Items where Author is "Mahmoodzadeh, Arsalan"

Mahmoodzadeh, Arsalan and Reza Nejati, Hamid and R.Flaih, Laith and Hashim Ibrahim, Hawkar and A. Alenizi, Farhan and Alassaf, Yahya (2024) A Rigorous Examination of Twelve Cutting-Edge Machine-Learning Techniques for Predicting Time and Cost in Tunneling Projects. Journal of Construction Engineering and Management, 150 (12). ISSN 1943-7862

Mahmoodzadeh, Arsalan and Ghazouani, Nejib and Mohammed, Adil Hussein and Ibrahim, Hawkar Hashim and Alghamdi, Abdulaziz and Albaijan, Ibrahim and El Ouni, Mohamed Hechmi (2024) Predicting Rockbursts in Deep Tunnels Based on Ejection Velocity and Kinetic Energy Measurements Using Advanced Machine Learning. Automation in Construction, 166 (105671): 105671. ISSN 09265805

Kewalramani, Manish and Samad, Hanan and Mohammed, Adil Hussein and Mahmoodzadeh, Arsalan and Albaijan, Ibrahim and Ibrahim, Hawkar Hashim and Alsulamy, Saleh (2024) Predicting The Splitting Tensile Strength of Manufactured-Sand Concrete Containing Stone Nano-Powder Through Advanced Machine Learning Techniques. Advances in nano research, 16 (4). 375- 394. ISSN 2287-2388

Mahmoodzadeh, Arsalan and Ibrahim, Hawkar Hashim and Flaih, Laith R. and Alanazi, Abed and Alqahtani, Abdullah and Alsubai, Shtwai and Ben Kahla, Nabil and Mohammed, Adil Hussein (2024) A Gene expression Programming-based Model to Predict Water Inflow into Tunnels. Geomechanics and Engineering, 37 (1). pp. 65-72.

Albaijan, Ibrahim and Voronkova, Daria K. and Flaih, Laith R. and Alkahtani, Meshel Q. and Mahmoodzadeh, Arsalan and Ibrahim, Hawkar Hashim and Mohammed, Adil Hussein (2024) The Gene Expression Programming Method for Estimating Compressive Strength of Rocks. Geomechanics and Engineering, 36 (5). pp. 465-474. ISSN 2092-6219

Albaijan, Ibrahim and Samadi, Hanan and Muhammad Zeki Mahmood, Firas and Mahmoodzadeh, Arsalan and Fakhri, Danial and Hashim Ibrahim, Hawkar and Hechmi El Ouni, Mohamed (2024) Evaluation of Concrete's Fracture Toughness Under an Acidic Environment Condition Using Advanced Machine Learning Algorithms. Engineering Fracture Mechanics, 298: 109948. ISSN 00137944

Hussein Mohammed, Adil and Huang, Zanyu and Han, Qiuyue and Mahmoodzadeh, Arsalan and Ghazouani, Nejib and Alsubai, Shtwai and Alanazi, Abed and Alqahtani, Abdullah (2023) Machine Learning-based Techniques to Facilitate the Production of Stone Nano Powder-reinforced Manufactured-sand Concrete. Advances in Nano Research,, 15 (6). pp. 533-539.

Mahmoodzadeh, Arsalan and Alanazi, Abed and Hussein Mohammed, Adil and Hashim Ibrahim, Hawkar and Alqahtani, Abdullah and Alsubai, Shtwai and Babeker Elhag, Ahmed (2023) Comprehensive Analysis of Multiple Machine Learning Techniques for Rock Slope Failure Prediction. Journal of Rock Mechanics and Geotechnical Engineering. ISSN 16747755

Albaijan, Ibrahim and Mahmoodzadeh, Arsalan and Hussein Mohammed, Adil and Mohammadi, Mokhtar and Gutub, Sohaib and Mutab Alsalami, Omar and Hashim Ibrahim, Hawkar and Alashker, Yasser (2023) Estimating the Initial Fracture Energy of Concrete Using Various Machine Learning Techniques. Engineering Fracture Mechanics, 295. p. 109776. ISSN 00137944

Mahmoodzadeh, Arsalan and Alanazi, Abed and Hussein Mohammed, Adil and Babeker Elhag, Ahmed and Alqahtani, Abdullah and Alsubai, Shtwai (2023) An Optimized Model Based on the Gene Expression Programming Method to Estimate Safety Factor of Rock Slopes. Natural Hazards, 120 (2). pp. 1665-1688. ISSN 0921-030X

Samadi, Hanan and Mahmoodzadeh, Arsalan and Hussein Mohammed, Adil and Alenizi, Farhan A. and Hashim Ibrahim, Hawkar and Nematollahi, Mojtaba and Babeker Elhag, Ahmed (2023) Application of Several Fuzzy-Based Techniques for Estimating Tunnel Boring Machine Performance in Metamorphic Rocks. Rock Mechanics and Rock Engineering, 57 (2). pp. 1471-1494. ISSN 0723-2632

Albaijan, Ibrahim and Mahmoodzadeh, Arsalan and R. Flaih, Laith and Hashim Ibrahim, Hawkar and Alashker, Yasser and Hussein Mohammed, Adil (2023) Evaluating the Tensile Strength of Reinforced Concrete Using Optimized Machine Learning Techniques. Engineering Fracture Mechanics, 292: 109677. ISSN 00137944

