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Professor Ryan Armstrong

Professor Ryan Armstrong

Professor

•Ph.D., Oregon State University, Environmental Engineering, Summa Cum LaudeÌý(2012)

•B.S., Oregon State University, Bioengineering (2006)

Engineering
Civil and Environmental Engineering

My area of research is multidisciplinary with aspects of applied mathematics, petroleum engineering, computer science, and fundamental physics. My research integrates these disciplines into a comprehensive framework for digital materials characterisation, porous media imaging and modelling, and multiphase flow studies related to future energy technologies.

Applications include digital rock physics, in situ recovery of minerals, geological storage of hydrogen, recovery of transition fuels, geological storage of CO2, mineral liberation analyses, and machine learning in resources engineering.

Professional Affiliations
E-mail
ryan.armstrong@unsw.edu.au
Location
Tyree Energy and Technology Building (H6) Level 2, Room 243 Kensington Campus
  • Book Chapters | 2021
    McClure JE; Yin J; Armstrong RT; Maheshwari KC; Wilkinson S; Vlcek L; Da Wang Y; Berrill MA; Rivers M, 2021, 'Toward real-time analysis of synchrotron micro-tomography data: Accelerating experimental workflows with AI and HPC', in Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, pp. 226 - 239,
  • Journal articles | 2024
    Alfazazi U; Bedeaux D; Kjelstrup S; Moura M; Ebadi M; Mostaghimi P; McClure JE; Armstrong RT, 2024, 'Interpreting pore-scale fluctuations: Predicting transport coefficients in multiphase flow through porous media using the Green-Kubo formulation—An experimental investigation', Physics of Fluids, 36,
    Journal articles | 2024
    Alzubaidi F; McClure JE; Pedersen H; Hansen A; Berg CF; Mostaghimi P; Armstrong RT, 2024, 'The Impact of Wettability on the Co-moving Velocity of Two-Fluid Flow in Porous Media', Transport in Porous Media, 151, pp. 1967 - 1982,
    Journal articles | 2024
    Ebadi M; McClure J; Mostaghimi P; Armstrong RT, 2024, 'Bridging the gap: Connecting pore-scale and continuum-scale simulations for immiscible multiphase flow in porous media', Physics of Fluids, 36,
    Journal articles | 2024
    Ebadi M; McClure J; Mostaghimi P; Armstrong RT, 2024, 'Investigating an extended multiphase flow model that includes specific interfacial area', Computer Methods in Applied Mechanics and Engineering, 418,
    Journal articles | 2024
    Higgs S; Wang YD; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2024, 'Direct measurement of hydrogen relative permeability hysteresis for underground hydrogen storage', International Journal of Hydrogen Energy, 50, pp. 524 - 541,
    Journal articles | 2024
    Jing Y; Uthaia Kumaran A; Stimson D; Mardon K; Najdovski L; Barkhausen C; Armstrong RT; Mostaghimi P, 2024, 'Visualisation of [11C]CO2 storage in coal with positron emission tomography imaging', Fuel, 356,
    Journal articles | 2024
    Lanetc Z; Zhuravljov A; Armstrong RT; Mostaghimi P, 2024, 'Estimation of relative permeability curves in fractured media by coupling pore network modelling and volume of fluid methods', International Journal of Multiphase Flow, 171,
    Journal articles | 2024
    Tang K; Bo Z; Li Z; Da Wang Y; McClure J; Su H; Mostaghimi P; Armstrong RT, 2024, 'Controlled ion transport in the subsurface: A coupled advection-diffusion-electromigration system', Physics of Fluids, 36,
    Journal articles | 2024
    Wang T; Da Wang Y; Sun C; McClure JE; Mostaghimi P; Armstrong RT, 2024, 'Surface wetting characterization in pore-scale multiphase flow simulations: A Ketton carbonate case study', Geoenergy Science and Engineering, 240,
    Journal articles | 2024
    Wang T; McClure JE; Da Wang Y; Berg S; Chen C; Mostaghimi P; Armstrong RT, 2024, 'Time-And-Space Averaging Applied to Intermittent Multiphase Flow Experiments', Water Resources Research, 60,
    Journal articles | 2024
    Wang YD; Kearney LM; Blunt MJ; Sun C; Tang K; Mostaghimi P; Armstrong RT, 2024, 'In situ characterization of heterogeneous surface wetting in porous materials', Advances in Colloid and Interface Science, 326,
    Journal articles | 2024
    Xi W; Kumaran AU; Gholami YH; Armstrong RT; Jing Y; Esterle J; Lieband KR; Mostaghimi P, 2024, 'Gas-water flow in fractured coal revealed by multimodal imaging', International Journal of Coal Geology, 293,
    Journal articles | 2024
    Yuan M; Jing Y; Si G; Armstrong RT; Mostaghimi P, 2024, 'Application of image-based diffusion coefficients in multi-scale simulation of coalbed methane reservoirs', Fuel, 357,
    Journal articles | 2024
    Zou S; Chen D; Kang N; Xie C; Armstrong RT; Cai J, 2024, 'An Experimental Investigation on the Energy Signature Associated With Multiphase Flow in Porous Media Displacement Regimes', Water Resources Research, 60,
    Journal articles | 2023
    Al-Zubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; McClure JE; Berg S, 2023, 'Effective permeability of an immiscible fluid in porous media determined from its geometric state', Physical Review Fluids, 8,
    Journal articles | 2023
    Alzubaidi F; Nalinakumar H; Clark SR; Lie JE; Mostaghimi P; Armstrong RT, 2023, 'Improved Fracture Segmentation from Unwrapped Drill-Core Images Using an Innovative Two-Stage Segmentation Approach', Mathematical Geosciences, 55, pp. 829 - 857,
    Journal articles | 2023
    Baatar L; Mostaghimi P; Yuan M; Armstrong RT; Adler L; Canbulat I; Si G; Gaidarov B; Jing Y, 2023, 'Multiscale measurements of gas diffusion coefficient of coal using counter-diffusion and image-based methods', International Journal of Coal Geology, 265,
    Journal articles | 2023
    Herring AL; Sun C; Armstrong RT; Saadatfar M, 2023, 'Insights into wettability alteration during cyclic scCO2-brine injections in a layered Bentheimer sandstone', International Journal of Greenhouse Gas Control, 122,
    Journal articles | 2023
    Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2023, 'Comparative analysis of hydrogen, methane and nitrogen relative permeability: Implications for Underground Hydrogen Storage', Journal of Energy Storage, 73,
    Journal articles | 2023
    Jing Y; Kumaran AU; Stimson DHR; Mardon K; Najdovski L; Armstrong RT; Mostaghimi P, 2023, 'Positron emission tomography dataset of [11C]carbon dioxide storage in coal for geo-sequestration application', Scientific Data, 10,
    Journal articles | 2023
    Lanetc Z; Zhuravljov A; Armstrong RT; Mostaghimi P, 2023, 'Hybrid numerical methods for modelling multi-physics mass transport in coal', International Journal of Heat and Mass Transfer, 214,
    Journal articles | 2023
    Lanetc Z; Zhuravljov A; Tang K; Armstrong RT; Mostaghimi P, 2023, 'Multi-scale modelling of multi-physics flow in coal seams', Gas Science and Engineering, 118,
    Journal articles | 2023
    Mostaghimi P; Wang YD; Chung T; Armstrong R, 2023, 'Application of machine learning in predicting flow and transport in porous media', ,
    Journal articles | 2023
    Rabbani A; Sun C; Babaei M; Niasar VJ; Armstrong RT; Mostaghimi P, 2023, 'DeepAngle: Fast calculation of contact angles in tomography images using deep learning', Geoenergy Science and Engineering, 227,
    Journal articles | 2023
    Spurin C; Armstrong RT; McClure J; Berg S, 2023, 'Dynamic mode decomposition for analysing multi-phase flow in porous media', Advances in Water Resources, 175,
    Journal articles | 2023
