Gigafactory<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-advisors: B. BETTAYEB (CESI), M. HAFSI (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Sunil CHOUDHARY<\/strong><br><em>Estimation of the placement of weakly textured objects in an industrial context<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: N. RAGOT (CESI), V. HAVARD (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Harouna DEMBA<\/strong><br><em>Optimizing Supplier Quality Assurance in the Context of Formulation\/Product Obsolescence: Toward a Proactive Dynamic Approach<\/em><br>Advisor: A. LOUIS (CESI)<br>Co-advisors: B. BETTAYEB (CESI), B. GAILLY (DGA)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Salma ERRACHIDI<\/strong><br><em>Intelligent Enhancement of Data Security and Integrity in Cyber-Physical Production Systems<\/em><br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: A. TASIDOU (CESI), A. NAIT-CHABANE (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Nesrine HEBBADJ<\/strong><br><em>Optimization of production and transportation scheduling by accounting for operator group behavior: a human-centered approach<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-advisor: A. MEKHALEF BENHAFSSA (CESI)<br>Registration: ENSAM \u2013 ED SMI 431<\/p>\n\n\n\n<p><strong>Majd KAROUI<\/strong><br><em>Study of XR interfaces and human-robot interactions in digital twins<\/em><br>Advisor: V. HAVARD (CESI)<br>Co-advisor: C. PRENAULT (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Abdelfatah KERMALI<\/strong><br><em>Prediction of university students\u2019 mobility needs based on reinforcement learning within a dynamic multimodal system<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: K. OBEROI (CESI), Z. EL KHALFI (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Aimen KHIAR<\/strong><br><em>Hybrid metaheuristics and federated learning techniques for optimizing electric vehicle battery charging<br><\/em>Advisor: L. IDOUMGHAR (UHA)<br>Co-advisor: A. BRAHMIA (CESI)<br>Registration: University of Haute-Alsace \u2013 ED MSII 269<\/p>\n\n\n\n<p><strong>Arthur LECRAS<\/strong><br><em>Improving Indoor Air Quality in Smart Buildings. Application to the prediction and control, using Artificial Intelligence, of air pollution in healthcare facilities<\/em><br>CIFRE \u2013 SQLI Thesis<br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: R. SADEGHIAN BROUJENY (CESI), A. BOODI (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Edvan PINTO<\/strong><br><em>The influence of hygroscopic aging on the creep of adhesive joints<\/em><br>Advisor: Silvio DE BARROS (CESI)<br>Co-advisor: Romain GRANGEAT (CESI)<br>Registration: Federal Center for Technological Education of Rio de Janeiro (CEFET\/RJ)<\/p>\n\n\n\n<p><strong>FATI OIZA SALAMI<\/strong><br><em>Non-invasive diagnosis of neonatal jaundice based on deep learning<\/em><br>Advisor: Alice OTHMANI<br>Co-advisors: Y. MOURCHID (CESI), Muhammad MUZAMMEL<br>Registration: University of Paris-Est Cr\u00e9teil \u2013 ED 532 \u2013 MSTIC<\/p>\n\n\n\n<p><strong>Matthieu VILLARD<\/strong><br><em>Development of a configurable Lean &amp; Green decision-making framework for the logistical optimization of construction site supplies during the execution phase<\/em><br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: D. BELADJINE (CESI), J-M. VASNIER (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<h3 class=\"wp-block-heading title--3\">Since 2023<\/h3>\n\n\n\n<p><strong>Rekia ABDELLAOUI<\/strong><br><em>Planning Mobility for Higher Education Students Through a Dynamic, Multimodal