Xiangyan Zhang | wafer defect detection | Best Researcher Award

Dr. Xiangyan Zhang | wafer defect detection | Best Researcher Award

Dr. Beijing University of Posts and Telecommunications , China

Xiangyan Zhang, a Ph.D. student at the School of Intelligent Engineering and Automation, Beijing University of Posts and Telecommunications, has a robust academic background with a Master of Engineering degree from Beijing University ofĀ  Science and Technology (2023). His research focuses on wafer defect detection and machine vision, with significant contributions including DMWMNet, a dual-branch multi-level convolutional network achieving high performance in wafer map defect detection. Zhang has published 4 SCI papers, 2 EI conference papers, holds 2 invention patents, and 3 software copyrights. He collaborates with the China Academy of Engineering Physics

 

Professional Profiles:

Orcid

Academic and Professional Background šŸ“ššŸ‘©ā€šŸŽ“

In June 2023, I was awarded a Master of Engineering degree from Beijing University of Science and Technology, and in September 2023, I commenced my Ph.D. studies at Beijing University of Posts and Telecommunications. To date, I have published 4 SCI papers, 2 EI conference papers, granted 2 invention patents, and obtained 3 software copyrights.

Research and Innovations šŸ”¬šŸ’”

Completed/Ongoing Research Projects šŸš€Vision-based robotic grasp detection projectWafer defect detection project

Citation Index šŸ“‘

Zhang, X., Jiang, Z., Yang, H., Mo, Y., Zhou, L., Zhang, Y., Li, J., Wei, S. (2024). DMWMNet: A novel dual-branch multi-level convolutional network for high-performance mixed-type wafer map defect detection in semiconductor manufacturing. Computers in Industry, 161, 104136

āœļøPublications Top Note :

Patent Authorization Number: ZL202210817429.4
A six-degree-of-freedom grasping detection algorithm based on semantic segmentation networks.

Patent Application Number: 202310654572.0
A grasping detection network based on RGBD images and semantic segmentation for residual fitting.

Zhang, Xiangyan, et al. (2024): DMWMNet: A novel dual-branch multi-level convolutional network for high-performance mixed-type wafer map defect detection in semiconductor manufacturing. Computers in Industry, 161, 104136.

Zhang Qinjian†, Zhang Xiangyan†, et al. (2022): TMSCNet: A three-stage multi-branch self-correcting trait estimation network for RGB and depth images of lettuce. Frontiers in Plant Science, 13.

Wu Yalin, Zhang Qinjian, Zhang Xiangyan, et al. (2022):* Novel binary logistic regression model based on feature transformation of XGBoost for type 2 Diabetes Mellitus prediction in healthcare systems. Future Generation Computer Systems-the International Journal of Escience, 129: 1-12.

Zhang Wu, Li Haiyuan, Zhang Xiangyan, et al. (2021):* Research progress and development trend of surgical robot and surgical instrument arm. International Journal of Medical Robotics and Computer Assisted Surgery, 17(5).

Zhang Xiangyan, Li Haiyuan, et al. (2021):* Kinematics Analysis and Grasping Simulation of a Humanoid Underactuated Dexterous Hand. 2021 IEEE International Conference on Robotics and Biomimetics (ROBIO): 55-60.

Zhang Qinjian, Zhang Xiangyan, Li Haiyuan (2022):* A Grasp Pose Detection Network Based on the DeepLabv3+ Semantic Segmentation Model. International Conference on Intelligent Robotics and Applications (ICIRA): 747-758. (EI)

Assist Prof Dr. Onur Denizhan | Robotics | Best Researcher Award

Assist Prof Dr. Onur Denizhan | Robotics | Best Researcher Award

Assist Prof Dr. Onur Denizhan, Universidad ECCI, Colombia

Assist Prof Dr. Onur Denizhan is academic and researcher in the field of renewable energy, holds a PhD in Bio systems Engineering from Kangwon National University, South Korea. His academic journey has been marked by a profound dedication to advancing solar energy technologies, specifically in solar thermal harvesting and its integration into agricultural and architectural applications.