    Tang K; Li Z; Da Wang Y; McClure J; Su H; Mostaghimi P; Armstrong RT, 2023, 'A Pore-Scale Model for Electrokinetic In situ Recovery of Copper: The Influence of Mineral Occurrence, Zeta Potential, and Electric Potential', Transport in Porous Media, 150, pp. 601 - 626,
    Journal articles | 2023
    Tang K; Wang YD; Niu Y; Honeyands TA; Dea DO; Mostaghimi P; Armstrong RT; Knackstedt M, 2023, 'Particle classification of iron ore sinter green bed mixtures by 3D X-ray microcomputed tomography and machine learning', Powder Technology, 415,
    Journal articles | 2023
    Wang YD; Meyer Q; Tang K; McClure JE; White RT; Kelly ST; Crawford MM; Iacoviello F; Brett DJL; Shearing PR; Mostaghimi P; Zhao C; Armstrong RT, 2023, 'Large-scale physically accurate modelling of real proton exchange membrane fuel cell with deep learning', Nature Communications, 14,
    Journal articles | 2023
    Yuan M; Jing Y; Lanetc Z; Zhuravljov A; Soleimani F; Si G; Armstrong RT; Mostaghimi P, 2023, 'Modelling multicomponent gas diffusion and predicting the concentration-dependent effective diffusion coefficient of coal with application to carbon geo-sequestration', Fuel, 339,
    Journal articles | 2022
    Alqahtani NJ; Niu Y; Wang YD; Chung T; Lanetc Z; Zhuravljov A; Armstrong RT; Mostaghimi P, 2022, 'Super-Resolved Segmentation of X-ray Images of Carbonate Rocks Using Deep Learning', Transport in Porous Media, 143, pp. 497 - 525,
    Journal articles | 2022
    Alzubaidi F; Makuluni P; Clark SR; Lie JE; Mostaghimi P; Armstrong RT, 2022, 'Automatic fracture detection and characterization from unwrapped drill-core images using mask R–CNN', Journal of Petroleum Science and Engineering, 208,
    Journal articles | 2022
    Alzubaidi F; Mostaghimi P; Si G; Swietojanski P; Armstrong RT, 2022, 'Automated Rock Quality Designation Using Convolutional Neural Networks', Rock Mechanics and Rock Engineering, 55, pp. 3719 - 3734,
    Journal articles | 2022
    Ebadi M; Armstrong RT; Mostaghimi P; Wang YD; Alqahtani N; Amirian T; James LA; Parmar A; Zahra D; Hamze H; Koroteev D, 2022, 'Predictive Soft Computing Methods for Building Digital Rock Models Verified by Positron Emission Tomography Experiments', Water Resources Research, 58,
    Journal articles | 2022
    Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson SJ; Armstrong RT; Mostaghimi P, 2022, 'In-situ hydrogen wettability characterisation for underground hydrogen storage', International Journal of Hydrogen Energy, 47, pp. 13062 - 13075,
    Journal articles | 2022
    Jackson SJ; Niu Y; Manoorkar S; Mostaghimi P; Armstrong RT, 2022, 'Deep Learning of Multiresolution X-Ray Micro-Computed-Tomography Images for Multiscale Modeling', Physical Review Applied, 17,
    Journal articles | 2022
    Jing Y; Rabbani A; Armstrong RT; Wang J; Zhang Y; Mostaghimi P, 2022, 'An image-based coal network model for simulating hydro-mechanical gas flow in coal: An application to carbon dioxide geo-sequestration', Journal of Cleaner Production, 379,
    Journal articles | 2022
    Lanetc Z; Zhuravljov A; Jing Y; Armstrong RT; Mostaghimi P, 2022, 'Coupling of pore network modelling and volume of fluid methods for multiphase flow in fractured media', Fuel, 319,
    Journal articles | 2022
    McClure JE; Fan M; Berg S; Armstrong RT; Berg CF; Li Z; Ramstad T, 2022, 'Relative permeability as a stationary process: Energy fluctuations in immiscible displacement', Physics of Fluids, 34,
    Journal articles | 2022
    Niu Y; Jackson SJ; Alqahtani N; Mostaghimi P; Armstrong RT, 2022, 'Paired and Unpaired Deep Learning Methods for Physically Accurate Super-Resolution Carbonate Rock Images', Transport in Porous Media, 144, pp. 825 - 847,
    Journal articles | 2022
    Rubaiya Muin S; Spicer PT; Tang K; Niu Y; Hosseini M; Mostaghimi P; Armstrong RT, 2022, 'Dynamic X-ray micotomography of microfibrous cellulose liquid foams using deep learning', Chemical Engineering Science, 248,
    Journal articles | 2022
    Sun C; McClure J; Berg S; Mostaghimi P; Armstrong RT, 2022, 'Universal description of wetting on multiscale surfaces using integral geometry', Journal of Colloid and Interface Science, 608, pp. 2330 - 2338,
    Journal articles | 2022
    Tang K; Da Wang Y; McClure J; Chen C; Mostaghimi P; Armstrong RT, 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', Physical Review Applied, 17,
    Journal articles | 2022
    Tang K; Meyer Q; White R; Armstrong RT; Mostaghimi P; Da Wang Y; Liu S; Zhao C; Regenauer-Lieb K; Tung PKM, 2022, 'Deep learning for full-feature X-ray microcomputed tomography segmentation of proton electron membrane fuel cells', Computers and Chemical Engineering, 161,
    Journal articles | 2022
    Tang K; Wang YD; Mostaghimi P; Knackstedt M; Hargrave C; Armstrong RT, 2022, 'Deep convolutional neural network for 3D mineral identification and liberation analysis', Minerals Engineering, 183,
    Journal articles | 2022
    Yuan M; Jing Y; Armstrong RT; Mostaghimi P, 2022, 'Prediction of local diffusion coefficient based on images of fractured coal cores', Journal of Natural Gas Science and Engineering, 100,
    Journal articles | 2021
    Alqahtani NJ; Chung T; da Wang Y; Armstrong RT; Swietojanski P; Mostaghimi P, 2021, 'Flow-based characterization of digital rock images using deep learning', SPE Journal, 26, pp. 1800 - 1811,
    Journal articles | 2021
    Alzubaidi F; Mostaghimi P; Swietojanski P; Clark SR; Armstrong RT, 2021, 'Automated lithology classification from drill core images using convolutional neural networks', Journal of Petroleum Science and Engineering, 197,
    Journal articles | 2021
    Armstrong RT; Lanetc Z; Mostaghimi P; Zhuravljov A; Herring A; Robins V, 2021, 'Correspondence of max-flow to the absolute permeability of porous systems', Physical Review Fluids, 6,
    Journal articles | 2021
    Armstrong RT; Sun C; Mostaghimi P; Berg S; Rücker M; Luckham P; Georgiadis A; McClure JE, 2021, 'Multiscale Characterization of Wettability in Porous Media', Transport in Porous Media, 140, pp. 215 - 240,
    Journal articles | 2021
    Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2021, 'Minimising the impact of sub-resolution features on fluid flow simulation in porous media', Journal of Petroleum Science and Engineering, 207,
    Journal articles | 2021
    Herring AL; Sun C; Armstrong RT; Li Z; McClure JE; Saadatfar M, 2021, 'Evolution of Bentheimer Sandstone Wettability During Cyclic scCO2-Brine Injections', Water Resources Research, 57,
    Journal articles | 2021
    Jing Y; Yuan M; Lu X; Armstrong RT; Wang J; Mostaghimi P, 2021, 'Coupling of pipe network modelling and domain decomposition for flow in mineralised coal cores', International Journal of Coal Geology, 245, pp. 103819,
    Journal articles | 2021
    Lanetc Z; Zhuravljov A; Jing Y; Armstrong RT; Mostaghimi P, 2021, 'Coupling of transient matrix diffusion and pore network models for gas flow in coal', Journal of Natural Gas Science and Engineering, 88, pp. 103741,
    Journal articles | 2021
    McClure JE; Berg S; Armstrong RT, 2021, 'Capillary fluctuations and energy dynamics for flow in porous media', Physics of Fluids, 33,
    Journal articles | 2021
    McClure JE; Berg S; Armstrong RT, 2021, 'Thermodynamics of fluctuations based on time-and-space averages', Physical Review E, 104,
    Journal articles | 2021
    Muin SR; Rabbani A; Bournival G; Ata S; Armstrong RT, 2021, 'Utilization of microcomputed tomography and pore network modeling to characterize foam dynamics', Chemical Engineering Science, 230,
    Journal articles | 2021