System<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisors: M. FOUCRAS (CESI), S. CAILLARD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Younes ABDERRAHIM<\/strong><br><em>Location of Waste Treatment Facilities Around Algerian Cities<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-supervisor: Bellal Salah Eddine<br>Registration: University of Batna 2<\/p>\n\n\n\n<p><strong>Lilia Ghizl\u00e8ne ALLAL<\/strong><br><em>Performance and sharing of the vegetable farming value chain by optimizing resources and improving information<\/em><br>Advisor: Mohammed Bennekrouf<br>Co-supervisor: B. BETTAYEB (CESI)<br>Registration: Tlemcen School of Applied Sciences<\/p>\n\n\n\n<p><strong>Meriem ARBAOUI<\/strong><br><em>Federated learning for IoMT networks: resource optimization and privacy mechanisms<\/em><br>Thesis \u2013 Joint supervision with the Sidi Bel Abb\u00e8s School of Computer Science (ESI SBA), Algeria<br>Advisor: M. ZGHAL (CESI)<br>Co-supervisor: Abdellatif RAHMOUN (ESI SBA)<br>Co-advisor: A. BRAHMIA (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Asma AZZOUZ<\/strong><em><br>Contributions to the design of flexible hub networks under quality-of-service constraints<\/em><br>Advisor: Mustapha Anwar BRAHMI<br>Co-supervisor: B. BETTAYEB (CESI)<br>Registration: University of Tlemcen<\/p>\n\n\n\n<p><strong>R-F ROHEM<\/strong><br><em>The Influence of Form Factor on the Creep of Adhesive Joints<\/em><br>Advisor: S. DE BARROS (CESI)<br>Registration: Federal Center for Technological Education of Rio de Janeiro (CEFET\/RJ)<\/p>\n\n\n\n<p><strong>Wiam SAKER<\/strong><br><em>Dynamic scheduling of human-centered flexible production workshops in the context of Industry 5.0<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-advisor: Mouss Kinda Nadia<br>Registration: University of Batna 2<\/p>\n\n\n\n<p><strong>Hossein OLLEIK<\/strong><br><em>Coupling of visual and proprioceptive odometry for mapping self-calibrated heterogeneous mobile robots in a dynamic and complex environment without GPS<\/em><br>CIFRE Thesis \u2013 Pilgrim Technologies<br>Advisor: Y. DUPUIS (CESI)<br>Co-advisor: A. NAIT-CHABANE (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Sarah OUARAB<\/strong><br><em>Affordance in Safe Human-Robot Interactions based on Multimodal Perception for Intelligent Manufacturing Systems<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: N. RAGOT (CESI), D. GARCIA (CESI)<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Raoul IRENGE BAGUMA<\/strong><br><em>Contribution to the development of a dynamic state estimator for electrical grids in sub-Saharan Africa<\/em><br>Advisor: T. AHMED ALI (CESI)<br>Co-advisor: Hom\u00e8re NKWAWO<br>Registration: ENSAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Joyce MHANNA<\/strong><br><em>Dynamic, energy-flexible generation scheduling integrating renewable energy sources<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisors: H. NOUINOU (CESI), S. CAILLARD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Alexandre COURALLET<\/strong><br><em>Simulation-based validation in an immersive digital twin of complex scenarios involving human and autonomous agents in an industrial context<br><\/em>Advisor: D. BAUDRY (CESI)<br>Co-advisor: V. HAVARD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Rachida BEN CHABANE<\/strong><br><em>Green-JIT\u00b2 \u2013 Just-in-Time organizational method for sustainable integrated scheduling of production and delivery<\/em><br>Advisor: M. ZGHAL (CESI)<br>Co-advisors: H. NOUINOU (CESI), S. CAILLARD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Rym