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Newsletter January 2024 on Smart Computing in Civil Engineering Research Group (SCCE)

New ISI Publications:
The Smart Computing in Civil Engineering (SCCE) Research Group has recently published several international papers in ISI journals, covering topics related to the application of artificial intelligence in construction, advanced pile foundation analysis techniques, and computational soil mechanics.
[1] "Corrosion effect on bond behavior between rebar and concrete using Bayesian regularized feed-forward neural network."
Authors: Nguyen, T.H., Nguyen, T., Truong, T.T., Doan, D.T.V., Tran, D.H.
Published in: Structures (Vol. 51, pp. 1525-1538), Elsevier, May 2023.
[2] "Coupling isogeometric analysis with deep learning for stability evaluation of rectangular tunnels."
Authors: Nguyen-Minh, T., Bui-Ngoc, T., Shiau, J., Nguyen, T., Nguyen-Thoi, T.
Published in: Tunnelling and Underground Space Technology, Vol. 140, p.105330, 2023.
[3] "Soft computing for determining base resistance of super-long piles in soft soil: A coupled SPBO-XGBoost approach."
Authors: Nguyen, T., Ly, D.K., Huynh, T.Q., Nguyen, T.T.
Published in: Computers and Geotechnics, Vol. 162, p.105707, 2023.
[4] "Revisiting Active and Passive Earth Pressure Problems using Three Stability Factors."
Authors: Nguyen, T., Shiau, J.
Published in: Computers and Geotechnics, Vol. 163, p.105759, 2023.
[5] "Bidirectional static loading tests on barrette piles. A case history from Ho Chi Minh City, Vietnam."
Authors: Nguyen, T., Fellenius, B.H.
Published in: Canadian Geotechnical Journal, (ja), 2024.
[6] "Enhanced earth pressure determination with negative wall-soil friction using soft computing."
Authors: Nguyen, T., Shiau, J., Ly, D.K.
Published in: Computers and Geotechnics, Vol. 167, p.106086, 2024.
New Research Projects:
University-level Project:
Project title: Principal investigator for the project "Study of ultimate load capacity of large cross-section bored piles based on O-cell load test results" (Code: FOSTECT.2022.06).
National Level Project (Nafosted Fund):
Project title: "Development of numerical solutions for axial load capacity calculation of pre-stressed high-strength concrete piles using drilling and axial pressing methods." (Code: NCUD.02-2022.08).
Welcome message:
The SCCE Group welcomes individuals with interests and expertise in numerical methods and smart computing, in various roles such as Research Assistants, Postdoctoral Researchers, and Researchers. Additionally, the SCCE Group warmly welcomes businesses interested in collaborating on optimizing pile foundation designs and bidirectional pile load testing experiments.
Contact:
Dr. Nguyen Tan
Phone: 0968720722
Email: nguyentan@tdtu.edu.vn
Pictures:

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Figure 1. Distribution of beta coefficients in pile foundation analysis (Nguyen and Fellenius, 2024)
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Figure 2. Partial dependence plots analyzing the influence of parameters on the tip resistance of drilled shafts using FNN neural network method (Nguyen et al., 2023)