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 | 31 | 2023 |
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 | 21 | 2024 |
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 | 19 | 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 25 (7), 5317-5333, 2024 | 8 | 2024 |
Integrating Machine Learning and Genetic Expression Programming for Enhanced Punching Shear Strength Prediction A Mahmoudian, N Tajik, A Darabi, M Mohammadzadeh Taleshi, ... Civil Engineering Infrastructures Journal, 2024 | 1 | 2024 |
Laminar Soil Box Facility’s Commissioning Performance Analysis M Mohammadzadeh Taleshi, E Esmaeilzadeh Seylabi College of Engineering at University of Nevada, Reno, Infrastructure forum, 2024 | | 2024 |
Laboratory-scale distributed dynamic response sensing of structure and soil M Mohammadzadeh Taleshi, E Esmaeilzadeh Seylabi College of Engineering at University of Nevada, Reno, Infrastructure forum, 2023 | | 2023 |
Numerical Modeling of Sedimentation and Non-Linear Consolidation of Wet Iron Ore Mine Tailings M Mohammadzadeh Taleshi Sharif University of Technology, 2021 | | 2021 |