Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part II: Semantic segmentation using a 2.5D CNN April 1, 2023 A Roslin M Marsh B Provencher T Mitchell I Onederra C Leonardi Convolutional Neural Network Deep Learning Igneous Rocks Micro-Ct Segmentation U-Net 2.5d Publications
Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN). Part III: Enhancement of Scanco micro-CT images of granodiorite rocks using a 3D convolutional neural network super-resolution algorithm April 1, 2023 A Roslin M Lebedev T Mitchell I Onederra C Leonardi Convolutional Neural Network Deep Learning Igneous Rocks Micro-Ct Scanco Super-Resolution U-Net 3d Xradia Publications
Quantifying the Permeability Enhancement from Blast-Induced Microfractures in Porphyry Rocks Using a Cumulant Lattice Boltzmann Method February 1, 2023 T Mitchell A Roslin L Laniewski-Wollk I Onederra C Leonardi In Situ Recovery Lattice Boltzmann Method Permeability Characterisation Pre-Conditioning Publications
Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part I: Super-resolution enhancement using a 3D CNN October 1, 2022 A Roslin M Marsh N Piche B Provencher T Mitchell I Onederra C Leonardi Convolutional Neural Network Deep Learning Igneous Rocks Micro-Ct Super-Resolution U-Net 3d Publications
3D pore system reconstruction using nano-scale 2D SEM images and pore size distribution analysis for intermediate rank coal matrix September 1, 2020 A Roslin D Pokrajac K Wu Y Zhou Coal Matrix Nano-Scale Pore Size Distributation Sem
Coal matrix pore analysis using nanoscale scanning electron microscopy and direct capillary pressure curve simulation June 18, 2020 A Roslin D Pokrajac Y Zhou
Well log clustering as a tool for rock typing of carbonate reservoir Кластеризация кривых ГИС как инструмент для выделения рок-типов в карбонатном коллекторе January 1, 2020 I Churochkin P Kharitontseva A Roslin
Cleat structure analysis and permeability simulation of coal samples based on micro-computed tomography (micro-CT) and scan electron microscopy (SEM) technology October 15, 2019 A Roslin D Pokrajac Y Zhou Coal Bed Methane Lattice Botzmann Method Micro-Ct Permeability Sem Subvoxel Algorithm
Permeability Upscaling Using the Cubic Law Based on the Analysis of Multiresolution Micro Computed Tomography Images of Intermediate Rank Coal September 19, 2019 A Roslin D Pokrajac Y Zhou
Characterization of dual porosity system in suthern Qinshui basin coal with micro-CT and nano-scale SEM technology June 3, 2019 A Roslin Y Zhou D Pokrajac