Special session 1: Embedded System and AI for Industry 4.0

Scope
AI and Big Data present many opportunities for the implementation of Industry 4.0. These innovative technologies allow researchers and manufacturers to store a large amount of data in a more secure manner, this data is then attacked by AI techniques in order to bring out ready-to-use models that improve over time. The special session on Embedded System and AI for Industry 4.0 aims to promote research for these emerging technologies, in order to share and exchange experiences, and research results, and to focus mainly on work that deals with System Embedded and AI in the industrial context and mainly the new generation of industry 'industry 4.0'. Our session solicits high-quality articles with new ideas, illustrating new models of artificial intelligence, machine learning, deep learning, big data, as well as the possibilities offered by the alliance between AI and Big Data. This special session is a venue for bringing together multi-disciplinary researchers, professionals and practitioners from both academia and industry, who are engaged in different facets Embedded System and AI for Industry 4.0. Authors are cordially invited to submit original research papers in any aspects of Embedded System & AI with emphasis on but are not limited to the following topics:

• AI and Industry 4.0
• AI and workflow automation
• Embedded System
• Intelligent Systems for smart logistics
• Intelligent Traffic and Transportation Systems
• Planning and Scheduling in industry 4.0
• IOE (Internet of Everythings) in industry 4.0
• Information and communication technologies for the smart factory
• 5G Wireless Networks and Systems in industry 4.0
• Big data analytics in Industry 4.0
• Big Data Security, Privacy and Trust
• Cloud and Big Data for Internet of Things (IoT)
• Techniques and Algorithms for Real-Time Big Data Analytics
• Big Data and Data Science
• Blockchain, a digitalization tool
• etc.

Chair:
Prof. EL KHAILI Mohamed ENSET Mohammedia, Morocco
Contact:
elkhaili@enset-media.ac.ma

Special session 2: COVID-19 Pandemic Related Research Approaches and tools

Scope
The COVID-19 pandemic and its variants continue to spread across the world and cause very heavy damage that continues to grow. Faced with this uncontrolled situation, governments are forced to apply restrictive measures or even impose lockdowns in order to limit human losses and reduce the pressure on health systems. The very heavy economic, social, psychological and political impacts have led to new problems and very urgent challenges which the community of scientific and technical researchers is more than ever called upon to study in order to propose contributions and innovations that make it possible to reduce the negative effects of the pandemic. The purpose of this special session is to highlight the latest progress in the diagnosis and treatment of the COVID-19 pandemic, provide innovative solutions and tools based on AI technology, machine learning, robotics and autonomous systems in order to overcome the challenges generated by the pandemic and improve the living conditions of humanity and assist the healthcare workers and patients of COVID-19.

• Mathematical and Computational Modelling of COVID-19 pandemic: Dynamics, simulation, prediction, and Control
• Monitoring and control systems for COVID-19
• Intelligent IoT Framework and Technology for Social Distance
• Assistive robotics and autonomous systems for Healthcare delivery in COVID-19 pandemic context
• Healthcare Smart Web-based Applications and tools for COVID-19
• Internet of Medical Things and Sensor Network
• Big Data analytics and IA Tools for COVID-19
• IA and Machine learning Implementation for COVID
• Covid-19 pandemic vs Social transformations
• Coronavirus News Sentiment Analysis
• Researches on Social and Psychological impacts of COVID-19
• Digital Transformation, new approaches of Education in the Context of COVID-19
• Techniques and tools supporting Distance learning and teaching
• New e-learning and blended learning solutions in COVID-19 pandemic context
• etc.

Chair:
Prof. QBADOU Mohammed ENSET Mohammedia , Morocco
Contact:
mohammed.qbadou@univh2c.ma

Special session 3: Emerging Technologies in Education and Training

Scope
Information and Communication Technology (ICT) is actually very present in our normal lives. We are surrounded by the product and services of this technology from automatic parking systems, smart sensors for taking spectacular photos to personal assistance. Similarly, in the field of education and training ICT is being felt more and more and traditional teaching/learning methods are changing dramatically. Furthermore, rational using and integrating of ICT in classroom practices as in distance teaching/learning can significantly contribute to a good quality of education and its effectiveness. In other hand, the emergence of Artificial intelligence AI techniques such as Machine Learning (ML) and Deep Learning (DL) together with the Internet of Things (IoT) promises to open new advances in the detection, understanding, and correction of Handicaps and learning disabilities. The purpose of this special session is to present recent high-quality research on different problems related to information technology and its applications in intelligent education and training from primary to higher school.

