Hawkar Hashim Ibrahim

发表

Numerical and Machine Learning Modeling of Hard Rock Failure Induced by Structural Planes around Deep Tunnels

A. Mahmoodzadeh, M. Mohammadi, Shima Rashidi, 2022, Engineering Fracture Mechanics.

Prediction of safety factors for slope stability: comparison of machine learning techniques

H. Nejati, A. Mahmoodzadeh, M. Mohammadi, 2021, Natural Hazards.

Predicting Tunnel Water Inflow Using a Machine Learning-based Solution to Improve Tunnel Construction Safety

A. Mahmoodzadeh, H. Ghafourian, Adil Hussein Mohammed, 2023, Transportation Geotechnics.

Forecasting Failure Load of Sandstone under different Freezing-Thawing Cycles using Gaussian Process Regression Method and Grey Wolf Optimization Algorithm

Sarkhel H. Taher Karim, A. Mahmoodzadeh, Adil Hussein Mohammed, 2023, Theoretical and applied fracture mechanics (Print).

Estimating the Effective Fracture Toughness of a Variety of Materials using Several Machine Learning Models

A. Mahmoodzadeh, Adil Hussein Mohammed, Amin Salih Mohammed, 2023, Engineering Fracture Mechanics.

Artificial intelligence forecasting models of uniaxial compressive strength

A. Mahmoodzadeh, M. Mohammadi, Hunar Farid Hama Ali, 2020 .

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

A. Mahmoodzadeh, M. Mohammadi, M. Khishe, 2022, Tunnelling and Underground Space Technology.

Prediction of Mixed-mode I and II Effective Fracture Toughness of Several Types of Concrete using the Extrema Gradient Boosting Method and Metaheuristic Optimization Algorithms

M. Hosseini, A. Mahmoodzadeh, Adil Hussein Mohammed, 2022, Engineering Fracture Mechanics.

Prediction of Mode-I Rock Fracture Toughness using Support Vector Regression with Metaheuristic Optimization Algorithms

A. Mahmoodzadeh, M. Mohammadi, Hunar Farid Hama Ali, 2022, Engineering Fracture Mechanics.

Machine Learning Techniques to Predict Rock Strength Parameters

H. Nejati, A. Mahmoodzadeh, M. Mohammadi, 2022, Rock Mechanics and Rock Engineering.

Optimal machine learning-based method for gauging compressive strength of nanosilica-reinforced concrete

A. Mahmoodzadeh, Ibrahim Albaijan, Adil Hussein Mohammed, 2023, Engineering Fracture Mechanics.

Several machine learning models to estimate the effect of an acid environment on the effective fracture toughness of normal and reinforced concrete

A. Mahmoodzadeh, Ibrahim Albaijan, Adil Hussein Mohammed, 2023, Theoretical and Applied Fracture Mechanics.