Top Publications (View all)
- A. Roslin,
D. Pokrajac,
Y. Zhou,
Cleat structure analysis and permeability simulation of coal samples based on micro-computed tomography (micro-CT) and scan electron microscopy (SEM) technology
, Fuel, 2019, [DOI]
- A. Roslin,
D. Pokrajac,
K. Wu,
Y. Zhou,
3D pore system reconstruction using nano-scale 2D SEM images and pore size distribution analysis for intermediate rank coal matrix
, Fuel, 2020, [DOI]
- A. Roslin,
M. Marsh,
N. Piché,
B. Provencher,
T.R. Mitchell,
I.A. Onederra,
C.R. Leonardi,
Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part I: Super-resolution enhancement using a 3D CNN
, Minerals Engineering, 2022, [DOI]
- A. Roslin,
J.S. Esterle,
Electrofacies analysis using high-resolution wireline geophysical data as a proxy for inertinite-rich coal distribution in Late Permian Coal Seams, Bowen Basin
, International Journal of Coal Geology, 2015, [DOI]
- A. Roslin,
J.S. Esterle,
Electrofacies analysis for coal lithotype profiling based on high-resolution wireline log data
, Computers and Geosciences, 2016, [DOI]
Recent Publications (View all)
- A. Roslin,
M. Lebedev,
T.R. Mitchell,
I.A. Onederra,
C.R. Leonardi,
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
, Minerals Engineering, 2023, [DOI]
- A. Roslin,
M. Marsh,
B. Provencher,
T.R. Mitchell,
I.A. Onederra,
C.R. Leonardi,
Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part II: Semantic segmentation using a 2.5D CNN
, Minerals Engineering, 2023, [DOI]
- T.R. Mitchell,
A. Roslin,
Ł. Łaniewski-Wołłk,
I. Onederra,
C.R. Leonardi,
Quantifying the Permeability Enhancement from Blast-Induced Microfractures in Porphyry Rocks Using a Cumulant Lattice Boltzmann Method
, Transport in Porous Media, 2023, [DOI]
- A. Roslin,
M. Marsh,
N. Piché,
B. Provencher,
T.R. Mitchell,
I.A. Onederra,
C.R. Leonardi,
Processing of micro-CT images of granodiorite rock samples using convolutional neural networks (CNN), Part I: Super-resolution enhancement using a 3D CNN
, Minerals Engineering, 2022, [DOI]
- A. Roslin,
D. Pokrajac,
K. Wu,
Y. Zhou,
3D pore system reconstruction using nano-scale 2D SEM images and pore size distribution analysis for intermediate rank coal matrix
, Fuel, 2020, [DOI]