• Smart classroom
• IoT for learning
• Mobile Learning
• Blended Learning
• Personalized Learning
• Reinforcement Learning
• Smart Content management
• Intelligent Learning Systems
• Game-based learning and systems
• Data Analytics & Big Data in Education
• ICT in Administrative Tasks management
• ICT skills and competencies among teachers
• Machine Learning (ML) and Deep Learning (DL)
• ICT in Evaluation and Assessment of Student Learning
• Effective Ways of integrating ICT in Education and training
• Virtual Reality (VR) and Augmented Reality (AR) in learning
• AI for Detection and correction of handicaps and learning disabilities
• etc.

Chair:
Prof. CHERRADI Bouchaib CRMEF Casablanca-Settat, S. P. El Jadida, Morocco
Contact:
bouchaib.cherradi@enset-media.ac.ma

Special session 4: Computer Vision and Pattern Recognition

Scope
Computer vision and pattern recognition are essential areas of artificial intelligence. Research work has been considerably expanded over the last ten years, and this trend continues especially in computer vision, pattern recognition, automatic speech recognition, etc. This trend has become a strategic element in developing methods, control tools and inaccessible data access techniques from images, audio and video. Indeed, the growth of the population requires the implementation of intelligent systems to ensure a competitive advantage of cost optimization and the satisfaction of users.
The purpose of this special session is to develop intelligent systems in the field of computer technologies such as: image processing, shape analysis, graphics recognition, speech recognition, video processing, etc. In this context, it is necessary to design new algorithms, new methods, new applications and new techniques related to computer vision and the pattern recognition.

• 3D Object Recognition
• Automatic Speech Processing
• Character and Word Recognition
• Character and Word Segmentation
• Digital Libraries
• Distributed Document Collections
• Document Image Processing
• Facial Recognition
• Feature Detectors and Descriptors
• Graphics Recognition
• Handwriting Models and Analysis
• Image and Video Synthesis
• Intelligent Systems
• Machine Vision
• Medical Image
• Multimedia and Hypermedia Analysis
• Natural Language Issues
• Recognition of Traffic Signs
• Robotics
• Speech Recognition
• Storage and Retrieval of Documents
• Text Analysis and Processing
• Vision Applications and Systems
• etc.

Chair:
Prof. AGHOUTANE Badraddine FS Meknes , Morocco
Contact:
b.aghoutane@fpe.umi.ac.ma

Special session 5: Nature-Inspired approaches Towards Intelligent Biomedical Engineering

Scope
Nature-Inspired Approaches Toward Intelligent Biomedical Engineering is a vital reference source for scientific research and healthcare industry on new trends and techniques in the exploitation of nature-inspired approaches in biomedical engineering. These advancements have led to significant progress and novel opportunities for biomedical engineering. This special session aims to give a theoretical discussion on using nature-inspired artificial intelligent techniques, Swarm Intelligence, Clinical Decision Support Systems… for obtaining intelligent applications within biomedical engineering. This special session is an ideal resource for medical practitioners, professionals, students, engineers, and researchers interested in the latest developments in biomedical technologies.

• Biomedical Signal Processing
• Biomedical Imaging and Image Processing
• Micro/Nano-bioengineering and Cellular/Tissue Engineering & Biomaterials
• Computational Systems, Modeling and Simulation in Medicine, Multiscale Modeling, Synthetic Biology
• Cardiovascular and Respiratory Systems Engineering
• Artificial Immune System
• Artificial Intelligence
• Clinical Decision Support Systems
• Counting Bacteria
• Differential Diagnosis
• Swarm Intelligence
• Watershed Transformation
• etc.

Chair:
Prof. SALLEM Amin ISGI-SFAX, Tunisia
Contact:
aminsallem@hotmail.com

Special session 6: Smart Grid and Renewable Energy

Scope
To deal with the economic and environmental challenges of the energy systems management, several nations have set some ambitious targets in terms of their energy policy. Modernization of the electricity grid, decentralization of electricity production and the integration of renewable energies constitute the main pillars of this challenge. This session will highlight original research that concerns such issues as the design, operation, control or implementation of sustainable energy systems and smart grid infrastructure, clean and renewable energy, power engineering and sustainable transportation systems. Emphasis will be placed on those issues that concern the technologies and methods that deal with any of these aspects of smart grids and sustainable energy: demonstrating experimental analysis and design; control engineering; protection systems; modelling and simulation; computational intelligence; optimization algorithms; and data analysis.

• Applications of smart grid to cyber and physical security systems
• Energy management systems (with application to building and home automation)
• Communication and control in energy systems Intelligent monitoring and outage management
• Smart sensors and advanced metering infrastructure
• Wide-area protection
• Microgrids
• Renewable energy
• Energy storage and distributed energy resources
• Plug-in vehicles and low-carbon transportation alternatives
• etc.

