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Arsalan Mahmoodzadeh

Forecasting maximum surface settlement caused by urban tunneling
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Automation in Construction · 132
Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Expert Systems with Applications · 128
Prediction of safety factors for slope stability: comparison of machine learning techniques
2021 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Natural Hazards · 125
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Artificial intelligence forecasting models of uniaxial compressive strength
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Transportation Geotechnics · 121
Machine Learning Techniques to Predict Rock Strength Parameters
2022 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Rock Mechanics and Rock Engineering · 118
Presenting the best prediction model of water inflow into drill and blast tunnels among several machine learning techniques
2021 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Automation in Construction · 118
Optimized machine learning modelling for predicting the construction cost and duration of tunnelling projects
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Automation in Construction · 96
Machine learning forecasting models of disc cutters life of tunnel boring machine
2021 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Automation in Construction · 92
Prediction of Mode-I rock fracture toughness using support vector regression with metaheuristic optimization algorithms
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Engineering Fracture Mechanics · 77
Forecasting tunnel geology, construction time and costs using machine learning methods
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Neural Computing and Applications · 64
Predicting tunnel water inflow using a machine learning-based solution to improve tunnel construction safety
2023 · Arsalan Mahmoodzadeh, Hossein Ghafourian, et al. · Transportation Geotechnics · 59
Decision-making in tunneling using artificial intelligence tools
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Tunnelling and Underground Space Technology · 57
Probabilistic prediction of expected ground condition and construction time and costs in road tunnels
2016 · A. Mahmoodzadeh, S. Zare · Journal of Rock Mechanics and Geotechnical Engineering · 51
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Developing six hybrid machine learning models based on gaussian process regression and meta-heuristic optimization algorithms for prediction of duration and cost of road tunnels construction
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Tunnelling and Underground Space Technology · 46
Numerical and Machine learning modeling of hard rock failure induced by structural planes around deep tunnels
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Engineering Fracture Mechanics · 44
Forecasting sidewall displacement of underground caverns using machine learning techniques
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Automation in Construction · 42
Comprehensive analysis of multiple machine learning techniques for rock slope failure prediction
2023 · Arsalan Mahmoodzadeh, Abed Alanazi, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 41
Prediction of Mixed-mode I and II effective fracture toughness of several types of concrete using the extreme gradient boosting method and metaheuristic optimization algorithms
2022 · Danial Fakhri, Ahmadreza Khodayari, et al. · Engineering Fracture Mechanics · 41
Dynamic prediction models of rock quality designation in tunneling projects
2020 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Transportation Geotechnics · 37
Estimating the effective fracture toughness of a variety of materials using several machine learning models
2023 · Arsalan Mahmoodzadeh, Danial Fakhri, et al. · Engineering Fracture Mechanics · 35
Stabilization of problematic soil by utilizing cementitious materials
2019 · Ako Daraei, Aryan Far Haji Sherwani, et al. · Innovative Infrastructure Solutions · 32
Optimal machine learning-based method for gauging compressive strength of nanosilica-reinforced concrete
2023 · Ibrahim Albaijan, Arsalan Mahmoodzadeh, et al. · Engineering Fracture Mechanics · 31
Dynamic reduction of time and cost uncertainties in tunneling projects
2021 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Tunnelling and Underground Space Technology · 31
Forecasting Face Support Pressure During EPB Shield Tunneling in Soft Ground Formations Using Support Vector Regression and Meta-heuristic Optimization Algorithms
2022 · Arsalan Mahmoodzadeh, Hamid Reza Nejati, et al. · Rock Mechanics and Rock Engineering · 30
Updating ground conditions and time-cost scatter-gram in tunnels during excavation
2019 · Arsalan Mahmoodzadeh, Mokhtar Mohammadi, et al. · Automation in Construction · 30
Works count: 65
Citation count: 1,992
H-index: 26
I10-index: 41
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