    Niu Y; Da Wang Y; Mostaghimi P; McClure JE; Yin J; Armstrong RT, 2021, 'Geometrical-Based Generative Adversarial Network to Enhance Digital Rock Image Quality', Physical Review Applied, 15,
    Journal articles | 2021
    Rücker M; Georgiadis A; Armstrong RT; Ott H; Brussee N; van der Linde H; Simon L; Enzmann F; Kersten M; Berg S, 2021, 'The Origin of Non-thermal Fluctuations in Multiphase Flow in Porous Media', Frontiers in Water, 3,
    Journal articles | 2021
    Singh A; Rabbani A; Regenauer-Lieb K; Armstrong RT; Mostaghimi P, 2021, 'Computer vision and unsupervised machine learning for pore-scale structural analysis of fractured porous media', Advances in Water Resources, 147,
    Journal articles | 2021
    Wang YD; Blunt MJ; Armstrong RT; Mostaghimi P, 2021, 'Deep learning in pore scale imaging and modeling', Earth-Science Reviews, 215,
    Journal articles | 2021
    Wang YD; Chung T; Armstrong RT; Mostaghimi P, 2021, 'ML-LBM: Predicting and Accelerating Steady State Flow Simulation in Porous Media with Convolutional Neural Networks', Transport in Porous Media, 138, pp. 49 - 75,
    Journal articles | 2021
    Wang YD; Chung T; Rabbani A; Armstrong RT; Mostaghimi P, 2021, 'Fast direct flow simulation in porous media by coupling with pore network and Laplace models', Advances in Water Resources, 150,
    Journal articles | 2021
    Wang YD; Shabaninejad M; Armstrong RT; Mostaghimi P, 2021, 'Deep neural networks for improving physical accuracy of 2D and 3D multi-mineral segmentation of rock micro-CT images', Applied Soft Computing, 104,
    Journal articles | 2020
    Alqahtani N; Alzubaidi F; Armstrong RT; Swietojanski P; Mostaghimi P, 2020, 'Machine learning for predicting properties of porous media from 2d X-ray images', Journal of Petroleum Science and Engineering, 184,
    Journal articles | 2020
    Alzahid YA; Aborshaid H; Asali M; McClure J; Chen C; Mostaghimi P; Da Wang Y; Sun C; Armstrong RT, 2020, 'Real-time synchrotron-based X-ray computed microtomography during in situ emulsification', Journal of Petroleum Science and Engineering, 195,
    Journal articles | 2020
    Chung T; Da Wang Y; Armstrong RT; Mostaghimi P, 2020, 'CNN-PFVS: Integrating Neural Network and Finite Volume Models to Accelerate Flow Simulation on Pore Space Images', Transport in Porous Media, 135, pp. 25 - 37,
    Journal articles | 2020
    Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2020, 'Voxel agglomeration for accelerated estimation of permeability from micro-CT images', Journal of Petroleum Science and Engineering, 184,
    Journal articles | 2020
    Fan M; McClure JE; Armstrong RT; Shabaninejad M; Dalton LE; Crandall D; Chen C, 2020, 'Influence of Clay Wettability Alteration on Relative Permeability', Geophysical Research Letters, 47,
    Journal articles | 2020
    Hu Y; Armstrong RT; Shikhov I; Hung TT; Lee B; Mostaghimi P, 2020, 'Unsteady-State Coreflooding Monitored by Positron Emission Tomography and X-ray Computed Tomography', SPE Journal, 25, pp. 242 - 252,
    Journal articles | 2020
    Jing Y; Armstrong RT; Mostaghimi P, 2020, 'Image-based fracture pipe network modelling for prediction of coal permeability', Fuel, 270, pp. 117447,
    Journal articles | 2020
    Jing Y; Rabbani A; Armstrong RT; Wang J; Mostaghimi P, 2020, 'A hybrid fracture-micropore network model for multiphysics gas flow in coal', Fuel, 281, pp. 118687,
    Journal articles | 2020
    Lu X; Armstrong RT; Mostaghimi P, 2020, 'Analysis of gas diffusivity in coal using micro-computed tomography', Fuel, 261,
    Journal articles | 2020
    McClure JE; Ramstad T; Li Z; Armstrong RT; Berg S, 2020, 'Modeling Geometric State for Fluids in Porous Media: Evolution of the Euler Characteristic', Transport in Porous Media, 133, pp. 229 - 250,
    Journal articles | 2020
    Niu Y; Mostaghimi P; Shabaninejad M; Swietojanski P; Armstrong RT, 2020, 'Digital Rock Segmentation for Petrophysical Analysis With Reduced User Bias Using Convolutional Neural Networks', Water Resources Research, 56,
    Journal articles | 2020
    Niu Y; Wang YD; Mostaghimi P; Swietojanski P; Armstrong RT, 2020, 'An Innovative Application of Generative Adversarial Networks for Physically Accurate Rock Images With an Unprecedented Field of View', Geophysical Research Letters, 47,
    Journal articles | 2020
    Singh A; Regenauer-Lieb K; Walsh SDC; Armstrong RT; van Griethuysen JJM; Mostaghimi P, 2020, 'On Representative Elementary Volumes of Grayscale Micro-CT Images of Porous Media', Geophysical Research Letters, 47,
    Journal articles | 2020
    Sun C; McClure JE; Mostaghimi P; Herring AL; Berg S; Armstrong RT, 2020, 'Probing Effective Wetting in Subsurface Systems', Geophysical Research Letters, 47,
    Journal articles | 2020
    Sun C; McClure JE; Mostaghimi P; Herring AL; Meisenheimer DE; Wildenschild D; Berg S; Armstrong RT, 2020, 'Characterization of wetting using topological principles', Journal of Colloid and Interface Science, 578, pp. 106 - 115,
    Journal articles | 2020
    Sun C; McClure JE; Mostaghimi P; Herring AL; Shabaninejad M; Berg S; Armstrong RT, 2020, 'Linking continuum-scale state of wetting to pore-scale contact angles in porous media', Journal of Colloid and Interface Science, 561, pp. 173 - 180,
    Journal articles | 2020
    Wang YD; Armstrong RT; Mostaghimi P, 2020, 'Boosting Resolution and Recovering Texture of 2D and 3D Micro-CT Images with Deep Learning', Water Resources Research, 56,
    Journal articles | 2020
    Wang YD; Chung T; Armstrong RT; McClure J; Ramstad T; Mostaghimi P, 2020, 'Accelerated Computation of Relative Permeability by Coupled Morphological and Direct Multiphase Flow Simulation', Journal of Computational Physics, 401,
    Journal articles | 2020
    Zou S; Liu Y; Cai J; Armstrong RT, 2020, 'Influence of Capillarity on Relative Permeability in Fractional Flows', Water Resources Research, 56,
    Journal articles | 2019
    Alzahid YA; Mostaghimi P; Alqahtani NJ; Sun C; Lu X; Armstrong RT, 2019, 'Oil mobilization and solubilization in porous media by in situ emulsification', Journal of Colloid and Interface Science, 554, pp. 554 - 564,
    Journal articles | 2019
    Alzahid YA; Mostaghimi P; Walsh SDC; Armstrong RT, 2019, 'Flow regimes during surfactant flooding: The influence of phase behaviour', Fuel, 236, pp. 851 - 860,
    Journal articles | 2019
    Amirian T; Haghighi M; Sun C; Armstrong RT; Mostaghimi P, 2019, 'Geochemical Modeling and Microfluidic Experiments to Analyze Impact of Clay Type and Cations on Low-Salinity Water Flooding', Energy and Fuels, 33, pp. 2888 - 2896,
    Journal articles | 2019
    Armstrong RT; McClure JE; Robins V; Liu Z; Arns CH; Schlüter S; Berg S, 2019, 'Porous Media Characterization Using Minkowski Functionals: Theories, Applications and Future Directions', Transport in Porous Media, 130, pp. 305 - 335,
    Journal articles | 2019
    Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Approximating permeability of microcomputed-tomography images using elliptic flow equations', SPE Journal, 24, pp. 1154 - 1163,
    Journal articles | 2019
    Gerami A; Alzahid Y; Mostaghimi P; Kashaninejad N; Kazemifar F; Amirian T; Mosavat N; Ebrahimi Warkiani M; Armstrong RT, 2019, 'Microfluidics for Porous Systems: Fabrication, Microscopy and Applications', Transport in Porous Media, 130, pp. 277 - 304,
    Journal articles | 2019
    Gerami A; Armstrong RT; Jing Y; Wahid FA; Arandiyan H; Mostaghimi P, 2019, 'Microscale insights into gas recovery from bright and dull bands in coal', Journal of Petroleum Science and Engineering, 172, pp. 373 - 382,
    Journal articles | 2019
