Fatimah Alzubaidi

Automated lithology classification from drill core images using convolutional neural networks

Fatimah Alzubaidi, Peyman Mostaghimi, Paweł Świętojański et al. · Journal of Petroleum Science and Engineering · 2020 · 156 citations

Image Classification, Convolutional Neural Network, Machine Vision +14

Machine learning for predicting properties of porous media from 2d X-ray images

Naif Alqahtani, Fatimah Alzubaidi, Ryan T. Armstrong et al. · Journal of Petroleum Science and Engineering · 2019 · 152 citations

Materials Science, Pore Structure, Image Analysis +14

Automatic fracture detection and characterization from unwrapped drill-core images using mask R–CNN

Fatimah Alzubaidi, Patrick Makuluni, Stuart Clark et al. · Journal of Petroleum Science and Engineering · 2021 · 53 citations

Drilling Mechanics, Convolutional Neural Network, Image Analysis +13

Automated Rock Quality Designation Using Convolutional Neural Networks

Fatimah Alzubaidi, Peyman Mostaghimi, Guangyao Si et al. · Rock Mechanics and Rock Engineering · 2022 · 51 citations · Full text

Image Classification, Convolutional Neural Network, Image Analysis +15

Effective permeability of an immiscible fluid in porous media determined from its geometric state

Fatimah Alzubaidi, Peyman Mostaghimi, Yufu Niu et al. · Physical Review Fluids · 2023 · 17 citations · Full text

Hydrogeology, Pore Structure, Engineering +14