BOUALI<\/strong><br><em>Optimal Resource Planning and Location for Wildfire Risk Prevention<\/em><br>Advisor: Fouad MALIKI<br>Co-advisor: MA. BENATIA (CESI)<br>Registration: Tlemcen School of Applied Sciences<\/p>\n\n\n\n<p><strong>Zineb BOUGRICHE<\/strong><br><em>Deep Learning Approach for Emotion Recognition from Visual and Spatial Cues with Applications to Healthcare and Well-being<\/em><br>Advisor: Dr. hab. In\u017c. Micha\u0142 Tomaszewski<br>Co-advisor: A. BOHI (CESI)<br>Registration: Opole University of Technology \u2013 ED UTO<\/p>\n\n\n\n<p><strong>Ahmed BAAHMED<\/strong><br><em>Computational Efficiency of Federated Learning Techniques on Edge-Cloud Infrastructure<\/em><br>Advisor: M. ZGHAL (CESI)<br>Co-advisors: JF DOLLINGER (CESI), A. BRAHMIA (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Leila DOUIRI<br><\/strong><em>A Smart Decentralized Grid System for Optimal Energy Consumption<\/em><br>Thesis \u2013 Joint supervision with the University of Monastir, Tunisia<br>Advisors: F. ZERGOUBA (University of Carthage, Tunisia), S. OUCHANI (CESI)<br>Co-supervisors: S. OUCHANI (CESI), S. KORDOGHLI (UC)<br>Registration: HESAM University \u2013 ED SMI 432 \/ ENIM \u2013 University of Monastir, Tunisia<\/p>\n\n\n\n<p><strong>Mohamed Amine TAZI<\/strong><br><em>Repair of concrete structures using composite patches<\/em><br>Advisor: S. DE BARROS (CESI)<br>Co-advisor: M. JEBLI (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<h3 class=\"wp-block-heading title--3\">Since 2022<\/h3>\n\n\n\n<p><strong>Joan BURGALAT<\/strong><br><em>Optimization of a transportation system using numerical methods in the context of a smart and sustainable city<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: M. FOUCRAS (CESI), G. PALLARES (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Manal EL JAOUHARI<br><\/strong><em>Distributed optimization of collaborative multi-agent systems<\/em><br>Advisor: G. BENCHEIKH (UMI)<br>Co-advisor: G. BENCHEIKH (CESI)<br>Registration: School of Computer Science and Information Science, Morocco<\/p>\n\n\n\n<p><strong>Yassine MASMOUDI<\/strong><br><em>Optimized management of a microgrid with high integration of renewable energy<\/em><br>Advisor: P. GUERIN (IREENA)<br>Co-advisors: I. IHSANE (CESI), L. MIEGEVILLE (IREENA)<br>Registration: University of Nantes \u2013 ED MATH-STIC 601<\/p>\n\n\n\n<p><strong>Salima MEFTAH<br><\/strong><em>Toward intelligent human-machine interfaces for decision support<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-advisor: S.M. BENSLIMANE<br>Registration: Sidi Bel Abb\u00e8s Higher School of Computer Science, Algeria<\/p>\n\n\n\n<p><strong>Soufiane EMBARKI<\/strong><br><em>Optimization of Industrial Processes Based on Innovative Tools: The Case of Digital Twins<\/em><br>Advisor: Bachir EL KIHEL (CESI)<br>Co-advisor: Y. EL KIHEL (CESI)<br>Registration: Applied Sciences Research Laboratory \u2013 Morocco<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"defented\" class=\"wp-block-group section has-grey-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span><strong><strong>PhD Thesis defended<\/strong><\/strong><\/span><\/h2>\n\n\n\n<p class=\"title--3\">Defended in 2026<\/p>\n\n\n\n<p><strong>Badra Souhila GUENDOUZI<br><\/strong><em>A Robust, Smart, and Sound Decentralized Decision Support System for Industrial Cyber-Physical Systems<\/em><br>Advisor: S. OUCHANI (CESI)<br>Co-advisor: H. AL ASSAAD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Mortada TERMOS<\/strong><br><em>Detection of Security Anomalies in IoT Networks Using Complex Networks