Ensemble machine learning-based approach with genetic algorithm optimization for predicting bond strength and failure mode in concrete-GFRP mat anchorage interface A Mahmoudian, N Tajik, MM Taleshi, M Shakiba, M Yekrangnia Structures 57, 105173, 2023 | 16 | 2023 |
Explainable XGBoost machine learning model for prediction of ultimate load and free end slip of GFRP rod glued-in timber joints through a pull-out test under various harsh … N Tajik, A Mahmoudian, M Mohammadzadeh Taleshi, M Yekrangnia Asian Journal of Civil Engineering 25 (1), 141-157, 2024 | 10 | 2024 |
Prediction of pull-out behavior of timber glued-in glass fiber reinforced polymer and steel rods under various environmental conditions based on ANN and GEP models MM Taleshi, N Tajik, A Mahmoudian, M Yekrangnia Case Studies in Construction Materials 20, e02842, 2024 | 9 | 2024 |
Experimental and numerical study on weld strengths of built-up steel box columns N Tajik, SR Mirghaderi, A Asghari, M Hamidia Journal of Constructional Steel Research 213, 108362, 2024 | 5 | 2024 |
Post-fire damage classification of reinforced concrete structures using thermal analysis N Tajik, N Elhami-Khorasani, R Ranade, A Tessari, F Szasdi-Bardales The 13th International Conference on Structures in Fire, University of …, 2024 | 1 | 2024 |
Shear capacity assessment of perforated steel plate shear wall based on the combination of verified finite element analysis, machine learning, and gene expression programming M Bypour, A Mahmoudian, N Tajik, MM Taleshi, SR Mirghaderi, ... Asian Journal of Civil Engineering, 1-17, 2024 | | 2024 |
Post-fire Bond Strength Steel Reinforcing Bars to Concrete Using Beam-end Specimens N Tajik, N Elhami-Khorasani, R Ranade, A Tessari | | 2024 |
Numerical and experimental evaluation of fillet and CJP groove weld strengths in welded built-up steel box column joints (panel zone) N Tajik M.Sc. Thesis. Department of Civil Engineering, University of Tehran, 2022 | | 2022 |