Wenyan Wu | Modeling | Best Researcher Award

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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 

Rachid Jalal | Molecular Modeling | Best Researcher Award

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Rachid Jalal | Molecular Modeling | Best Researcher Award

Prof. Rachid Jalal at Université Cadi Ayya | Morocco

Prof. Rachid Jalal is a distinguished professor and researcher at the Faculty of Sciences and Techniques, Cadi Ayyad University in Marrakech. He holds doctorates from both Aix-Marseille University in France and Cadi Ayyad University in Morocco. His expertise lies in organic and theoretical chemistry, where he has made lasting contributions to teaching, research, and academic leadership. Over the course of his career, he has guided numerous student projects, created innovative teaching resources, and advanced digital education within his institution. His research integrates organic synthesis, molecular modeling, and chemical formulation, marking him as a key figure in Moroccan higher education.

Professional Profile

SCOPUS

Education 

Prof. Jalal pursued advanced studies in chemistry, earning a doctorate from Aix-Marseille University in France and later a Doctorat d’État from Cadi Ayyad University in Morocco. His academic training reflects a strong foundation in both experimental and theoretical aspects of chemistry.

Experience 

He has built a long-standing career as a faculty member at the Faculty of Sciences and Techniques, Cadi Ayyad University. His teaching covers organic chemistry, molecular modeling, quantum mechanics, chemical formulation, and biopolymers across different university levels. Beyond teaching, he has held multiple responsibilities, including coordinating modules, overseeing laboratory work, guiding final-year projects, and leading the Master’s program focused on natural substances and biopolymers.

Professional Development

Throughout his career, Prof. Jalal has actively advanced professional development in both teaching and research. He has designed and delivered innovative digital learning resources, such as video-based organic chemistry lessons and interactive online platforms that strengthen student engagement. He has also taken leadership roles in managing academic modules, the chemistry department’s library, and its IT infrastructure, as well as coordinating advanced Master’s programs. His contributions extend to participation in national initiatives on open education and learning assessment, where his insights supported educational reforms. His trajectory highlights a blend of pedagogy, scientific research, and academic service to the community.

Research Interests 

Prof. Jalal’s research is centered on organic chemistry, theoretical chemistry, and molecular modeling, with a special interest in the preparation and transformation of carboxylic acids. His work blends experimental laboratory research with computational approaches to study chemical reactivity and reaction mechanisms. His inventive contributions include patented methods in carboxylation processes, demonstrating innovation in synthetic chemistry. In parallel, he explores natural substances and biopolymers, with an emphasis on sustainable applications that connect chemistry with environmental needs. His work stands at the crossroads of fundamental science and applied solutions, offering advancements for future-oriented chemistry.

Awards and Recognitions 

Prof. Jalal has been recognized through patents on novel processes for the synthesis of carboxylic acids, achieved in collaboration with international researchers. These inventions highlight his pioneering contributions to the field of organic synthesis. Within his university, he has consistently been entrusted with leadership roles, including the coordination of academic modules, management of Master’s programs, and promotion of digital education. His contributions to national educational events and reflective initiatives on learning and teaching practices further underline his academic recognition. These achievements affirm his standing as a respected researcher and educator within Morocco and the international scientific community.

Top Noted Publications 

  • Title: Improved synthesis of 1-chloroadamantane by hydride transfer induced by tertiarybutylchloride
    Year: 1989

  • Title: Synthesis of carboxylic acids from alkanes by transcarboxylation. A novel transfunctionalization reaction involving a hydride transfer
    Year: 1992

  • Title: Convenient preparation of 1-adamantanol from adamantane induced by a hydride transfer
    Year: 1992

  • Title: AM1 theoretical study on the mechanism of 1,3-dipolar cycloaddition reaction of 1,2,4-triazepine and formonitrile oxide
    Year: 1998

  • Title: 2,7-Dimethyl-3,5-bis-methylthio-6-(1’-phenyl-4’-methyl-Δ2-oxazolinyl-3’-one)-2H[1,2,4]triazepine
    Year: 2001

  • Title: 2,7-Dimethyl-3-thioxo-5-(-2oxo-2-phenyl)ethylidene-3,4,5,6-tetrahydro-2H[1,2,4]triazepine
    Year: 2001

  • Title: Ab initio and density functional theory studies of peri- and regioselectivity in 1,3-dipolar cycloaddition reaction of 1,2-diazepine with nitrile oxide
    Year: 2002