    Jing Y; Armstrong RT; Ramandi HL; Mostaghimi P; Lamei Ramandi H, 2019, 'DigiCoal: A computational package for characterisation of coal cores', Journal of Petroleum Science and Engineering, 176, pp. 775 - 791,
    Journal articles | 2019
    Rabbani A; Mostaghimi P; Armstrong RT, 2019, 'Pore network extraction using geometrical domain decomposition', Advances in Water Resources, 123, pp. 70 - 83,
    Journal articles | 2019
    Shaw D; Mostaghimi P; Armstrong RT, 2019, 'The dynamic behaviour of coal relative permeability curves', Fuel, 253, pp. 293 - 304,
    Journal articles | 2019
    Singh A; Armstrong R; Regenauer-Lieb K; Mostaghimi P, 2019, 'Investigating rock micro-structure of sandstones by pattern recognition on their X-ray images', Exploration Geophysics, 2019,
    Journal articles | 2019
    Singh A; Armstrong RT; Regenauer-Lieb K; Mostaghimi P, 2019, 'Rock Characterization Using Gray-Level Co-Occurrence Matrix: An Objective Perspective of Digital Rock Statistics', Water Resources Research, 55, pp. 1912 - 1927,
    Journal articles | 2019
    Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Enhancing Resolution of Digital Rock Images with Super Resolution Convolutional Neural Networks', Journal of Petroleum Science and Engineering, 182,
    Journal articles | 2019
    Wang YD; Chung T; Armstrong RT; McClure JE; Mostaghimi P, 2019, 'Computations of permeability of large rock images by dual grid domain decomposition', Advances in Water Resources, 126, pp. 1 - 14,
    Journal articles | 2019
    Zhang Y; Mostaghimi P; Armstrong RT, 2019, 'Multiscale characterization of shale diffusivity using time-lapsed X-ray computed tomography and pore-level simulations', Journal of Petroleum Science and Engineering, 182,
    Journal articles | 2019
    Zhang Y; Mostaghimi P; Armstrong RT, 2019, 'On the challenges of greyscale-based quantifications using X-ray computed microtomography', Journal of Microscopy, 275, pp. 82 - 96,
    Journal articles | 2019
    Zou S; Armstrong RT, 2019, 'Multiphase flow under heterogeneous wettability conditions studied by special core analysis and pore-scale imaging', SPE Journal, 24, pp. 1234 - 1247,
    Journal articles | 2018
    Alzahid YA; Mostaghimi P; Gerami A; Singh A; Privat K; Amirian T; Armstrong RT, 2018, 'Functionalisation of Polydimethylsiloxane (PDMS)- Microfluidic Devices coated with Rock Minerals', Scientific Reports, 8,
    Journal articles | 2018
    Armstrong RT, 2018, 'Multiphase flow in porous rock imaged under dynamic flow conditions with fast X-ray computed microtomography', Petrophysics, 55
    Journal articles | 2018
    D'Eurydice MN; Arns CH; Arns JY; Armstrong RT, 2018, 'Dynamic imaging of multiphase flow through porous media using 4D cumulative reconstruction', Journal of Microscopy, 272, pp. 12 - 24,
    Journal articles | 2018
    Liu Z; McClure JE; Armstrong RT, 2018, 'Influence of wettability on phase connectivity and electrical resistivity', Physical Review E, 98,
    Journal articles | 2018
    Lu X; Armstrong RT; Mostaghimi P, 2018, 'High-pressure X-ray imaging to interpret coal permeability', Fuel, 226, pp. 573 - 582,
    Journal articles | 2018
    McClure JE; Armstrong RT; Berrill MA; Schlüter S; Berg S; Gray WG; Miller CT, 2018, 'Geometric state function for two-fluid flow in porous media', Physical Review Fluids, 3,
    Journal articles | 2018
    Niu Y; Mostaghimi P; Shikhov I; Chen Z; Armstrong RT, 2018, 'Coal permeability: Gas slippage linked to permeability rebound', Fuel, 215, pp. 844 - 852,
    Journal articles | 2018
    Sewnun D; Joughin W; Armstrong R; Cooper A, 2018, 'Keyblock stability analysis of longhole stopes', Journal of the Southern African Institute of Mining and Metallurgy, 118, pp. 243 - 250,
    Journal articles | 2018
    Zhang Y; Mostaghimi P; Fogden A; Sheppard A; Arena A; Middleton J; Armstrong RT, 2018, 'Time-Lapsed Visualization and Characterization of Shale Diffusion Properties Using 4D X-ray Microcomputed Tomography', Energy and Fuels, 32, pp. 2889 - 2900,
    Journal articles | 2018
    Zou S; Armstrong RT; Arns JY; Arns CH; Hussain F, 2018, 'Experimental and Theoretical Evidence for Increased Ganglion Dynamics During Fractional Flow in Mixed-Wet Porous Media', Water Resources Research, 54, pp. 3277 - 3289,
    Journal articles | 2017
    Gerami A; Armstrong RT; Johnston B; Warkiani ME; Mosavat N; Mostaghimi P, 2017, 'Coal-on-a-Chip: Visualizing Flow in Coal Fractures', Energy and Fuels, 31, pp. 10393 - 10403,
    Journal articles | 2017
    Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Digital coal: Generation of fractured cores with microscale features', Fuel, 207, pp. 93 - 101,
    Journal articles | 2017
    Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Impact of Mineralization on Digital Coal Properties', Energy and Fuels, 31, pp. 11558 - 11568,
    Journal articles | 2017
    Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Rough-walled discrete fracture network modelling for coal characterisation', Fuel, 191, pp. 442 - 453,
    Journal articles | 2017
    Jing Y; Armstrong RT; Ramandi HL; Mostaghimi P; Lamei Ramandi H, 2017, 'Topological Characterization of Fractured Coal', Journal of Geophysical Research: Solid Earth, 122, pp. 9849 - 9861,
    Journal articles | 2017
    Liu Z; Herring A; Arns C; Berg S; Armstrong RT, 2017, 'Pore-Scale Characterization of Two-Phase Flow Using Integral Geometry', Transport in Porous Media, 118, pp. 99 - 117,
    Journal articles | 2017
    Mostaghimi P; Armstrong RT; Gerami A; Hu Y; Jing Y; Kamali F; Liu M; Liu Z; Lu X; Ramandi HL; Zamani A; Zhang Y, 2017, 'Cleat-scale characterisation of coal: An overview', Journal of Natural Gas Science and Engineering, 39, pp. 143 - 160,
    Journal articles | 2017
    Ramandi HL; Mostaghimi P; Armstrong RT; Lamei Ramandi H, 2017, 'Digital rock analysis for accurate prediction of fractured media permeability', Journal of Hydrology, 554, pp. 817 - 826,
    Journal articles | 2017
    Siregar I; Niu Y; Mostaghimi P; Armstrong RT, 2017, 'Coal ash content estimation using fuzzy curves and ensemble neural networks for well log analysis', International Journal of Coal Geology, 181, pp. 11 - 22,
    Journal articles | 2017
    Zhang Y; Mostaghimi P; Fogden A; Middleton J; Sheppard A; Armstrong RT, 2017, 'Local diffusion coefficient measurements in shale using dynamic micro-computed tomography', Fuel, 207, pp. 312 - 322,
    Journal articles | 2016
    Armstrong RT; Berg S; Dinariev O; Evseev N; Klemin D; Koroteev D; Safonov S, 2016, 'Modeling of Pore-Scale Two-Phase Phenomena Using Density Functional Hydrodynamics', Transport in Porous Media, 112, pp. 577 - 607,
    Journal articles | 2016
    Armstrong RT; McClure JE; Berrill MA; Rücker M; Schlüter S; Berg S, 2016, 'Beyond Darcy's law: The role of phase topology and ganglion dynamics for two-fluid flow', Physical Review E, 94,
    Journal articles | 2016
    Berg S; Rücker M; Ott H; Georgiadis A; van der Linde H; Enzmann F; Kersten M; Armstrong RT; de With S; Becker J; Wiegmann A, 2016, 'Connected pathway relative permeability from pore-scale imaging of imbibition', Advances in Water Resources, 90, pp. 24 - 35,
    Journal articles | 2016
    Gerami A; Mostaghimi P; Armstrong RT; Zamani A; Warkiani ME, 2016, 'A microfluidic framework for studying relative permeability in coal', International Journal of Coal Geology, 159, pp. 183 - 193,
    Journal articles | 2016
    Jing Y; Armstrong RT; Lamei Ramandi H; Mostaghimi P, 2016, 'Coal cleat reconstruction using micro-computed tomography imaging', Fuel, 181, pp. 286 - 299,
