| Forecasting maximum surface settlement caused by urban tunneling A Mahmoodzadeh, M Mohammadi, A Daraei, HFH Ali, NK Al-Salihi, ... Automation in Construction 120, 103375, 2020 | 98 | 2020 |
| Artificial intelligence forecasting models of uniaxial compressive strength A Mahmoodzadeh, M Mohammadi, HH Ibrahim, SN Abdulhamid, ... Transportation Geotechnics 27, 100499, 2021 | 96 | 2021 |
| Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm A Mahmoodzadeh, HR Nejati, M Mohammadi, HH Ibrahim, S Rashidi, ... Expert Systems with Applications 209, 118303, 2022 | 84 | 2022 |
| Presenting the best prediction model of water inflow into drill and blast tunnels among several machine learning techniques A Mahmoodzadeh, M Mohammadi, KMG Noori, M Khishe, HH Ibrahim, ... Automation in Construction 127, 103719, 2021 | 71 | 2021 |
| Prediction of safety factors for slope stability: comparison of machine learning techniques A Mahmoodzadeh, M Mohammadi, H Farid Hama Ali, H Hashim Ibrahim, ... Natural Hazards, 1-29, 2022 | 66 | 2022 |
| Machine Learning Techniques to Predict Rock Strength Parameters Arsalan Mahmoodzadeh, Mokhtar Mohammadi, Sirwan Ghafoor Salim, Hunar Farid ... Rock Mechanics and Rock Engineering, 2022 | 64 | 2022 |
| Machine learning forecasting models of disc cutters life of tunnel boring machine A Mahmoodzadeh, M Mohammadi, HH Ibrahim, SN Abdulhamid, HFH Ali, ... Automation in Construction 128, 103779, 2021 | 61 | 2021 |
| Forecasting tunnel geology, construction time and costs using machine learning methods A Mahmoodzadeh, M Mohammadi, A Daraei, H Farid Hama Ali, ... Neural Computing and Applications 33, 321-348, 2021 | 59 | 2021 |
| Prediction of Mode-I rock fracture toughness using support vector regression with metaheuristic optimization algorithms Arsalan Mahmoodzadeh, Hamid Reza Nejati, Mokhtar Mohammadi, Hawkar Hashim ... Engineering Fracture Mechanics 264, 108334, 2022 | 58 | 2022 |
| Optimized machine learning modelling for predicting the construction cost and duration of tunnelling projects A Mahmoodzadeh, HR Nejati, M Mohammadi Automation in Construction 139, 104305, 2022 | 56 | 2022 |
| Probabilistic prediction of expected ground condition and construction time and costs in road tunnels A Mahmoodzadeh, S Zare Journal of Rock Mechanics and Geotechnical Engineering 8 (5), 734-745, 2016 | 54 | 2016 |
| Decision-making in tunneling using artificial intelligence tools A Mahmoodzadeh, M Mohammadi, A Daraei, RH Faraj, RMD Omer, ... Tunnelling and Underground Space Technology 103, 103514, 2020 | 48 | 2020 |
| Predicting tunnel water inflow using a machine learning-based solution to improve tunnel construction safety A Mahmoodzadeh, H Ghafourian, AH Mohammed, N Rezaei, HH Ibrahim, ... Transportation Geotechnics 40, 100978, 2023 | 45 | 2023 |
| Tunnel geomechanical parameters prediction using Gaussian process regression A Mahmoodzadeh, M Mohammadi, HH Ibrahim, TA Rashid, ... Machine Learning with Applications 3, 100020, 2021 | 41 | 2021 |
| Forecasting sidewall displacement of underground caverns using machine learning techniques A Mahmoodzadeh, M Mohammadi, HH Ibrahim, KMG Noori, ... Automation in Construction 123, 103530, 2021 | 36 | 2021 |
| Dynamic reduction of time and cost uncertainties in tunneling projects A Mahmoodzadeh, M Mohammadi, SN Abdulhamid, HH Ibrahim, HFH Ali, ... Tunnelling and Underground Space Technology 109, 103774, 2021 | 33 | 2021 |
| Dynamic prediction models of rock quality designation in tunneling projects A Mahmoodzadeh, M Mohammadi, HFH Ali, SN Abdulhamid, HH Ibrahim, ... Transportation geotechnics 27, 100497, 2021 | 32 | 2021 |
| Updating ground conditions and time-cost scatter-gram in tunnels during excavation A Mahmoodzadeh, M Mohammadi, A Daraei, TA Rashid, AFH Sherwani, ... Automation in Construction 105, 102822, 2019 | 32 | 2019 |
| Stabilization of problematic soil by utilizing cementitious materials A Daraei, AFH Sherwani, RH Faraj, S Mohammad, S Kurdo, S Zare, ... Innovative Infrastructure Solutions 4, 1-11, 2019 | 31 | 2019 |
| Numerical and Machine Learning Modeling of Hard Rock Failure Induced by Structural Planes around Deep Tunnels Arsalan Mahmoodzadeh, Hamid Reza Nejati, Mokhtar Mohammadi, Amin Salih ... Engineering Fracture Mechanics, 108648, 2022 | 24 | 2022 |