and AI Techniques<\/em><br>Thesis \u2013 Joint Supervision with the Lebanese University<br>Advisor: M. ZGHAL (CESI)<br>Co-advisors: Z. GHALMANE (CESI), A. BRAHMIA (CESI)<br>Registration: HESAM University \u2013 ED SMI 432 and Lebanese University<\/p>\n\n\n\n<p><strong>Toufik BENMESSABIH<\/strong><br><em>Continuous analysis and recognition of human movement using cameras for human-robot interaction and workstation design in an Industry 5.0 context<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisors: R. SALMI SLAMA (CESI), V. HAVARD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2025<\/p>\n\n\n\n<p><strong>Khalil AL SAYED<\/strong><br><em>Self-aware Intelligent Building Energy Management System (iBEMS) for Energy-Efficient Smart Buildings: In Semi-Automated and Fully Automated Scenarios<\/em><br>Advisor: K. BEDDIAR (CESI)<br>Co-advisors: A. BOODI (CESI), R. SADEGHIAN BROUJENY (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Amal AYADI<br><\/strong><em>Diagnostics and Prognosis Using AI in the Context of Industrial Maintenance<\/em><br>Advisor: A. LOUIS (CESI)<br>Co-advisors: A. BENATIA (CESI), R. CHAIEB (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Nourddine BOUAZIZ<\/strong><br><em>Predictive dynamic scheduling of a flexible production workshop under uncertainty regarding human behavior, Antiphert project<br><\/em>Advisor: M. SAHNOUN (CESI), Y. ADNANE (Univ. Le Havre Normandie)<br>Co-advisor: B. BETTAYEB (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Catherine BOUILLON<\/strong><br><em>Predictive analysis and BIM in the context of the smart and sustainable city<\/em><br>CIFRE thesis with ESSOR<br>Advisors: F. DUVAL (CESI)<br>Co-advisors: K. BEDDIAR (CESI), B. COHEN-BOULAKIA (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Candice DESTOUET<\/strong><br><em>Application of AI techniques to dynamic scheduling problems in \u201cflexible job shop\u201d environments within the context of Industry 5.0<\/em><br>Advisor: B. MAZARI (CESI)<br>Co-advisors: H. TLAHIG (CESI), B. BETTAYEB (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Salah Eddine EL GHORB<\/strong><em><strong>I<\/strong><br>Performance of Multi-hop Wireless Networks in Maritime Environments<\/em><br>Advisors: A. GAUGES (University of La Rochelle), Y. DUPUIS (CESI)<br>Co-advisor: M. ITURRALDE (CESI)<br>Registration: University of La Rochelle \u2013 ED EUCLIDE 618<\/p>\n\n\n\n<p><strong>Karim EL MOULNA<\/strong><br><em>Lean-BIM Approach for Improving the Performance of a Construction Project During the Design Phase<\/em><br>Advisor: B. MAZARI (CESI)<br>Co-advisors: K. BEDDIAR (CESI), D. BELADJINE (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Yassine FEDDOUL<\/strong><br><em>Contextual Information from the Digital Twin in Augmented Perception for Industrial Robotics and Human-Robot Collaboration<\/em><br>Advisor: F. DUVAL (CESI)<br>Co-advisors: V. HAVARD (CESI), N. RAGOT (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Pierre HEMONO<\/strong><br><em>Multi-objective optimization of human-robot collaboration based on artificial intelligence: application to the aerospace industry<\/em><br>CIFRE thesis with eXcent<br>Advisor: M. SAHNOUN (CESI)<br>Co-advisor: A. NAIT-CHABANE (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Anas HOSSINI<\/strong><br><em>Formal model for predictive maintenance of a Smart Building<\/em><br>Advisor: L. KLOUL (UVSQ)<br>Co-advisor: M. GUIRAUD (CESI)<br>Registration: Universit\u00e9 de Paris Saclay \u2013 ED STIC 580<\/p>\n\n\n\n<p><strong>Yao Tr\u00e9sor KOFFI<\/strong><br><em>Toward a multimodal