Chairs:
Prof. KAHAJI Abdelilah ENSA Agadir, Morocco
Prof. RAIHANI Abdelhadi ENSET Mohammedia, Morocco
Contact:
a.kahaji@uiz.ac.ma
raihani@enset-media.ac.ma

Special session 7: Biomedical Instrumentation and Technology

Scope
Biomedical instrumentation and technology are at the forefront of modern healthcare, providing critical tools for diagnosis, monitoring, and treatment. From cutting-edge wearable sensors to advanced imaging systems, these innovations are reshaping patient care by delivering more accurate, real-time data. However, the continued advancement of these technologies relies heavily on ongoing research.

The aim of this special session is to bring together academicians, professionals, and students from various biomedical engineering fields to showcase advancements in relevant fields of Biomedical Instrumentation and Technology and also create an environment encouraging the exchange of ideas and information. This session will also provide an excellent setting for developing new collaborations and connecting with experts on the fundamentals, applications, and products within these fields.

• Bioinstrumentation
• Biosensors
• Medical physics
• Artificial Intelligence for biomedical applications
• Internet of things (loT) and Healthcare Information Systems
• Biomedical imaging technologies
• Biomechanics and Biomaterials
• Biomedical informatics and computer science
• Others topics related to biomedical engineering

Chairs:
Prof. Abdelmajid BYBI (EST), UM5 - Rabat, Morocco
Prof. Mohammed FAOUSSI Euromed University - Fez, Morocco
Contact:
abdelmajid.bybi@est.um5.ac.ma
m.faoussi@ueuromed.org

Special session 8: Advanced Control of UAVs

Scope
In the last decades, the use of unmanned aerial vehicles (UAVs) has been multiplying quickly across many domains, including items transport, search, rescue, security and surveillance, infrastructure inspection, remote sensing, etc. In addition, thanks to the development of deep learning, UAVs are now more intelligent and more capable of conducting difficult tasks in civil as well as in military contexts. However, due to the underactuated nonlinear uncertain dynamics, and complexity of the environment, there are still many challenges facing UAV control approaches. Thus, path planning, navigation, power management, motion control, and collision avoidance are then still active key research areas.

Topics
This Special Issue welcomes submissions on the latest developments in UAVs from academicians and young researchers. The Special session will cover, but is not limited to, the following topics:

• Battery and power management in UAVs
• Autonomous control of UAVs
• Advanced navigation technologies
• Machine learning technologies for UAVs
• Collision avoidance and motion control
• Swarm control of UAVs
• Sensing and sensor fusion
• Fault tolerant control of UAVs
• etc.

Keywords
Battery and power management; Autonomous control; Advanced navigation; deep learning modelling and control of UAVs; Collision avoidance; Motion control; Swarms of UAVs; UAV communications; Sensing and sensor fusion.

Chairs:
Prof. EL Ayachi Chater (EST), UM5 - Rabat, Morocco
Contact:
elayachi.chater@est.um5.ac.ma
Chater.el@gmail.com

Special session 9: Advanced Physics, Energy and Embodiment in Physical Systems

Scope
Recent advances in physics, materials science, and engineering increasingly highlight the central role of energy, dissipation, and continuous physical processes in shaping the behavior of complex systems. Beyond domain-specific models, many physical phenomena, from statistical mechanics and thermodynamics to active matter, advanced materials, and manufacturing processes, can be understood through the lens of energetic landscapes and physical constraints governing dynamics, structure, and function.

This special session aims to bring together contributions that address physical systems where energy acts as a unifying organizing principle, whether at a fundamental theoretical level or through its embodiment in real material systems. While some works focus on advanced theoretical frameworks in statistical mechanics and thermodynamics, others investigate active matter, advanced materials, programmable systems, or energy-driven physical processes in engineering and applied contexts. The session does not promote or require the use of a specific theoretical model; instead, it encourages complementary approaches that connect foundational physics with experimental, numerical, or applied studies.

The objective is to foster constructive dialogue between theory and embodiment, and to highlight how abstract energetic principles manifest in real physical systems across scales.

Topics
This special session welcomes original contributions from researchers and practitioners. Topics include, but are not limited to:

• Advanced statistical mechanics and thermodynamics
• Energy-based modeling of physical systems
• Continuous and non-equilibrium physical processes
• Dissipation, entropy, and energy landscapes
• Active matter and self-organizing systems
• Multiphysics modeling of energy-driven phenomena
• Advanced and functional materials
• Programmable and adaptive physical systems
• Energy-driven shaping, manufacturing, and process physics
• Experimental and applied studies of energy embodiment in matter

Keywords
Advanced physics; Energy-based modeling; Dissipation; Continuous processes; Non-equilibrium systems; Active matter; Advanced materials; Programmable systems; Multiphysics; Physical embodiment.

Chairs:
Prof. TAYANE Souad FST Mohammedia, Morocco
Prof. LORENZ Pascal Université de Haute Alsace, France
Contact:
souad.tayane@univh2c.ma
pascal.lorenz@uha.fr