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projects

Published:

publications

Flow regimes during immiscible displacement

Published in Petrophysics-The SPWLA Journal of Formation Evaluation and Reservoir Description, 2017

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Recommended citation: Ryan Armstrong, JE McClure, MA Berill, M R{\"u}cker, S Schl{\"u}ter, Steffen Berg, "Flow regimes during immiscible displacement." Petrophysics-The SPWLA Journal of Formation Evaluation and Reservoir Description, 2017.

Comprehensive comparison of pore-scale models for multiphase flow in porous media

Published in Proceedings of the National Academy of Sciences, 2019

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Recommended citation: Benzhong Zhao, Christopher MacMinn, Bauyrzhan Primkulov, Yu Chen, Albert Valocchi, Jianlin Zhao, Qinjun Kang, Kelsey Bruning, James McClure, Cass Miller, Abbas Fakhari, Diogo Bolster, Thomas Hiller, Martin Cueto-Felgueroso, Daniel Cogswell, Rahul Verma, Maša Prodanović, Julien Maes, Sebastian Geiger, Morten Vassvik, Alex Hansen, Enrico Segre, Ran Holtzman, Zhibing Yang, Chao Yuan, Bruno Chareyre, Ruben Juanes, "Comprehensive comparison of pore-scale models for multiphase flow in porous media." Proceedings of the National Academy of Sciences, 2019.

Using an experiment/simulation-integrated approach to investigate fracture-conductivity evolution and non-Darcy flow in a proppant-supported hydraulic fracture

Published in SPE Journal, 2019

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Recommended citation: Ming Fan, James McClure, Yanhui Han, Nino Ripepi, Erik Westman, Ming Gu, Cheng Chen, "Using an experiment/simulation-integrated approach to investigate fracture-conductivity evolution and non-Darcy flow in a proppant-supported hydraulic fracture." SPE Journal, 2019.

Characterization of wetting using topological principles

Published in Journal of Colloid and Interface Science, 2020

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Recommended citation: Chenhao Sun, James McClure, Peyman Mostaghimi, Anna Herring, Douglas Meisenheimer, Dorthe Wildenschild, Steffen Berg, Ryan Armstrong, "Characterization of wetting using topological principles." Journal of Colloid and Interface Science, 2020.

Probing effective wetting in subsurface systems

Published in Geophysical Research Letters, 2020

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Recommended citation: Chenhao Sun, James McClure, Peyman Mostaghimi, Anna Herring, Steffen Berg, Ryan Armstrong, "Probing effective wetting in subsurface systems." Geophysical Research Letters, 2020.

Multiscale characterization of wettability in porous media

Published in Transport in Porous Media, 2021

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Recommended citation: Ryan Armstrong, Chenhao Sun, Peyman Mostaghimi, Steffen Berg, Maja R{\"u}cker, Paul Luckham, Apostolos Georgiadis, James McClure, "Multiscale characterization of wettability in porous media." Transport in Porous Media, 2021.

Deep-learning-based workflow for boundary and small target segmentation in digital rock images using UNet++ and IK-EBM

Published in Journal of Petroleum Science and Engineering, 2022

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Recommended citation: Hongsheng Wang, Laura Dalton, Ming Fan, Ruichang Guo, James McClure, Dustin Crandall, Cheng Chen, "Deep-learning-based workflow for boundary and small target segmentation in digital rock images using UNet++ and IK-EBM." Journal of Petroleum Science and Engineering, 2022.

Generalizable Framework of Unpaired Domain Transfer and Deep Learning for the Processing of Real-Time Synchrotron-Based X-Ray Microcomputed Tomography Images of Complex Structures

Published in Physical Review Applied, 2022

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Recommended citation: Kunning Tang, Ying Da, James McClure, Cheng Chen, Peyman Mostaghimi, Ryan Armstrong, "Generalizable Framework of Unpaired Domain Transfer and Deep Learning for the Processing of Real-Time Synchrotron-Based X-Ray Microcomputed Tomography Images of Complex Structures." Physical Review Applied, 2022.

Role of heterogeneous surface wettability on dynamic immiscible displacement, capillary pressure, and relative permeability in a CO2-water-rock system

Published in Advances in Water Resources, 2022

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Recommended citation: Ruichang Guo, Laura Dalton, Dustin Crandall, James McClure, Hongsheng Wang, Zhe Li, Cheng Chen, "Role of heterogeneous surface wettability on dynamic immiscible displacement, capillary pressure, and relative permeability in a CO2-water-rock system." Advances in Water Resources, 2022.

talks

Published:

teaching

Introduction to Parallel Computing Applications

Graduate special topics course, Virginia Tech, Department of Aerospace & Ocean Systems Engineering, 2014

Having completed this course, students will be expected to:

  • be familiar with the various components of modern supercomputer hardware;
  • recognize and anticipate how computational advances influence research opportunities in their field
  • be proficient in parallel programming in OpenMP and MPI, both individually and in a hybrid setting;
  • be able to assess the scalability of software packages and develop effective simulation plans;
  • be familiar with visualization tools and able to generate useful graphical information;
  • be able to synthesize efficient data workflows and manage large data;
  • be comfortable interacting with various HPC resources.