 

Professional Profiles:

ORCID

Google scholar

šŸ” Research Interests:

Kinematics analysis and synthesis of mechanisms, mechanism design, design optimization, origami-based mechanism design, automotive systems, robotics, haptics, bio-inspired compliant mechanisms, control, mechatronics, applications of artificial intelligence in engineering design.

šŸ‘Øā€šŸ« Employment:

Feb. 2024 – Present: Assistant Professor, Department of Mechanical Engineering, Batman University, Batman, TRDec. 2021 – Jan. 2024: Lecturer, Department of Electronics and Automation, Batman University, Batman, TR

šŸŽ“ Education:

Aug 2017 – Aug 2021: Ph.D. in Mechanical Engineering & Mechanics, Lehigh University, Bethlehem, PA, USSep 2015 – Aug 2017: Ph.D. Student in Mechanical Engineering, Columbia University (Transferred to Lehigh)Jan 2014 – Aug 2015: M.Sc. in Mechanical Engineering & Mechanics, Lehigh University, Bethlehem, PA, USSep 2007 – Jun 2011: B.Sc. in Mechanical Engineering, Inonu University, Malatya, TRSep 2023 – Present: B.A. in Economics, Anadolu University, Eskisehir, TR

šŸ† Awards and Honors:

2020: Rossin College Graduate Leadership and Service Award, Lehigh University2019 – 2021: Teacher Assistant of the Year Honorable Mentions, Lehigh University2020: Graduate Student Senate Champion, Lehigh University2019 – 2021: Lehigh University Department of Mechanical Engineering and Mechanics Tuition Award

šŸŽ“ Scholarships and Grants:

2020: Graduate Student Senate Travel Grant, Lehigh University (ASME IDETC/CIE 2020)2020: Graduate Student Senate Travel Grant, Lehigh University (ASME IMECE 2020)Jan 2012 – Aug 2020: Study Abroad Full Scholarship (for M.Sc. and Ph.D.), Turkish Ministry of EducationJuly 2011: M.Sc. and Ph.D. Full Scholarship (Declined for studying abroad), Turkish Council of Higher EducationJun 2011: Finalist Design Team Award, Systemair-HSK AS Company Project CompetitionšŸŽ™ļø Invited Talks:Jan. 2024: Batman University Sustainability Talk Series: “Making AI Work for Us”Dec. 2022: Batman University: “Scholarship Opportunities Abroad”May 2020: Lehigh University Rossin Connection Podcast, Episode 6: “The Journey of Onur Denizhan”

šŸ”¬ Research Experience:

Aug 2017 – Aug 2021: Research Assistant, Lehigh University (Mechanism design and optimization projects)Aug 2015 – Aug 2017: Research Assistant, Columbia University (Design and experiment of Spine Brace Project)Jan 2014 – Aug 2015: Research Assistant, Lehigh University (Optimum design of linkage mechanisms project)Nov 2010 – Jun 2011: Undergraduate Research Assistant, Inonu University (Design and implementation of energy-efficient central air conditioning systems)

šŸ‘Øā€šŸ« Teaching Experience:

Spring ā€˜22 – Present: Instructor, Batman University (Various courses including Computer Supported Design, Artificial Neural Networks, Robot Analysis)Fall ’18 – Spring ’21: Department Graduate Assistant, Lehigh University (Courses including Graphics for Engineering Design, Mechanical Engineering Laboratory, Thermodynamics, Computer-Aided Design)Fall ā€˜16: Grader and Course Assistant, Columbia University (Graduate courses homework and exams grader)

šŸ“ŠĀ Citation Metrics (Google Scholar):

Citations by: All – 18, Since 2018 – 18
h-index: All – 3, Since 2018 – 3
i10 index: All – 0, Since 2018 –0