Research activities
PROFESSIONAL SERVICES
4. Editor:
Scienxt Journal of Architecture Engineering (SJAE)
https://scienxt.com/sjae-editorial-board/
Machine Learning in Engineering and Technology
https://www.reseaprojournals.com/mlet/index.php?page=editorial_board
Journal of Artificial Intelligence and Robotics
https://www.reseaprojournals.com/jair/index.php?page=editorial_board
3. Organize the Mini-Symposia:
Nonlinear Analyzes of Structures and Deep Learning for Structural Engineering-The Third International Conference on Modeling in Mechanics and Materials (CMMM2020), Malaysia, 2020.
2. Technical Reviewer of Journals:
International Journal of Mechanical Sciences
Engineering Computations
Journal of Zhejiang University SCIENCE A
Mathematical Modeling in Applied Sciences
Mathematical Problems in Engineering
Multidiscipline Modeling in Materials and Structures
Mathematics
Engineering with computer
Materials
Aerospace
Engineering Structures
Material & Design
Energies
Computer Modeling in Engineering & Sciences
Sustainability
Sensors
Artificial Intelligence and Applications
1. Technical Reviewer of International conferences:
International Advances in in Conference on Computational Mechanics in 2017, Vietnam
The 5th International Conference on Green Technology and Sustainable Development 2020, Da Nang city, Vietnam
SELECTED PUBLICATIONS
4. TN Nguyen , J. Lee, Liem Dinh-Tien, L. Minh Dang. Deep learned one-iteration nonlinear solver for solid mechanics. International Journal for Numerical Methods in Engineering 123 (8), 1841-1860. (2022)
3. TN Nguyen, Ta Duy Hien, T. Nguyen-Thoi, J. Lee. A unified adaptive approach for membrane structures: Form finding and large deflection isogeometric analysis. Computer Methods in Applied Mechanics and Engineering 369,113239.(2020)
2.TN Nguyen , S. Lee, H. Nguyen-Xuan, J. Lee. A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling. Computer Methods in Applied Mechanics and Engineering 354, 506-526. (2019)
1. TN Nguyen , Thai CH, AT Luu, H. Nguyen-Xuan, J. Lee. NURBS-based postbuckling analysis of functionally graded carbon nanotube-reinforced composite shells. Computer Methods in Applied Mechanics and Engineering 347, 983-1003. (2019)
INTERNATIONAL PAPERS (ISI, SCOPUS)
2023
26. L. Minh Dang, Kyungbok Min, Tan N. Nguyen, Han Yong Park, O New Lee, Hyoung-Kyu Song, Hyeonjoon Moon. Vision-Based White Radish Phenotypic Trait Measurement with Smartphone Imagery. Agronomy 2023, 13(6), 1630 (IF: 3.949, Q1, rank: 18/90)
25. Minh Dang, Hanxiang Wang, Tri-Hai Nguyen, Lilia Tightiz, Liem Dinh Tien, Tan N. Nguyen, Ngoc Phi Nguyen. CDD-TR: Automated concrete defect investigation using an improved deformable transformers. Journal of Building Engineering 75: 106976 (IF: 7.144, Q1, rank: 9/138)
24. L. Minh Dang, Jihye Shin, Yanfen Li, Lilia Tightiz, Tan N. Nguyen, Hyoung-Kyu Song, Hyeonjoon Moon. Toward explainable heat load patterns prediction for district heating. Scientific Reports (2023) 13:7434. (IF: 4.997, Q1, rank: 19/74)
23. L. Minh Dang, Hanxiang Wang, Yanfen Li, Le Quan Nguyen, Tan N. Nguyen, Hyoung-Kyu Song, Hyeonjoon Moon. Lightweight pixel-level semantic segmentation and analysis for sewer defects using deep learning. Construction and Building Materials 371 (2023) 130792. (IF: 7.693, Q1, rank: 5/138)
22. Son H. Nguyen, Nam N. Nguyen, Tien-Dat Hoang, Tan N. Nguyen, Trung Nguyen-Thoi. Alpha (α) assumed rotations and shear strains for spatially isotropic polygonal Reissner-Mindlin plate elements (αARS-Poly). Computers & Structures 274: 106900 (Q1, IF: 5.372, ranking: 23/138)
2022
21. L. Minh Dang, Hanxiang Wang, yanfen Li, Le Quan Nguyen, Tan N. Nguyen, Hyoung-Kyu Song, Hyeonjoon Moon. Deep learning-based masonry crack segmentation and real-life crack length measurement. Construction and Building Materials 2022; 359:129438 (IF: 7.693, Q1, rank: 5/138)
20. Junchang Ci, Mizan Ahmed, Viet-Linh Tran, Hong Jia, Shicai Chen, Tan N. Nguyen. Buckling resistance of axially loaded square concrete-filled double steel tubular columns. Steel and Composite Structures 2022. 43:6, 689-706 (Q1, IF: 6.144, ranking: 14/138)
19. L Minh Dang, Sujin Lee, Yanfen Li, Chanmi Oh, TN Nguyen , Hyoung-Kyu Song, Hyeonjoon Moon. Daily and seasonal heat usage patterns analysis in heat networks. Scientific Reports 12:9165
18. SH Nguyen, TN Nguyen , T Nguyen-Thoi. A finite element level-set method for stress-based topology optimization of plate structures. Computers & Mathematics with Applications 115, 26-40. (My role: co-corresponding author)
17. LM Dang, H Wang, Y Li, Y Park, C Oh, TN Nguyen , H Moon. Automatic tunnel lining crack evaluation and measurement using deep learning. Tunneling and Underground Space Technology 124, 104472
16. TN Nguyen , LM Dang, J Lee, PV Nguyen. Load-Carrying Capacity of Ultra-Thin Shells with and without CNTs Reinforcement. Mathematics 10 (9), 1481
15. TN Nguyen , J. Lee, Liem Dinh-Tien, L. Minh Dang. Deep learned one-iteration nonlinear solver for solid mechanics . International Journal for Numerical Methods in Engineering 123 (8), 1841-1860 .