    Journal articles | 2016
    Ramandi HL; Armstrong RT; Mostaghimi P, 2016, 'Micro-CT image calibration to improve fracture aperture measurement', Case Studies in Nondestructive Testing and Evaluation, 6, pp. 4 - 13,
    Journal articles | 2016
    Ramandi HL; Mostaghimi P; Armstrong RT; Saadatfar M; Pinczewski WV, 2016, 'Porosity and permeability characterization of coal: a micro-computed tomography study', International Journal of Coal Geology, 154, pp. 57 - 68
    Journal articles | 2016
    Schlüter S; Berg S; Rücker M; Armstrong RT; Vogel HJ; Hilfer R; Wildenschild D, 2016, 'Pore-scale displacement mechanisms as a source of hysteresis for two-phase flow in porous media', Water Resources Research, 52, pp. 2194 - 2205,
    Journal articles | 2016
    Unsal E; Broens M; Armstrong RT, 2016, 'Pore Scale Dynamics of Microemulsion Formation', Langmuir, 32, pp. 7096 - 7108,
    Journal articles | 2015
    Armstrong RT; Evseev N; Koroteev D; Berg S, 2015, 'Modeling the velocity field during Haines jumps in porous media', Advances in Water Resources, 77, pp. 57 - 68,
    Journal articles | 2015
    Armstrong RT; Wildenschild D; Bay BK, 2015, 'The effect of pore morphology on microbial enhanced oil recovery', Journal of Petroleum Science and Engineering, 130, pp. 16 - 25,
    Journal articles | 2015
    Berg S; Armstrong RT; Georgiadis A; Ott H; Schwing A; Neiteler R; Brussee N; Makurat A; Rucker M; Leu L; Wolf M; Khan F; Enzmann F; Kersten M, 2015, 'Onset of Oil Mobilization and Nonwetting-Phase Cluster-Size Distribution', PETROPHYSICS, 56, pp. 15 - 22,
    Journal articles | 2015
    Hilfer R; Armstrong RT; Berg S; Georgiadis A; Ott H, 2015, 'Capillary saturation and desaturation', Physical Review E, 92, pp. 063023 - 063023
    Journal articles | 2015
    Kimbrel EH; Herring AL; Armstrong RT; Lunati I; Bay BK; Wildenschild D, 2015, 'Experimental characterization of nonwetting phase trapping and implications for geologic CO2 sequestration', International Journal of Greenhouse Gas Control, 42, pp. 1 - 15,
    Journal articles | 2015
    Lamei Ramandi H; Mostaghimi PM; Armstrong RM; Arns CR; Saadatfar MS; Sok RS; Pinczewski VP; Knackstedt MK, 2015, 'Pore scale imaging and modelling of coal properties', The APPEA Journal, 55, pp. 468 - 468,
    Journal articles | 2015
    Rücker M; Berg S; Armstrong RT; Georgiadis A; Ott H; Schwing A; Neiteler R; Brussee N; Makurat A; Leu L; Wolf M; Khan F; Enzmann F; Kersten M, 2015, 'From connected pathway flow to ganglion dynamics', Geophysical Research Letters, 42, pp. 3888 - 3894,
    Journal articles | 2015
    Stacey TR; Armstrong R; Terbrugge PJ, 2015, 'Experience with the development and use of a simple DFN approach over a period of 30 years', Transactions of the Institutions of Mining and Metallurgy, Section A: Mining Technology, 124, pp. 178 - 187,
    Journal articles | 2014
    Armstrong RT; Georgiadis A; Ott H; Klemin D; Berg S, 2014, 'Critical capillary number: Desaturation studied with fast X-ray computed microtomography', Geophysical Research Letters
    Journal articles | 2014
    Armstrong RT; Ott H; Georgiadis A; Rücker M; Schwing A; Berg S, 2014, 'Subsecond pore-scale displacement processes and relaxation dynamics in multiphase flow', Water Resources Research, 50, pp. 9162 - 9176,
    Journal articles | 2014
    Leu L; Berg S; Enzmann F; Armstrong RT; Kersten M, 2014, 'Fast X-ray Micro-Tomography of Multiphase Flow in Berea Sandstone: A Sensitivity Study on Image Processing', Transport in Porous Media, 105, pp. 451 - 469,
    Journal articles | 2013
    Armstrong R; Evseev N; Gurpinar OM; Hathon LA; Klemin DV; Dinariev O; Berg S; Safonov S; Myers M; de Jong H; others , 2013, 'Application of Digital Rock Technology for Chemical EOR Screening', SPE Enhanced Oil Recovery Conference
    Journal articles | 2013
    Armstrong RT; Berg S, 2013, 'Interfacial velocities and capillary pressure gradients during Haines jumps', Physical Review E, 88, pp. 043010 - 043010
    Journal articles | 2013
    Joekar-Niasar V; Doster F; Armstrong RT; Wildenschild D; Celia MA, 2013, 'Trapping and hysteresis in two-phase flow in porous media: A pore-network study', Water Resources Research, 49, pp. 4244 - 4256
    Journal articles | 2013
    Wildenschild D; Rivers ML; Porter ML; Iltis GC; Armstrong RT; Davit Y, 2013, 'Using Synchrotron-Based X-Ray Microtomography and Functional Contrast Agents in Environmental Applications', Soil–Water–Root Processes: Advances in Tomography and Imaging, pp. 1 - 22
    Journal articles | 2012
    Armstrong RT; Porter ML; Wildenschild D, 2012, 'Linking pore-scale interfacial curvature to column-scale capillary pressure', Advances in Water Resources, 46, pp. 55 - 62
    Journal articles | 2012
    Armstrong RT; Wildenschild D, 2012, 'Investigating the pore-scale mechanisms of microbial enhanced oil recovery', Journal of Petroleum Science and Engineering, 94, pp. 155 - 164
    Journal articles | 2012
    Armstrong RT; Wildenschild D, 2012, 'Microbial enhanced oil recovery in fractional-wet systems: A pore-scale investigation', Transport in porous media, 92, pp. 819 - 835
    Journal articles | 2011
    Armstrong R; Ajo-Franklin J, 2011, 'Investigating biomineralization using synchrotron based X-ray computed microtomography', Geophysical Research Letters, 38
    Journal articles | 2011
    Armstrong RT; Porter ML; Wildenschild D, 2011, 'Analysis of interfacial curvature during drainage and imbibition', AGU Fall Meeting Abstracts, 1, pp. 02 - 02
    Journal articles | 2011
    Armstrong RT; Wildenschild D; others , 2011, 'Decoupling the Mechanisms of Microbial Enhanced Oil Recovery', SPE Annual Technical Conference and Exhibition
    Journal articles | 2011
    Harper E; Wildenschild D; Armstrong RT; Herring AL, 2011, 'Optimization of capillary trapping for application in geological carbon dioxide sequestration', AGU Fall Meeting Abstracts, 1, pp. 1281 - 1281
    Journal articles | 2011
    Herring AL; Wildenschild D; Harper E; Armstrong RT; Carey JW, 2011, 'Quantifying the effects of fluid properties and flow rates on the effectiveness of capillary trapping of CO2 in a Bentheimer sandstone', AGU Fall Meeting Abstracts, 1, pp. 1282 - 1282
    Journal articles | 2011
    Iltis GC; Armstrong RT; Jansik DP; Wood BD; Wildenschild D, 2011, 'Imaging biofilm architecture within porous media using synchrotron-based X-ray computed microtomography', Water Resources Research, 47
    Journal articles | 2011
    Iltis GC; Armstrong RT; Jansik DP; Wood BD; Wildenschild D, 2011, 'Imaging biofilm architecture within',
    Journal articles | 2011
    Iltis GC; Armstrong RT; Jansik DP; Wood BD; Wildenschild D, 2011, 'Technical Notes-W02601 Imaging biofilm architecture within porous media using synchrotron-based X-ray computed microtomography (doi 10.1029/2010WR009410)', Water Resources Research, 47
    Journal articles | 2011
    Wildenschild D; Armstrong RT; Herring AL; Young IM; William Carey J, 2011, 'Exploring capillary trapping efficiency as a function of interfacial tension, viscosity, and flow rate', Energy Procedia, 4, pp. 4945 - 4952
    Journal articles | 2011
    Wildenschild D; Armstrong RT, 2011, 'The effects of fractional wettability on microbial enhanced oil recovery', AGU Fall Meeting Abstracts, 1, pp. 1244 - 1244
    Journal articles | 2010
    Armstrong RT; Wildenschild D, 2010, 'Designer-wet micromodels for studying potential changes in wettability during microbial enhanced oil recovery', AGU Fall Meeting Abstracts, 1, pp. 1061 - 1061
