Mostafa Mohammadzadeh Taleshi

Ensemble machine learning-based approach with genetic algorithm optimization for predicting bond strength and failure mode in concrete-GFRP mat anchorage interface

Alireza Mahmoudian, Nima Tajik, Mostafa Mohammadzadeh Taleshi et al. · Structures · 2023 · 44 citations

Engineering, Civil Engineering, Materials Engineering +17

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 environmental conditions

Nima Tajik, Alireza Mahmoudian, Mostafa Mohammadzadeh Taleshi et al. · Asian Journal of Civil Engineering · 2023 · 25 citations

Natural Sciences, Materials Engineering, Materials Science +15

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

Mostafa Mohammadzadeh Taleshi, Nima Tajik, Alireza Mahmoudian et al. · Case Studies in Construction Materials · 2024 · 25 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +15

Interpretable machine learning models for predicting flexural bond strength between FRP/steel bars and concrete

Mohsen Ebrahimzadeh, Alireza Mahmoudian, Nima Tajik et al. · Structures · 2025 · 16 citations · Full text

Engineering, Civil Engineering, Materials Engineering +17

Shear capacity assessment of perforated steel plate shear wall based on the combination of verified finite element analysis, machine learning, and gene expression programming

Maryam Bypour, Alireza Mahmoudian, Nima Tajik et al. · Asian Journal of Civil Engineering · 2024 · 11 citations

Engineering, Civil Engineering, Materials Science +13