approach using machine learning\/deep learning: application for patient monitoring in a connected environment<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: Y. MOURCHID (CESI), M. HINDAWI (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Ziad MONLA<\/strong><br><em>Maturity of virtual and augmented reality systems coupled with BIM in the building operation and maintenance phase<\/em><br>Advisor: M. ZGHAL (CESI)<br>Co-advisors: A. ASSILA (CESI), D. BELADJINE (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Lamine NDAO<\/strong><br><em>Toward Explainable and Fair Artificial Intelligence<\/em><br>Advisor: N. KEITA (CNAM)<br>Co-advisor: G. YOUNESS (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Bouchra SAHBANI<\/strong><br><em>Predictive supervision of a multimodal transportation system, TIGA Rouen project<\/em><br>Advisor: A. LOUIS (CESI)<br>Co-advisors: A. BENATIA (CESI), Ga\u00ebl PALLARES (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Mame Cheikh SOW<\/strong><br><em>Energy prediction for Industry 4.0 and sustainable BIPV industrial buildings using AI machine learning methods<\/em><br>Advisor: M. ZGHAL (CESI)<br>Co-advisor: Y. JOUANE (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Maryam HOUHOU<\/strong><br><em>Study of the application of geopolymer matrix composites in the manufacture of toxic waste containers<\/em><br>Advisor: S. DE BARROS (CESI), N. LEKLOU (University of Nantes)<br>Co-advisor: JD. PENOT (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2024<\/p>\n\n\n\n<p><strong>Abdessalem ACHOUR<\/strong><br><em>Real-time semantic mapping through the fusion of data derived from the individual perceptions of a swarm of mobile robots in an industrial context<\/em><br>Advisor: Y. DUPUIS (CESI)<br>Co-advisors: M. EL ZAHER (CESI), H. AL ASSAAD (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Chinmayi KANTHILA<\/strong><br><em>Towards a Global and Systemic Approach for a Sustainable, Intelligent, and Energy-Autonomous Building<\/em><br>Advisor: M. BENBOUZID (UBO)<br>Co-advisor: K. BEDDIAR (CESI)<br>Registration: UBO \u2013 ED SPI 602<\/p>\n\n\n\n<p><strong>Kenza RIAHI<\/strong><br><em>A Smart and Trusted Healthcare System based on Optimal Blockchains<\/em><br>Advisor: L. IDOUMGHAR (UHA)<br>Co-advisor: A. BRAHMIA (CESI)<br>Registration: UHA \u2013 ED MSII 269<\/p>\n\n\n\n<p><strong>Kader SANOGO<\/strong><br><em>Optimization of task scheduling for collaborative intelligent robots in the context of Industry 5.0<\/em><br>Advisor: M. SAHNOUN (CESI)<br>Co-advisor: A. MEKHALEF BENHAFSSA (CESI)<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Khaoula ZAIMEN<\/strong><br><em>Optimizing sensor deployment in smart buildings<\/em><br>Advisor: L. IDOUMGHAR (UHA)<br>Co-advisors: A. BRAHMIA (CESI), A. ABOUAISSA (UHA)<br>Registration: UHA \u2013 ED MSII 269<\/p>\n\n\n\n<p><strong>Hamza NGADI<\/strong><br><em>Modeling a digital twin platform for smart cities<\/em><br>Advisor: Laurent NANA<br>Co-advisor: Madani BEZOUI<br>Registration: UBO \u2013 Mathstic Bretagne Oc\u00e9ane<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2023<\/p>\n\n\n\n<p><strong>Corentin COUPRY<\/strong><br><em>A Mixed VR\/AR Approach for Monitoring and Optimizing Operational Performance in Smart Buildings<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisors: S. NOBLECOURT (CESI), P. RICHARD<br>Registration: University of Angers \u2013 ED SPI 602<\/p>\n\n\n\n<p><strong>Zerrouki FAHEM<\/strong><br><em>A Robust Security Communication through a Mobile and IoT Physical Unclonable Function<\/em><br>Advisor: H. BOUARFA (University of Blida)<br>Co-advisor: S. OUCHANI (CESI)<br>Registration: University of Blida, Algeria<\/p>\n\n\n\n<p><strong>Nassim HADDAM<\/strong><br><em>Machine Learning for Smart Energy Management in Buildings<\/em><br>Advisor: D. BARTH (UVSQ)<br>Co-advisor: B. COHEN BOULAKIA (CESI)<br>Registration: Paris Saclay University \u2013 ED STIC 580<\/p>\n\n\n\n<p><strong>Dahmane Walid MILOUD<\/strong><br><em>Security by Design Using Formal Methods and Blockchain: Application to IoT Networks in Smart Cities<\/em><br>Advisor: H. BOUARFA (University of Blida)<br>Co-advisor: S. OUCHANI (CESI)<br>Registration: University of Blida, Algeria<\/p>\n\n\n\n<p><strong>Maroua SBITI<\/strong><br><em>\u201cLean \u2013 BIM\u201d in construction; How to improve operational performance by combining Lean and BIM during the execution phase<\/em><br>Advisor: B. MAZARI (CESI)<br>Co-advisors: K. BEDDIAR (CESI), D. BELADJINE (CESI)<br>CIFRE Thesis: ENGIE<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Barbara SCHIAVI<\/strong><br><em>Development of methods and tools to improve information exchange between BIM, domain-specific knowledge bases, and virtual or augmented environments in construction projects<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisors: V. HAVARD (CESI), K. BEDDIAR (CESI)<br>CIFRE Thesis: Vinci Construction France<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2022<\/p>\n\n\n\n<p><strong>Antoine CAILLOT<\/strong><br><em>On-board\/Off-board Collaborative Perception<\/em><br>Advisors: Y. DUPUIS (CESI), R. BOUTTEAU (University of Rouen)<br>Co-advisor: S. OUERGI (ESIGELEC)<br>Registration: University of Rouen \u2013 ED MIIS 590<\/p>\n\n\n\n<p><strong>Mejdi DALLEL<\/strong><br><em>Human gesture recognition using deep learning and generation of labeled data in virtual reality<\/em><br>Advisors: D. BAUDRY (CESI), X. SAVATIER (ESIGELEC)<br>Co-advisor: V. HAVARD (CESI)<br>Registration: University of Rouen \u2013 ED MIIS 590<\/p>\n\n\n\n<p><strong>M\u00e9rouane MAZAR<\/strong><br><em>Simulation and optimization of dynamic management of evolving tasks on autonomous mobile robots<\/em><br>Advisor: A. LOUIS (CESI)<br>Co-advisors: N. KLEMENT (ENSAM), B. BETTAYEB (CESI)<br>Project: UV-ROBOT<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Guillaume MORIN DUPONCHELLE<\/strong><br><em>Recognition of points of interest for an inspection robot in a constrained and degraded environment<\/em><br>Advisor: B. ZERR (ENSTA Bretagne)<br>Co-advisor: A. NAIT-CHABANE (CESI)<br>CIFRE Thesis: Pilgrim Technologies<br>Registration: ENSTA Bretagne \u2013 ED MATH-STIC 601<\/p>\n\n\n\n<p><strong>Killian RICHARD<\/strong><br><em>Proposal of an ontology-based data model for the scripting of Virtual or Augmented Environments in an industrial context<\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-supervisor: V. HAVARD (CESI)<br>CIFRE Thesis: OREKA Ing\u00e9nierie<br>Registration: HESAM University \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Rida SEKKAT<\/strong><em><br>Segmentation of onboard fisheye images for analyzing motorcyclist behavior<\/em><br>Advisors: P. HONEINE (University of Rouen), P. VASSEUR (UPJV)<br>Co-advisor: Y. DUPUIS (CESI)<br>Registration: University of Rouen \u2013 ED MIIS 590<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2021<\/p>\n\n\n\n<p><strong>Lais AMARAL ALVES<\/strong><br><em>Formulation and Durability of a Pure Geopolymer Composite Based on Slag and Reinforced with Fibers<\/em><br>Advisors: N. LEKLOU (University of Nantes \/ GeM), S. DE BARROS (CESI)<br>Registration: Federal Center for Technological Education