14. LM Dang, H Wang, Y Li, TN Nguyen , H Moon. DefectTR: End-to-end defect detection for sewage networks using a transformer. Construction and Building Materials 325, 126584
13. D Minh, HX Wang, YF Li, TN Nguyen . Explainable artificial intelligence: a comprehensive review. Artificial Intelligence Review 55 (5), 3503-3568
2021
12. LM Dang, SJ Kyeong, Y Li, H Wang,TN Nguyen, H Moon. Deep Learning-based Sewer Defect Classification for Highly Imbalanced Dataset. Computers & Industrial Engineering, 107630
2020
11. VN Nguyen, H Nguyen-Xuan, TN Nguyen, J Kang, J Lee. A comprehensive analysis of auxetic honeycomb sandwich plates with graphene nanoplatelets reinforcement. Composite Structures, 113213
10. Y Li, H Wang, LM Dang, TN Nguyen, D Han, A Lee, I Jang, H Moon. A Deep Learning-Based Hybrid Framework for Object Detection and Recognition in Autonomous Driving. IEEE Access 8, 194228-194239.
9. TN Nguyen, Seunghye Lee, Phu-Cuong Nguyen, H. Nguyen-Xuan, J. Lee. Geometrically nonlinear postbuckling behavior of imperfect FG-CNTRC shells under axial compression using isogeometric analysis. European Journal of Mechanics-A/Solids 84, 104066.
8. TN Nguyen, Ta Duy Hien, T. Nguyen-Thoi, J. Lee. A unified adaptive approach for membrane structures: Form finding and large deflection isogeometric analysis. Computer Methods in Applied Mechanics and Engineering 369, 113239.
7. TN Nguyen , H. Nguyen-Xuan, J. Lee. A novel data-driven nonlinear solver for solid mechanics using time series forecasting. Finite Elements in Analysis and Design 171, 103377.
2019
6. TN Nguyen , S. Lee, H. Nguyen-Xuan, J. Lee. A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling. Computer Methods in Applied Mechanics and Engineering 354, 506-526.
5.TN Nguyen , Thai CH, AT Luu, H. Nguyen-Xuan, J. Lee. NURBS-based postbuckling analysis of functionally graded carbon nanotube-reinforced composite shells. Computer Methods in Applied Mechanics and Engineering 347, 983-1003.
2018
4.TN Nguyen , CH Thai, H. Nguyen-Xuan, J. Lee. NURBS-based analyzes of functionally graded carbon nanotube-reinforced composite shells. Composite Structures , 349-360.
3. TN Nguyen , CH Thai, H. Nguyen-Xuan, J. Lee. Geometrically nonlinear analysis of functionally graded material plates using an improved moving Kriging meshfree method based on a refined plate theory. Composite Structures 193, 268-280.
2016
2.TN Nguyen , CH Thai, H. Nguyen-Xuan. A novel computational approach for functionally graded isotropic and sandwich plate structures based on a rotation-free meshfree method. Thin-Walled Structures 107, 473-488.
1. CH Thai, TN Nguyen , T. Rabczuk, H. Nguyen-Xuan. An improved moving Kriging meshfree method for plate analysis using a refined plate theory. Computers & Structures 176, 34-49.
INTERNATIONAL CONFERENCES
4.Tan N. Nguyen , Pham Toan Thang, Dieu Thanh Thi Do, Seunghye Lee, Jaehong Lee. Postbuckling isogeometric analysis of functionally graded carbon nanotube-reinforced composite shells under combined loading. Proceedings of the International Conference on Sustainable Civil Engineering and Architecture, Viet Nam, 2019.
3. Hau Tien Mai, Sangeun Park, Taeseop Kim, Tuan Anh Nguyen, Ngoc Tan Nguyen , and Jaehong Lee. Deep Learning Used in Optimization Problems. The 10th International Conference on Computational Methods, Singapore, 2019.
2. Tan N. Nguyen , Jaewook Lee, Thi Thanh Dieu Do, Tam T. Truong, Sangeun Park, Jaehong Lee. An efficient computational approach for nonlinear bending analysis of functionally graded material plates. The 12th Asian Pacific Conference on Shell & Spatial Structures, Malaysia, 2018.
1. Sumin Kim, Nam Il Kim, Hyunjoo Kim, TN Nguyen , Qui X. Lieu, Jaehong Lee. Truss Damage Detection Using Modified Differential Evolution Algorithm with Comparative Studies. The International Conference on Advances in Computational Mechanics, Vietnam, 2017.
DOMESTIC CONFERENCES
2. Tan N. Nguyen , Chien H. Thai and H. Nguyen-Xuan. Geometrically nonlinear analysis of functionally graded material plate using an improved moving Kriging meshfree method and a four variables theory. Proceedings of the national conference on Engineering mechanics, Da Nang province, Viet Nam, 08/2015.
1. Nguyen Ngoc Tan , Bui Quoc Tinh, Nguyen Ngoc Minh, Do Kien Quoc. Static and free vibration analyzes of Mindlin plate based on a meshfree method. Proceedings of the tenth national conference on Solid mechanics, Thai Nguyen province, Viet Nam, 2010.
RESEARCH COLLABORATIONS
Dr. L. Minh Dang
Sejong University, South Korea
