Wenyan Wu | Modeling | Best Researcher Award

Dr. Wenyan Wu at Guangdong University of Technology | China

Dr. Wenyan Wu is an emerging researcher whose work focuses on the intersection of artificial intelligence, multimodal learning, and intelligent systems with applications in emotion recognition, sentiment analysis, and human-computer interaction. Since creating her ORCID record in August 2022, Dr. Wu has actively contributed to advancing research in cross-modal data analysis, integrating deep learning frameworks with cognitive and affective computing techniques. Her recent publication, “Modality-Enhanced Multimodal Integrated Fusion Attention Model for Sentiment Analysis” (Applied Sciences, 2025), introduces a novel attention-based fusion approach to improve sentiment analysis accuracy by effectively capturing inter-modal dependencies across text, audio, and visual cues. In “Collaborative Analysis of Learners’ Emotional States Based on Cross-Modal Higher-Order Reasoning” (Applied Sciences, 2024), Dr. Wu explores emotion-aware learning environments, presenting innovative reasoning mechanisms for identifying and analyzing learners’ affective states to enhance adaptive education systems. Her research on “Mask-Wearing Detection in Complex Environments Based on Improved YOLOv7” (Applied Sciences, 2024) demonstrates her interdisciplinary expertise, combining computer vision and deep neural networks to address real-world safety monitoring challenges. Earlier, her foundational study, “A Novel Method for Cross-Modal Collaborative Analysis and Evaluation in the Intelligence Era” (Applied Sciences, 2022), laid the groundwork for her later research by proposing an integrated model for data collaboration across modalities in intelligent environments. Dr. Wu’s scholarly output reflects her strong analytical and technical acumen, emphasizing multimodal integration, attention mechanisms, and deep learning optimization. Her contributions not only advance theoretical understanding but also provide practical frameworks for developing emotionally intelligent and context-aware AI systems, bridging the gap between computational models and human-centered design in modern intelligent applications.

Profile: Orcid

Featured Publications

Zhang, Z., Wu, W., Yuan, T., & Feng, G. (2025). Modality-enhanced multimodal integrated fusion attention model for sentiment analysis. Applied Sciences, 15(19), 10825.

Wu, W., Zhao, J., Shen, X., & Feng, G. (2024). Collaborative analysis of learners’ emotional states based on cross-modal higher-order reasoning. Applied Sciences, 14(13), 5513.

Feng, G., Yang, Q., Tang, C., Liu, Y., Wu, X., & Wu, W. (2024). Mask-wearing detection in complex environments based on improved YOLOv7. Applied Sciences, 14(9), 3606.

Wu, W., Hu, Q., Feng, G., & He, Y. (2022). A novel method for cross-modal collaborative analysis and evaluation in the intelligence era. Applied Sciences, 13(1), 163.

Salem Brahim | Modeling | Best Researcher Award

Dr. Salem Brahim, Institut Supérieur des Etudes Technologiques de Gafsa, Tunisia.

👨‍🏫 Salem Brahim is a seasoned Technologist in the Mechanical Engineering Department at ISET Gafsa, Tunisia 🇹🇳, with over 22 years of expertise in CNC machining 🛠️ and mechanical design. A specialist in CAO/FAO (CATIA, SolidWorks) and numerical simulation (Abaqus, Fortran), he has a strong background in both academia and industry. Salem is deeply involved in teaching, research, and departmental leadership 👨‍🔬. He is passionate about modeling composite structures using the finite element method and guiding student projects. Dedicated to continuous growth 📈, Salem seeks opportunities offering career evolution and impactful contributions to mechanical innovation 🔧📚.

Publication Profiles

Scopus

Education & Experience

🎓 Education:

📚 2018–2023: Ph.D. in Mechanical Engineering – ENI Sfax
📚 2005–2007: Master’s in Structural Modeling and Calculation – ENI Tunis
🎓 1996–1999: Engineering Degree in Mechanical Engineering – ENI Tunis
📘 1994–1996: Preparatory Studies in Technology – IPEIN Nabeul
📖 1994 : Baccalaureate in Mathematics and Technology – Métlaoui Technical High School

💼 Experience:

🏫 2001–Present: Technologist, Department of Mechanical Engineering – ISET Gafsa
🏢 2000–2001: Design Engineer – BETA CONCEPT (SEGULA Technologies)
🏗️ 2000 : Design Engineer – LES GRANDS ATELIERS DU NORD (Poulina Group)
🛠️ 1999–2000 : Maintenance Manager – LES GRANDES CARRIÈRES DU NORD

Summary Suitability For The Award

Dr. Salem Brahim, currently serving as a Technologist in the Mechanical Engineering Department at ISET Gafsa, Tunisia, is a highly qualified and accomplished researcher with over 22 years of experience in CNC machining, CAD/CAM design, numerical simulation, and composite structure modeling. His extensive background, both academic and industrial, makes him an outstanding candidate for the Best Researcher Award.

Professional Development

🔧 Salem Brahim continuously enhances his technical and educational capabilities through various professional training and research experiences. He completed advanced CNC training 🖥️ (FAGOR, Siemens), participated in simulation workshops using Abaqus/Fortran 🧪, and engaged in composite material machining research in Amiens, France 🇫🇷. His development also includes using ShopMill and industrial robots like COSIROP 🤖. As a committed educator, Salem integrates these advanced techniques into student learning and industrial applications. His role in academic seminars, union leadership, and scientific committees demonstrates a strong commitment to lifelong learning and contributing to Tunisia’s technical education landscape 📈👨‍🏫.

Research Focus

🧠 Salem Brahim’s research primarily focuses on the modeling and simulation of composite structures 🏗️ using finite element analysis (FEA) techniques such as Abaqus and Fortran 📊. He has delved into the thermo-mechanical behavior of hybrid composites, particularly in automotive and manufacturing applications 🚗🔬. His work integrates practical CNC machining knowledge with advanced digital simulation tools, bridging the gap between design, manufacturing, and materials science 🛠️🧪. Salem is also active in simulation-driven manufacturing and CAO/FAO workflows, emphasizing precision, cost-efficiency, and innovation in engineering education and real-world production challenges 💡📘.

Awards & Honors

🏅 Member of the Scientific Council at ISET Gafsa
🧪 Committee Member – National Seminars on Mechanical Simulation
🎓 Responsible for Professional Master’s Program in Simulation (Abaqus)
🏆 Union Representative and Faculty Leader at ISET Gafsa
🥇 Lead Educator for final-year student project supervision and innovation

Publication Top Noted

📘 2023 – Towards an Advanced Modeling of Hybrid Composite Cutting: Heat Discontinuity at Interface Region, Polymers, 15, 1955 .
📗 2021 – Numerical Investigation of Thermomechanical Damage in CFRP Composites, Design and Modeling of Mechanical Systems V, Springer, pp. 59–66 .
📙 2021 – Combined Approach for Modeling Progressive Damage in Unidirectional CFRP Composites, Advances in Materials, Mechanics, and Manufacturing II, Springer, Vol. II, pp. 308–316 .

Wenyan Wu | Modeling | Best Researcher Award

Wenyan Wu | Modeling | Best Researcher Award

Dr. Wenyan Wu at Guangdong University of Technology | China

Profile: Orcid

Featured Publications