    Journal articles | 2010
    Molins S; Ajo Franklin JB; Armstrong RT; Nico PS; Silin D, 2010, 'Biogeochemically-driven evolution of pore structures and flow paths: experimental studies and modeling', AGU Fall Meeting Abstracts, 1, pp. 1110 - 1110
    Journal articles | 2009
    Armstrong RT; Ajo Franklin JB, 2009, 'Probing the Dynamics of Biomineralization at the Pore Scale Using X-ray Computed Tomography', AGU Fall Meeting Abstracts, 1, pp. 0976 - 0976
    Journal articles | 2009
    Iltis G; Armstrong RT; Jansik DP; Wood BD; Wildenschild D, 2009, 'Biofilm Growth in Porous Media: Validation of three-dimensional characterization of biofilm growth in packed bead columns', AGU Fall Meeting Abstracts, 1, pp. 08 - 08
    Journal articles | 2008
    Armstrong RT; Jansik DP; Wildenschild D; Wood BD, 2008, 'Imaging Biofilm Within Porous Media Using Synchrotron Based X-Ray Computed Microtomography', AGU Fall Meeting Abstracts, 1, pp. 03 - 03
    Journal articles | 2005
    Cordes AA; Meloy J; Andersen E; Cleveland M; Barnhart C; Armstrong R, 2005, 'Removal of Ammonia from Semiconductor Wastewater', The 2005 Annual Meeting
    Journal articles | 2003
    Stacey TR; Xianbin Y; Armstrong R; Keyter GJ, 2003, 'New slope stability considerations for deep open pit mines', Journal of The South African Institute of Mining and Metallurgy, 103, pp. 373 - 389
  • Preprints | 2023
    Alzubaidi F; McClure JE; Pedersen H; Hansen A; Berg CF; Mostaghimi P; Armstrong RT, 2023, The impact of wettability on the co-moving velocity of two-fluid flow in porous media, ,
    Preprints | 2023
    Tang K; Bo Z; Li Z; Wang YD; McClure J; Su H; Mostaghimi P; Armstrong R, 2023, Controlled Ion Transport in the Subsurface: A Coupled Advection-Diffusion-Electromigration System, ,
    Preprints | 2023
    Tang K; Li Z; Wang YD; McClure J; Su H; Mostaghimi P; Armstrong R, 2023, A pore-scale model for electrokinetic in situ recovery of copper: the Influence of mineral occurrence, zeta potential, and electric potential, ,
    Conference Papers | 2022
    Alqahtani H; Alqahtani N; Armstrong RT; Mostaghimi P, 2022, 'Segmentation of X-Ray Images of Rocks Using Supervoxels Over-Segmentation', in International Petroleum Technology Conference, IPTC 2022,
    Preprints | 2022
    Alzubaidi F; Mostaghimi P; Niu Y; Armstrong RT; Mohammadi G; Berg S; McClure JE, 2022, Effective permeability of an immiscible fluid in porous media determined from its geometric state, ,
    Conference Papers | 2022
    Lanetc Z; Zhuravljov A; Shapoval A; Armstrong RT; Mostaghimi P, 2022, 'Inclusion of Microporosity in Numerical Simulation of Relative Permeability Curves', in International Petroleum Technology Conference, IPTC 2022,
    Preprints | 2022
    McClure JE; Fan M; Berg S; Armstrong RT; Berg CF; Li Z; Ramstad T, 2022, Relative permeability as a stationary process: energy fluctuations in immiscible displacement,
    Preprints | 2022
    Rabbani A; Sun C; Babaei M; Niasar VJ; Armstrong RT; Mostaghimi P, 2022, DeepAngle: Fast calculation of contact angles in tomography images using deep learning,
    Preprints | 2022
    Spurin C; Berg S; Armstrong R; McClure J, 2022, Dynamic Mode Decomposition for Analyzing Dynamics in Multi-phase Flow in Porous Media,
    Preprints | 2021
    Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson S; Armstrong R; Mostaghimi P, 2021, In-situ hydrogen wettability characterisation for Underground Hydrogen Storage, ,
    Preprints | 2021
    Jackson SJ; Niu Y; Manoorkar S; Mostaghimi P; Armstrong RT, 2021, Deep learning of multi-resolution X-Ray micro-CT images for multi-scale modelling, ,
    Preprints | 2021
    Niu Y; Jackson SJ; Alqahtani N; Mostaghimi P; Armstrong RT, 2021, A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution, ,
    Preprints | 2021
    Sun C; McClure J; Berg S; Mostaghimi P; Armstrong RT, 2021, Universal description of wetting on multiscale surfaces using integral geometry, ,
    Preprints | 2020
    Da Wang Y; Chung T; Armstrong RT; Mostaghimi P, 2020, ML-LBM: Machine Learning Aided Flow Simulation in Porous Media,
    Preprints | 2020
    Da Wang Y; Shabaninejad M; Armstrong RT; Mostaghimi P, 2020, Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images,
    Preprints | 2020
    McClure JE; Berg S; Armstrong RT, 2020, Capillary fluctuations and energy dynamics for flow in porous media, ,
    Preprints | 2020
    McClure JE; Berg S; Armstrong RT, 2020, Thermodynamics of fluctuations based on time-and-space averages, ,
    Conference Papers | 2020
    Rushood IA; Alqahtani N; da Wang Y; Shabaninejad M; Armstrong R; Mostaghimi P, 2020, 'Segmentation of X-ray images of rocks using deep learning', in Proceedings - SPE Annual Technical Conference and Exhibition
    Preprints | 2020
    Sun C; McClure JE; Mostaghimi P; Herring AL; Meisenheimer DE; Wildenschild D; Berg S; Armstrong RT, 2020, Characterization of wetting using topological principles, ,
    Conference Papers | 2020
    Yuan M; Jing Y; Wang YD; Armstrong R; Mostaghimi P, 2020, 'A coupled diffusion model for gas transport in tight unconventional reservoirs', in Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference 2020, ADIP 2020,
    Conference Papers | 2019
    Aborshaid H; Alzahid Y; Mostaghimi P; McClure J; Chen C; Sun C; Armstrong R; Asali M, 2019, 'Synchrotron-based X-ray micro-computed tomography for real time investigation of alkaline surfactant flooding', in Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference 2019, ADIP 2019, Abu Dhabi, UAE, presented at Abu Dhabi International Petroleum Exhibition & Conference, 11-14 November 2019, Abu Dhabi, UAE, Abu Dhabi, UAE, 11 November 2019 - 14 November 2019,
    Preprints | 2019
    Da Wang Y; Armstrong R; Mostaghimi P, 2019, Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images, ,
    Preprints | 2019
    Da Wang Y; Armstrong RT; Mostaghimi P, 2019, Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning, ,
    Conference Papers | 2019
    Jing Y; Armstrong R; Mostaghimi P, 2019, 'Deterministic pipe network modelling for fractured rocks', in Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference 2019, ADIP 2019, Abu Dhabi, UAE, presented at Abu Dhabi International Petroleum Exhibition & Conference, Abu Dhabi, UAE, 11 November 2019,
    Preprints | 2019
    McClure JE; Berg S; Armstrong RT, 2019, Geometric evolution as a source of discontinuous behavior in soft condensed matter, ,
    Conference Papers | 2019
    Rahayyem M; Mostaghimi P; Alzahid YA; Halim A; Evangelista L; Armstrong RT, 2019, 'Enzyme enhanced oil recovery EEOR: A microfluidics approach', in SPE Middle East Oil and Gas Show and Conference, MEOS, Proceedings, Manama, Bahrain, presented at SPE Middle East Oil and Gas Show and Conference held in Manama, Bahrain, 18-21 March 2019., Manama, Bahrain, 18 March 2019 - 21 March 2019,
    Preprints | 2019
    Sun C; McClure JE; Mostaghimi P; Herring AL; Shabaninejad M; Berg S; Armstrong RT, 2019, Linking continuum-scale state of wetting to pore-scale contact angles in porous media, ,
    Conference Papers | 2018
    Alqahtani N; Armstrong RT; Mostaghimi P, 2018, 'Deep learning convolutional neural networks to predict porous media properties', in Society of Petroleum Engineers - SPE Asia Pacific Oil and Gas Conference and Exhibition 2018, APOGCE 2018, Society of Petroleum Engineers, Brisbane, Australia, presented at SPE Asia Pacific Oil and Gas Conference and Exhibition, Brisbane, Australia, 23 October 2018 - 25 October 2018,
    Conference Papers | 2018
