| Artificial intelligence forecasting models of uniaxial compressive strength A Mahmoodzadeh, M Mohammadi, HH Ibrahim, SN Abdulhamid, ... Transportation Geotechnics 27, 100499, 2021 | 81 | 2021 |
| 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 | 75 | 2020 |
| 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 | 53 | 2022 |
| 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 | 50 | 2021 |
| 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 | 50 | 2016 |
| 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 | 49 | 2021 |
| 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 | 44 | 2021 |
| Machine Learning Techniques to Predict Rock Strength Parameters Arsalan Mahmoodzadeh, Mokhtar Mohammadi, Sirwan Ghafoor Salim, Hunar Farid ... Rock Mechanics and Rock Engineering, 2022 | 43 | 2022 |
| 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 | 42 | 2020 |
| 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 | 38 | 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 | 34 | 2022 |
| Forecasting sidewall displacement of underground caverns using machine learning techniques A Mahmoodzadeh, M Mohammadi, HH Ibrahim, KMG Noori, ... Automation in Construction 123, 103530, 2021 | 33 | 2021 |
| Tunnel geomechanical parameters prediction using Gaussian process regression A Mahmoodzadeh, M Mohammadi, HH Ibrahim, TA Rashid, ... Machine Learning with Applications 3, 100020, 2021 | 32 | 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 | 31 | 2022 |
| 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 | 28 | 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 | 28 | 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 | 25 | 2019 |
| 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 | 24 | 2021 |
| 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 | 19 | 2023 |
| Extreme learning machine evolved by fuzzified hunger games search for energy and individual thermal comfort optimization L Wang, M Khishe, M Mohammadi, A Mahmoodzadeh Journal of Building Engineering 60, 105187, 2022 | 14 | 2022 |
