Mohammad Mehrad

Machine-learning predictions of solubility and residual trapping indexes of carbon dioxide from global geological storage sites

Shadfar Davoodi, Hung Vo Thanh, David A. Wood et al. · Expert Systems with Applications · 2023 · 93 citations

Carbon Dioxide, Carbon Sequestration, Biogeochemistry +9

A geomechanical approach to casing collapse prediction in oil and gas wells aided by machine learning

Nima Mohamadian, Hamzeh Ghorbani, David A. Wood et al. · Journal of Petroleum Science and Engineering · 2020 · 88 citations

Geotechnical Engineering, Engineering, Machine Learning +9

Hybrid machine learning algorithms to enhance lost-circulation prediction and management in the Marun oil field

Mohammad Sabah, Mohammad Mehrad, Seyed Babak Ashrafi et al. · Journal of Petroleum Science and Engineering · 2020 · 84 citations

Hybrid Machine, Marun Oil Field, Engineering +12

Predicting shear wave velocity from conventional well logs with deep and hybrid machine learning algorithms

Meysam Rajabi, Omid Hazbeh, Shadfar Davoodi et al. · Journal of Petroleum Exploration and Production Technology · 2022 · 80 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Developing a new rigorous drilling rate prediction model using a machine learning technique

Mohammad Mehrad, Mahdi Bajolvand, Ahmad Ramezanzadeh et al. · Journal of Petroleum Science and Engineering · 2020 · 74 citations

Machine Learning Technique, Machine Learning, Data Science +12