    Lu X; Armstrong R; Yuan M; Zhang Y; Mostaghimi P, 2018, 'Analysis of diffusion coefficient and fracture aperture in coal using micro-computed tomography imaging', in Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference 2018, ADIPEC 2018, Society of Petroleum Engineers, Abu Dhabi, UAE, presented at Abu Dhabi International Petroleum Exhibition & Conference, Abu Dhabi, UAE, 12 November 2018 - 15 November 2018,
    Preprints | 2018
    McClure JE; Armstrong RT; Berrill MA; Schlüter S; Berg S; Gray WG; Miller CT, 2018, A geometric state function for two-fluid flow in porous media, ,
    Conference Papers | 2018
    Mostaghimi P; Singh A, 2018, 'Automatic Fracture Identification using X-ray Images', Australia, presented at Australian Society of Exploration Geophysicists, Australia, 18 February 2018 - 21 February 2018,
    Conference Papers | 2018
    Shaw D; Mostaghimi P; Hussain F; Armstrong RT, 2018, 'Insights, trends and challenges associated with measuring coal relative permeability', in E3S Web of Conferences, Trondheim, Norway, presented at SCA, Trondheim, Norway, 26 July 2018 - 31 August 2018,
    Conference Papers | 2017
    Alsahid YA; Mostaghimi P; Warkiani ME; Armstrong RT; Joekar-Niasar V; Karadimitriou N, 2017, 'Alkaline Surfactant Polymer Flooding: What Happens at the Pore Scale?', in Proceedings, EAGE Publications BV, presented at 79th EAGE Conference and Exhibition 2017 - SPE EUROPEC, 12 June 2017 - 15 June 2017,
    Conference Papers | 2017
    Armstrong RT, 2017, 'Alkaline Surfactant Polymer Flooding: What Happens at the Pore Scale?', Paris France, presented at SPE Europec featured at 79th EAGE Conference and Exhibition, Paris France, 04 June 2017 - 08 June 2017
    Conference Papers | 2017
    Armstrong RT, 2017, 'Determination of Local Diffusion Coefficients and Directional Anisotropy in Shale From Dynamic Micro-CT Imaging', Austin, Texas, presented at Unconventional Resources Technology Conference (URTEC, Austin, Texas, 17 July 2017 - 21 July 2017
    Conference Papers | 2017
    Jing Y; Armstrong R; Mostaghimi P, 2017, 'DigiCoal: A numerical toolbox for fractured coal characterisation', in Society of Petroleum Engineers - SPE Abu Dhabi International Petroleum Exhibition and Conference 2017,
    Conference Papers | 2017
    Pillay O; Armstrong R; Terbrugge PJ, 2017, 'Otjikoto gold mine–a case study in pit slope design', in ISRM AfriRock - Rock Mechanics for Africa, pp. 317 - 330
    Conference Papers | 2016
    Armstrong RT; McClure JE; Berill MA; Rücker M; Schlüter S; Berg S, 2016, 'Flow regimes during immiscible displacement', in Petrophysics, SOC PETROPHYSICISTS & WELL LOG ANALYSTS-SPWLA, 8866 GULF FREEWAY, STE 320, HOUSTON, TX 77017 USA, Snowmass, CO, pp. 10 - 18, presented at SCA International Symposium, Snowmass, CO, 21 August 2016 - 26 August 2016,
    Conference Papers | 2016
    Armstrong RT, 2016, 'Combining high-resolution with larger volume images for improved characterization of mudstone reservoirs', Austin Texas, presented at SPWLA 57th Annual Logging Symposium, Austin Texas, 25 June 2016 - 29 June 2016
    Conference Papers | 2016
    MCClure ; Armstrong RT; Berg ; Gray , 2016, 'The effect of topology on two-fluid flow in porous media', SanFrancisco, presented at AGU Fall Meeting Abstracts, SanFrancisco, 12 December 2016 - 16 December 2016
    Conference Papers | 2016
    Mostaghimi P; Armstrong R; Gerami A; Hu Y; Jing Y; Kamali F; Liu M; Liu Z; Lu X; Lamei Ramandi H; Zamani A; Zhang Y, 2016, 'Pore Scale Characterisation of Coal: An Unconventional Challenge', in Society of Petroleum Engineers, Society of Petroleum Engineers (SPE), Abu Dhabi, presented at Zhang, Abu Dhabi, 07 November 2016 - 10 November 2016,
    Conference Papers | 2016
    Mostaghimi P, 2016, 'Flow in Coal Seams: An Unconventional Challenge', San Fracisco, presented at AGU Fall Meeting, San Fracisco, 12 December 2016 - 16 December 2016
    Conference Papers | 2016
    Mostaghimi P, 2016, 'Pore Topology Method: Experimental Validation and Dynamic Features', San Francisco, presented at AGU Fall Meeting, San Francisco, 12 December 2016 - 16 December 2016
    Conference Papers | 2016
    Newby L; Armstrong R; Maphanga G, 2016, 'Analysis of a slope failure above critical infrastructure', in Proceedings of the 1st Southern African Geotechnical Conference, 2016, pp. 335 - 340,
    Conference Papers | 2016
    Wildenschild ; Harper ; Armstrong RT, 2016, 'The Effect of Original and Initial Saturation on Residual Nonwetting Phase Capillary Trapping Efficiency', San Francisco, presented at AGU Fall Meeting, San Francisco, 12 December 2016 - 16 December 2016
    Conference Papers | 2015
    Armstrong RT, 2015, 'A Combined Micro-CT Imaging/Microfluidic Approach for Understating Methane Recovery in Coal Seam Gas Reservoirs', SanFrancisco, presented at AGU Fall Meeting Abstracts, SanFrancisco, 14 December 2015 - 18 December 2015
    Conference Papers | 2015
    Armstrong RT, 2015, 'Microfluidic experiments for understanding transport phenomena in coal seam reservoirs', Newfoundland, Canada, presented at Society of Core Analysts, Newfoundland, Canada, 16 August 2015 - 21 August 2015
    Conference Papers | 2015
    Armstrong RT, 2015, 'Pore-Scale imaging and modeling of coal properties', Melbourne, Australia, presented at APPEA, Melbourne, Australia, 17 May 2015 - 20 May 2015
    Conference Papers | 2015
    Armstrong RT, 2015, 'The fate of oil clusters during fractional flow: Trajectories in the saturation-capillary number space', St. Johns Newfoundland, presented at Society of Core Analyst, St. Johns Newfoundland, 16 August 2015 - 21 August 2015
    Conference Papers | 2015
    Armstrong RT, 2015, 'Using Microfluidics for Visualisation of Displacement Mechanisms on Pore Network Models', SanFrancisco, presented at AGU Fall Meeting, SanFrancisco, 14 December 2015 - 18 December 2015
    Conference Papers | 2015
    Fogden A; Olson T; Cheng Q; Middleton J; Kingston A; Turner M; Sheppard A; Armstrong R, 2015, 'Dynamic micro-CT imaging of diffusion in unconventionals', in Society of Petroleum Engineers - Unconventional Resources Technology Conference, URTeC 2015,
    Conference Papers | 2015
    Fogden A; Olson T; Cheng Q; Middleton J; Kingston A; Turner M; Sheppard A; Armstrong R, 2015, 'Dynamic micro-CT imaging of diffusion in unconventionals', in Society of Petroleum Engineers - Unconventional Resources Technology Conference, URTeC 2015, Society of Petroleum Engineers (SPE), presented at Unconventional Resources Technology Conference,
    Conference Papers | 2015
    Mostaghimi P; Armstrong RT; Gerami A; Ebrahimi Warkiani M; Lamei ramandi H; Pinczewski WV, 2015, 'Micro-CT imaging and microfluidics for understanding flow in coal seam reservoirs', in International Symposium of the Society of Core Analysts, SCA, SCA
    Conference Papers | 2015
    Ramandi HL; Armstrong RT; Mostaghimi P; Saadatfar M; Pinczewsk WV; Lamei Ramandi H, 2015, 'X-ray micro-computed tomography imaging for coal characterization', in Society of Petroleum Engineers - SPE Asia Pacific Unconventional Resources Conference and Exhibition, SPE, presented at SPE Asia Pacific Unconventional Resources Conference and Exhibition, 09 November 2015 - 11 November 2015,
    Conference Papers | 2015
    Ramandi HL; Armstrong RT; Mostaghimi P; Saadatfar M; Pinczewsk WV, 2015, 'X-ray micro-computed tomography imaging for coal characterization', in Society of Petroleum Engineers - SPE Asia Pacific Unconventional Resources Conference and Exhibition, Brisbane, Australia, presented at SPE Asia Pacific Unconventional Resources Conference and Exhibition, Brisbane, Australia, 09 November 2015 - 11 November 2015,
