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11/28/2022
DeepAngle: Fast calculation of contact angles in tomography images using deep learning
DeepAngle is a machine learning-based method to determine the contact an...
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12/16/2021
A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution
X-ray micro-computed tomography (micro-CT) has been widely leveraged to ...
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11/01/2021
Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling
There are inherent field-of-view and resolution trade-offs in X-Ray micr...
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04/22/2020
ML-LBM: Machine Learning Aided Flow Simulation in Porous Media
Simulation of fluid flow in porous media has many applications, from the...
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02/13/2020
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images
Segmentation of 3D micro-Computed Tomographic uCT) images of rock sample...
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07/15/2019
Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning
Digital Rock Imaging is constrained by detector hardware, and a trade-of...
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04/16/2019