Duc Cong Nguyen | Machine Learning and AI Applications | Best Researcher Award

Mr. Duc Cong Nguyen | Machine Learning and AI Applications | Best Researcher Award

Mr. Duc Cong Nguyen at Silesian University of Technology, Poland

👨‍🎓 Profiles

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🧑‍🎓 Duc Cong Nguyen: PhD Student and Structural Health Monitoring Specialist

📚 Education

  • PhD Student (2020 – 2024)
    Silesian University of Technology, Faculty of Civil Engineering, Gliwice, Poland
    (Supported by NAWA Polish government and Vietnamese government)

🔬 Professional Experience

  • PhD Research: Developing and applying vibration-based structural health monitoring (SHM) techniques for railway steel arch bridges using advanced AI models and signal processing methods.
  • Consultancy: Contributing to SHM projects for the Dębica railway steel arch bridge in Poland.
  • Previous Experience: Over a decade of expertise in bridge structural testing and pile testing in Vietnam.

🔍 Research Interests

  • AI and Machine Learning 🤖
  • Structural Health Monitoring (SHM) 🏗️
  • Bridges and Railway Bridges 🚉
  • Vibration Measurement and Diagnostic Load Testing 📏

💡 Key Contributions

  • Innovated advanced signal processing techniques for SHM, including wavelet transforms and FFT algorithms.
  • Developed GoogLeNet CNN models for classification and pattern recognition of bridge vibration signals.
  • Conducted analyses of historical dynamic responses using FFT techniques to estimate tension forces in bridge components.

📖 Publications

Structural Health Monitoring for Dębica Railway Steel Arch Bridge in Poland
    • Authors: Duc Cong Nguyen, Marek Salamak, Andrzej Katunin, Grzegorz Poprawa
    • Journal: Civil and Environmental Engineering Reports
    • Year: 2024
Vibration-based SHM of Railway Steel Arch Bridge with Orbit-Shaped Image and Wavelet-Integrated CNN Classification
    • Authors: Duc Cong Nguyen, Marek Salamak, Andrzej Katunin, Grzegorz Poprawa, Michael Gerges
    • Journal: Engineering Structures
    • Year: 2024
Vibration-based SHM of Dębica Railway Steel Bridge with Optimized ANN and ANFIS
    • Authors: Duc Cong Nguyen, Marek Salamak, Andrzej Katunin, Grzegorz Poprawa, Piotr Przystałka, Mateusz Hypki
    • Journal: Journal of Constructional Steel Research
    • Year: 2024
Finite Element Model Updating of Steel Bridge Structure Using Vibration-Based Structural Health Monitoring System: A Case Study of Railway Steel Arch Bridge in Poland
    • Authors: Duc Cong Nguyen, Marek Salamak, Andrzej Katunin, Grzegorz Poprawa
    • Journal: Experimental Vibration Analysis for Civil Engineering Structures: EVACES. Lecture Notes in Civil Engineering (433)
    • Year: 2023

Julia Coleene | Machine Learning and AI Applications | Best Researcher Award

Ms. Julia Coleene, Machine Learning and AI Applications, Best Researcher Award

Ms. Julia Coleene at Panggoy Mapúa Malayan Colleges Mindanao, Philippines

Professional Profile

Scopus Profile

🌟Summary

Julia Coleene B. Panggoy is a dedicated third-year Bachelor of Science in Computer Science student at Mapúa Malayan Colleges Mindanao. She possesses strong skills in Google Suite and Microsoft 365 Office Suite, with proficiency in programming languages such as Java, Python, C++, JavaScript, CSS, and HTML. Julia is known for her excellent verbal and written communication skills, attention to detail, and organizational prowess. She also has basic graphic design abilities using Canva.

🎓Education

Julia is currently pursuing her Bachelor’s degree in Computer Science at Mapúa Malayan Colleges Mindanao. Prior to this, she completed her Senior High School education in the STEM track at San Pedro College Basic-Education Department.

💼 Professional Experience

Julia has gained valuable leadership experience as the External Vice-President of the College Department Student Organization at Mapúa Malayan Colleges Mindanao. She has also served as the Community Extension Head within the same organization, showcasing her commitment to community service and organizational development.

🔬 Research Interests

Julia’s academic achievements include consistent recognition on the President’s List at Mapúa Malayan Colleges Mindanao and earning High Honors during her tenure at San Pedro College Basic-Education Department. She actively contributes to campus life and student governance, reflecting her dedication to academic excellence and extracurricular engagement.

📖 Publication Top Noted

  • LAKBAYAN: A Travel-Social Itinerary Application with Derived Enhanced Simulated Annealing, 2024