of Rio de Janeiro, Brazil<\/p>\n\n\n\n<p><strong>Salah Eddine BELLAL<\/strong><br><em>Exploring the potential of computer vision for object recognition with a view to designing a smart device in an industrial context<\/em><br>Advisors: Leila Hayet MOUSS (University of Batna, Algeria), M. SAHNOUN (CESI)<br>Registration: University of Batna, Algeria<\/p>\n\n\n\n<p><strong>Fatima BEZZAOUCHA<\/strong><br><em>Modeling of fault propagation based on distributed architecture for the implementation of proactive maintenance in energy production systems<\/em><br>Advisor: Sidi Mohamed BENSLIMANE (ESI SBA)<br>Co-supervisor: M. SAHNOUN (CESI)<br>Registration: \u00c9cole Sup\u00e9rieure d\u2019Informatique de Sidi Bel Abb\u00e8s, Algeria<\/p>\n\n\n\n<p><strong>Abhinandana BOODI<\/strong><br><em>Smart buildings: toward a comprehensive and systemic approach aimed at energy self-sufficiency<\/em><br>Supervisor: M. BENBOUZID (UBO)<br>Co-supervisors: K. BEDDIAR (CESI), Y. AMIRAT (ISEN)<br>Registration: University of Western Brittany \u2013 ED SPI 602<\/p>\n\n\n\n<p><strong>Imen BOUZARKOUNA<\/strong><br><em>Distributed real-time processing in industrial cyber-physical systems<\/em><br>Thesis \u2013 CISCO \/ CESI \/ Vinci Energies Chair<br>Advisor: C. GOUTT (INSA Rouen)<br>Co-advisor: D. BAUDRY (CESI)<br>Co-advisor: M. SAHNOUN (CESI)<br>Registration: INSA Rouen Normandy \u2013 ED MIIS 590<\/p>\n\n\n\n<p><strong>Marcio MOREIRA AROUCHE<\/strong><br><em>Mixed-mode fracture of composite-to-metal bonded joints: a strain-based partitioning method<\/em><br>Advisor: S. TEIXEIRA DE FREITAS (Delft University of Technology)<br>Co-advisor: S. DE BARROS (CESI)<br>Registration: Federal Center for Technological Education of Rio de Janeiro, Brazil<\/p>\n\n\n\n<p><strong>Jean-Marc VASNIER<\/strong><br><em>Formalization of a prescriptive model for deploying an optimal value creation strategy. Application to the SME sector<\/em><br>Advisor: A. AOUSSAT (ENSAM)<br>Co-advisors: M. MESSAADIA (CESI), N. MAZANZANA (ENSAM)<br>Registration: HESAM \u2013 ED SMI 432<\/p>\n\n\n\n<p><strong>Ana Caroline VIANA PASSOS<\/strong><br><em>Study of the adhesion of polyurethane and epoxy adhesives on geopolymer and composite substrates<\/em><br>Advisor: E. MARTINS SAMPAIO (Rio de Janeiro State University)<br>Co-advisor: S. DE BARROS (CESI)<br>Registration: Federal Center for Technological Education of Rio de Janeiro, Brazil<\/p>\n\n\n\n<p><strong>Abdellaoui WASSILA<\/strong><br><em>Modeling and scheduling of a multi-product transport system \u2013 an Algerian case study<\/em><br>Advisor: M. SOUIER (University of Tlemcen)<br>Co-advisor: M. SAHNOUN (CESI)<br>Registration: University of Tlemcen, Algeria<\/p>\n\n\n\n<p><strong>Yiyi XU<\/strong><br><em>Simulation and Optimization of a Bio-Waste Treatment System Using Multi-Agent Systems and Multi-Objective Optimization<\/em><br>Advisor: A. LOUIS (CESI)<br>Co-Advisor: F. ABDELAZIZ (NEOMA)<br>Co-Supervisor: M. SAHNOUN (CESI)<br>Registration: University of Rouen \u2013 ED MIIS 590<\/p>\n\n\n\n<p class=\"title--3\">Defended in 2020<\/p>\n\n\n\n<p><strong>Souleymane MOUSSA<\/strong><br><em>Supervision of a flexible production workshop comprising mobile collaborative robots, CoRoT Project<\/em><br>Advisor: A. BENSHRAIR (INSA Rouen)<br>Co-advisor: F. DUVAL (CESI)<br>Co-supervisor: M. SAHNOUN (CESI)<br>Registration: INSA Rouen Normandie \u2013 ED MIIS 590<\/p>\n\n\n\n<h3 class=\"wp-block-heading title--3\">Defended in 2018<\/h3>\n\n\n\n<p><strong>Vincent HAVARD<\/strong><br><em><a