    Conference Papers | 2015
    Unsal E; Broens M; Buijse M; Boersma D; Makurat A; Armstrong RT, 2015, 'Visualization of in situ microemulsion phase', in Society of Petroleum Engineers - SPE Asia Pacific Enhanced Oil Recovery Conference, EORC 2015, Kuala Lumpur, Malaysia, pp. 897 - 903, presented at PE Asia Pacific Enhanced Oil Recovery Conference, EORC 2015, Kuala Lumpur, Malaysia, 11 August 2015 - 14 August 2015,
    Conference Papers | 2014
    Armstrong RT, 2014, 'Interfacial velocities and the resulting velocity field during a Haines jump', Avignon France, presented at Society of Core Analysts, Avignon France, 08 September 2014 - 11 September 2014
    Conference Papers | 2014
    Armstrong RT, 2014, 'ONSET OF OIL MOBILIZATION AND NON - WETTING PHASE CLUSTER SIZE DISTRIBUTION', Avignon France, presented at Society of Core Analysts, Avignon France, 08 September 2014 - 11 September 2014
    Conference Papers | 2013
    Armstrong RT, 2013, 'Application of digital rock technology for chemical EOR screening', Kuala Lumpur, Malaysia, presented at SPE enhanced oil recovery conference, Kuala Lumpur, Malaysia, 02 July 2013 - 04 July 2013
    Conference Papers | 2013
    Armstrong RT, 2013, 'DIRECT HYDRODYNAMIC SIMULATION OF MULTIPHASE FLOW IN POROUS ROCK', Napp Valley California, presented at Society of Core Analysts, Napp Valley California, 16 September 2013 - 19 September 2013
    Conference Papers | 2013
    Armstrong RT, 2013, 'Multiphase flow in porous rock imaged under dynamic flow conditions with fast X-ray computed tomography', Napa Valley, California, presented at Society of Core Analysts, Napa Valley, California, 16 September 2013 - 19 September 2013
    Conference Papers | 2012
    Armstrong RT; Pentland CH; Berg S; Hummel J; Lichau D; Bernard L, 2012, 'ESTIMATION OF CURVATURE FROM MICRO-CT LIQUID-LIQUID DISPLACEMENT STUDIES WITH PORE SCALE RESOLUTION', in Society of Core Analyst
    Conference Papers | 2012
    Armstrong RT, 2012, 'A Pore Scale Explanation for Displacement Efficiency', SanFrancisco, presented at AGU Fall Meeting, SanFrancisco, 10 December 2012 - 14 December 2012
    Conference Papers | 2012
    Armstrong RT, 2012, 'Emulsion formation at the Pore-Scale', SanFrancisco, presented at AGU Fall Meeting, SanFrancisco, 10 December 2012 - 14 December 2012
    Conference Papers | 2012
    Armstrong RT, 2012, 'Optimization geological sequestration of CO2 by capillary trapping mechanisms', SanFrancisco, presented at AGU Fall Meeting, SanFrancisco, 10 December 2012 - 14 December 2012
    Conference Papers | 2011
    Dominy SC; Platten IM; Howard LE; Elangovan P; Armstrong R; Minnitt RCA; Abel RL, 2011, 'Characterisation of gold ores by X-ray computed tomography - Part 2: Applications to the determination of gold particle size and distribution', in GeoMet 2011 - 1st AusIMM International Geometallurgy Conference 2011, pp. 293 - 309
    Conference Papers | 2010
    Wu Y; Ajo-Franklin J; Armstrong R; Hubbard S, 2010, 'Noninvasive geophysical imaging of ureolytic CaCO3 precipitation', in GEOCHIMICA ET COSMOCHIMICA ACTA, PERGAMON-ELSEVIER SCIENCE LTD THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND, pp. A1149 - A1149, PERGAMON-ELSEVIER SCIENCE LTD THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND
    Conference Papers | 2009
    Wildenschild D; Armstrong RT; Jansik DP; Wood BD, 2009, 'Using synchrotron-based microtomographic imaging to characterize biofilm architecture in porous media', in EGU General Assembly Conference Abstracts, pp. 6369 - 6369
    Conference Papers | 2003
    Armstrong R; Stacey TR, 2003, 'A review of information on the influence of plan curvature on rock slope stability and its effect on the volume of wedge failures', in 10th ISRM Congress, pp. 57 - 61
    Preprints |
    Baatar L; Mostaghimi P; Yuan M; Armstrong R; Adler L; Canbulat I; Si G; Gaidarov B; Jing Y, Multiscale Gas Diffusion Measurements for Coal Characterization Using Bulk Counterdiffusion and Local 3d Imaging Methods, ,
    Preprints |
    Herring AL; Sun C; Armstrong R; Saadatfar M, Insights into Wettability Alteration During Cyclic Scco2-Brine Injections in a Layered Bentheimer Sandstone,
    Preprints |
    Higgs S; Da Wang Y; Ennis-King J; Jackson S; Sun C; Armstrong R; Mostaghimi P, Direct Measurement of Hydrogen Relative Permeability Hysteresis for Underground Hydrogen Storage,
    Preprints |
    Lanetc Z; Zhuravljov A; Tang K; Armstrong R; Mostaghimi P, Multi-Scale Modelling of Multi-Physics Flow in Coal Seams, ,
    Preprints |
    Tang K; Armstrong R; Mostaghimi P; Niu Y; Meyer Q; Zhao C; Finegan D; Popeil M; Singh K; Menke H; Dimou AP; Bultreys T; Mascini A; Knackstedt M; Da Wang Y, Scaling Deep Learning for Material Imaging: A Pseudo-3d Model for Tera-Scale 3d Domain Transfer,

  • 2022: ARC Future Fellowship, An Advanced Multiphase Model for Geometrical Evolution and Anomalous Flows, FT210100165.
  • 2021: ARC Discovery, Beyond Darcy’s Law: Influence of Wettability on Multiphase Flow in Rocks, DP210102689, Lead CI.
  • 2020: ACARP, Direct Measurements of Effective Diffusion Coefficient of Coal, C29036.
  • 2019: ARC Linkage, In-situ Characterisation of Coal from Coal Seam Gas Developments, LP190100990.
  • 2017: ARC Discovery, Unlock Challenges of Coal Seam Gas: Experimental & Theoretical Developments, DP170104417, Lead CI.
  • 2016: ARC Discovery, Core-scale Geodynamic Rock-typing of Reservoir Rock, DP160104995.

  • 2022: Australian Research Council Future Fellowship
  • 2019: Second Best Paper Award, Society of Core Analysts Symposium
    • Shaw, D., Mostaghimi, P., Hussain, F., and R. T. Armstrong (2019), Insights, trends and challenges associated with measuring coal relative permeability, International Symposium of the Society of Core Analyst, Trondheim, Norway, 27-31 August.
  • 2018: Arc Postgraduate Research Supervisor Award
  • 2016: Best Paper Award, Society of Core Analysts Symposium
    • Armstrong, R. T., McClure, J. E., Berill, M. A., Rücker, M., Schlüter, S., and S. Berg (2016), Flow Regimes During Immiscible Displacement, International Symposium of the Society of Core Analyst, Snowmass, Colorado, USA, 21-26 August. SCA2016-009.
  • 2016: UNSW Staff Excellence Award in Research
  • 2016: UNSW Staff Excellence Award in Teaching
  • 2015: Best Paper Award, Society of Core Analysts Symposium
    • Rücker, M., Berg, S., Armstrong, R. T., Georgiadis, A., Ott, H., Simon, L., Enzmann, F., Kersten, M., and S. de With (2015), The fat of oil clusters during fractional flow – Trajectories in the saturation-capillary number space, International Symposium of the Society of Core Analysts, Newfoundland, Canada, 16-21 August.
  • 2013:ÌýYoung Professional Best Paper, Society of Core Analyst Symposium
    • Koroteev, D., Dinariev, O., Evseev, N., Klemin, D., Nadeev, A., Safonov, S., Gurpinar, O., Berg, S., van Kruisdijk, C., Armstrong, T. R., Meyers, M., Hathon, L., and H. de Jong, (2013), Direct hydrodynamic simulation of multiphase flow in porous rock, International Symposium of the Society of Core Analysts, Napa Valley, California, 16-19 September.
  • 2012: Best Poster Award, Society of Core Analyst Symposium
    • Armstrong, T. R., Pentland, C. H., Berg, S., Hummel, J., Lichau, D., and L. Bernard, (2012),Estimation of curvature from micro-CT liquid-liquid displacement studies with pore scale resolution, International Symposium of the Society of Core Analyst, Aberdeen, Scotland, UK, 27-30 August 2012.Â