no code implementations • 23 Mar 2022 • Omar Alfarisi, Zeyar Aung, Qingfeng Huang, Ashraf Al-Khateeb, Hamed Alhashmi, Mohamed Abdelsalam, Salem Alzaabi, Haifa Alyazeedi, Anthony Tzes
Planetary exploration depends heavily on 3D image data to characterize the static and dynamic properties of the rock and environment.
no code implementations • 30 Dec 2021 • Omar Alfarisi, Djamel Ouzzane, Mohamed Sassi, Tiejun Zhang
Each grid block in a 3D geological model requires a rock type that represents all physical and chemical properties of that block.
no code implementations • 26 Nov 2021 • Omar Alfarisi, Aikifa Raza, Djamel Ouzzane, Hongxia Li, Mohamed Sassi, Tiejun Zhang
Permeability has a dominant influence on the flow properties of a natural fluid.
no code implementations • 10 Nov 2021 • Omar Alfarisi, Zeyar Aung, Mohamed Sassi
For defining the optimal machine learning algorithm, the decision was not easy for which we shall choose.
no code implementations • 8 Nov 2021 • Omar Alfarisi, Aikifa Raza, Hongtao Zhang, Djamel Ozzane, Mohamed Sassi, Tiejun Zhang
Notably, IROGA and MLDGRF have produced porosity results with an accuracy of 96. 2% and 97. 1% on the training set and 91. 7% and 94. 4% on blind test validation, respectively, in comparison with the three experimental measurements.