href=\"https:\/\/theses.hal.science\/tel-01713362v2\" type=\"link\" id=\"https:\/\/theses.hal.science\/tel-01713362v2\" target=\"_blank\" rel=\"noreferrer noopener\">Development of augmented reality methods and tools for training in industrial activities or remote assistance with complex maintenance operations in industrial settings<\/a><\/em><br>Advisor: D. BAUDRY (CESI)<br>Co-advisor: X. SAVATIER (ESIGELEC)<br>Co-supervisor: B. JEANNE<br>Registration: University of Rouen \u2013 ED MIIS 590<\/p>\n\n\n\n<h3 class=\"wp-block-heading title--3\">Defended in 2016<\/h3>\n\n\n\n<p><strong>Mohamed Amin BENATIA<\/strong><br><a href=\"https:\/\/hal.science\/tel-01579381\" type=\"link\" id=\"https:\/\/hal.science\/tel-01579381\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Multi-constraint optimization of network infrastructures operated in the context of smart buildings, CREST Project<\/em><\/a><br>Advisor: A. EL HAMI (LOFIMS)<br>Co-advisor: A. LOUIS (CESI)<br>Co-supervisor: M. SAHNOUN (CESI)<br>Registration: University of Rouen \u2013 ED SPMII 351<\/p>\n\n\n\n<p><strong>Jos\u00e9 ELOUNDOU<\/strong><br><em><a href=\"https:\/\/theses.hal.science\/tel-01437152\" type=\"link\" id=\"https:\/\/theses.hal.science\/tel-01437152\" target=\"_blank\" rel=\"noreferrer noopener\">Multi-constraint modeling of a production system<\/a><\/em><br>Advisor: A. BENSHRAIR (INSA Rouen)<br>Co-advisor: D. BAUDRY (CESI)<br>Co-supervisor: M. SAHNOUN (CESI)<br>Registration: INSA Rouen \u2013 ED SPMII 351<\/p>\n\n\n\n<p><strong>Sara MAHDIKHAH<\/strong><br><em>Product Lifecycle Management (PLM) Modeling Applied to Subcontracting SMEs\/SMIs, BENEFITS Project<\/em><br>Advisor: T. PAQUET (LITIS)<br>Co-advisor: D. BAUDRY (CESI)<br>Co-supervisor: M. MESSA<\/p>\n<\/div>\n<\/div>\n\n\n\n<div id=\"hdr\" class=\"wp-block-group section has-white-background-color has-background is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-group wrapper__inner is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading title--2 is-style-title-cesi-underline\"><span>HDR<\/span><\/h2>\n\n\n\n<p>Vincent HAVARD, defended on December 4, 2023, on the topic \u201cTowards the widespread use of XR-interfaced digital twins for assistance and training in industry: architecture, data and knowledge models, and deep learning integration.\u201d<\/p>\n\n\n\n<p>Samir OUCHANI, defended on November 18, 2022, on the topic \u201cSecure and Reliable Smart Cyber Physical Systems.\u201d<\/p>\n\n\n\n<p>Karim BEDDIAR, defended on January 24, 2022, on the topic \u201cOn the contributions of modeling, experimentation, and Construction 4.0 tools to building performance.\u201d<\/p>\n\n\n\n<p>Katia CORDEIRO MENDOCA, defended on January 24, 2022, on the topic of \u201cTowards energy-efficient buildings with a high level of thermal comfort and indoor air quality.\u201d<\/p>\n\n\n\n<p>M&#8217;hammed SAHNOUN, defended on April 8, 2019, on the topic of \u201cContribution to the modeling, simulation, and control of complex systems.\u201d<\/p>\n\n\n\n<p>Fabrice DUVAL, defended on June 5, 2016, on the topic of \u201cResearch platforms dedicated to EMC and industrial performance.\u201d<\/p>\n\n\n\n<p>Amine Brahmia, defended on December 11, 2025: \u201cDistributed Approaches for the Optimization and Security of Smart Urban Services.\u201d<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn more about PhD Thesis currently in progress or defended<\/p>\n","protected":false},"author":78,"featured_media":10776,"parent":117101,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-10880","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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