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
Comparison of free-surface and conservative Allen–Cahn phase-field lattice Boltzmann method January 15, 2023 C Schwarzmeier M Holzer T Mitchell M Lehmann F Hausl U Rude Conservative Allen-Cahn Phase-Field Drop Impact Free-Surface Flow Lattice Boltzmann Method Rising Bubble Standing Wave
Towards a Statistical Framework to Upscale Fracture Flows with Quantifiable Uncertainty January 1, 2023 T Mitchell D Sashko L Laniewski-Wollk C Leonardi 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
Efficient implicit methods for wellbore shear failure analysis during drilling and production in coalbeds July 1, 2022 R Zhong T Mitchell R Johnson C Leonardi Coal Depletion Drilling Implicit Method Production Shear Failure Wellbore Stability Publications
Stability assessment of the phase-field lattice Boltzmann model and its application to Taylor bubbles in annular piping geometries August 1, 2021 T Mitchell M Holzer C Schwarzmeier M Bauer U Rude C Leonardi Publications
Computational modeling of three-dimensional thermocapillary flow of recalcitrant bubbles using a coupled lattice Boltzmann-finite difference method March 1, 2021 T Mitchell M Majidi M Rahimian C Leonardi Publications
Numerical Evaluation of Bulk Geomechanical Properties of Fractured Coal with Changing Net Effective Stress Conditions January 1, 2021 T Mitchell R Zhong R Johnson C Leonardi Publications