Albaijan, Ibrahim and Mahmoodzadeh, Arsalan and Hussein Mohammed, Adil and Fakhri, Danial and Hashim Ibrahim, Hawkar and Mohamed Elhadi, Khaled (2023) Optimal Machine Learning-Based Method for Gauging Compressive Strength of Nanosilica-Reinforced Concrete. Engineering Fracture Mechanics, 291. ISSN 00137944

Khodayari, Ahmadreza and Fakhri, Danial and Mohammed, Adil Hussein and Albaijan, Ibrahim and Mahmoodzadeh, Arsalan and Ibrahim, Hawkar and Elhag, Ahmed and Rashidi, Shima (2023) The Gene Expression Programming Method to Generate an Equation to Estimate Fracture Toughness of Reinforced Concrete. Steel and Composite Structures,, 48 (2). pp. 163-177.

Mahmoodzadeh, Arsalan and Seyed Alizadeh, Seyed Mehdi and Hussein Mohammed, Adi and Babeker Elhag, Ahmed and Hashim Ibrahim, Hawkar and Rashidi, Shima (2023) LSTM Algorithm to Determine the State of Minimum Horizontal Stress During well Logging Operation. Geomechanics and Engineering, 34 (1). pp. 43-49.

Albaijan, Ibrahim and Fakhri, Danial and Hussein Mohammed, Adil and Mahmoodzadeh, Arsalan and Hashim Ibrahim, Hawkar and Babeker Elhag, Ahmed and Rashidi, Shima (2023) Several Machine Learning Models to Estimate the Effect of an Acid Environment on the Effective Fracture Toughness of Normal and Reinforced Concrete. Theoretical and Applied Fracture Mechanics, 126. p. 103999. ISSN 01678442

Mahmoodzadeh, Arsalan and Fakhri, Danial and Hussein Mohammed, Adil and Salih Mohammed, Amin and Hashim Ibrahim, Hawkar and Rashidi, Shima (2023) Estimating the Effective Fracture Toughness of a Variety of Materials using Several Machine Learning Models. Engineering Fracture Mechanics, 286. p. 109321. ISSN 00137944

Mahmoodzadeh, Arsalan and Nejati, Hamid Reza and Hussein Mohammed, Adil and Mohammadi, Mokhtar and Hashim Ibrahim, Hawkar and Rashidi, Shima and Farid Hama Ali, Hunar (2023) Prediction of Minimum Horizontal Stress in Oil Wells Using Recurrent Neural Networks. Geoenergy Science and Engineering, 223. p. 211560. ISSN 29498910

Mahmoodzadeh, Arsalan and Ghafourian, Hossein and Hussein Mohammed, Adil and Rezaei, Nafiseh and Hashim Ibrahim, Hawkar and Rashidi, Shima (2023) Predicting Tunnel Water Inflow Using a Machine Learning-Based Solution to Improve Tunnel Construction Safety. Transportation Geotechnics, 40. p. 100978. ISSN 22143912

Mahmoodzadeh, Arsalan and Mohammed, Adil Hussein and Ibrahim, Hawkar Hashim and Rashidi, Shima and Salih, Yusra Ahmed (2022) Development of Machine Learning-based Methods to Reduce the Uncertainty of Tunneling Projects. UKH Journal of Science and Engineering, 6 (2). pp. 8-14. ISSN 25207792

Mahmoodzadeh, Arsalan and Taghizadeh, Mohammadreza and Mohammed, Adil Hussein and Ibrahim, Hawkar Hashim and Samadi, Hanan and Mohammadi, Mokhtar and Rashidi, Shima (2022) Tunnel Wall Convergence Prediction Using Optimized LSTM Deep Neural Network. Geomechanics and Engineering, 31 (6). pp. 545-556.

Mahmoodzadeh, Arsalan and Ali, Hunar Farid Hama and Ibrahim, Hawkar Hashim and Mohammed, Adil Hussein and Rashidi, Shima and Mahmood, Mohammed Latif and Ali, Mohammed Sardar (2022) Application of Autoregressive Model in the Construction Management of Tunnels. Acta Montanistica Slovaca (27). pp. 581-588. ISSN 1335-1788

Mahmoodzadeh, Arsalan and Rashidi, Shima and Mohammed, Adil Hussein and Hama Ali, Hunar Farid and Ibrahim, Hawkar Hashim (2022) Probabilistic Prediction of Geological Status of Tunnel Route Using the Markov Method. In: 4th International Conference on Communication Engineering and Computer Science (CIC-COCOS’2022), 30-31March/2022, Cihan University-Erbil.

Mahmoodzadeh, Arsalan and Rashidi, Shima and Mohammed, Adil Hussein and Hama Ali, Hunar Farid and Ibrahim, Hawkar Hashim (2022) Machine Learning Approaches to Enable Resource Forecasting Process of Road Tunnels Construction. In: 4 th International Conference on Communication Engineering and Computer Science (CIC-COCOS’2022), 30-31/March/2022, Cihan University-Erbil.