Peyman Mostaghimi

Associate Professor

Peyman Mostaghimi is an Associate Professor in Minerals and Energy Resources at UNSW Sydney. He joined UNSW in 2014. Prior to this, he was a postdoctoral researcher at Imperial College London where he conducted research on multiphase flow and transport in porous media. He obtained his PhD from Imperial College London and holds an MSc in Mechanical Engineering with specialty in Fluid Mechanics and dual BSc degrees in Mechanical and Chemical (Reservoir) Engineering from Sharif University of Technology. A/Prof Mostaghimi has a broad range of research interests in computational fluid dynamics, natural gas, subsurface reservoir simulation, pore-scale modelling of displacement processes and modelling flow and transport in porous media with applications to oil and gas recovery, subsurface hydrology and environmental studies. A/Prof Mostaghimi is an active member of SPE (Society of Petroleum Engineers), InterPore (International Society for Porous Media), AGU (American Geophysical Union) and IAMG (International Association for Mathematical Geosciences). He is a recipient of several international awards and is a Council Member for the International Society for Porous Media and an Associate Editor for the Journal of Petroleum Science and Engineering.

For more information about his current research activities, check his research group webpage at: http://mutris.unsw.edu.au and for a list of publications, visit his Google Scholar profile at: http://goo.gl/iqoh52

PUBLICATIONS

Journal articles
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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, vol. 47, pp. 13062 - 13075, http://dx.doi.org/10.1016/j.ijhydene.2022.02.022
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, http://dx.doi.org/10.1007/s00603-022-02805-y
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, vol. 17, http://dx.doi.org/10.1103/PhysRevApplied.17.034048
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, vol. 161, pp. 107768 - 107768, http://dx.doi.org/10.1016/j.compchemeng.2022.107768
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, vol. 100, pp. 104427 - 104427, http://dx.doi.org/10.1016/j.jngse.2022.104427
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, vol. 208, pp. 109471 - 109471, http://dx.doi.org/10.1016/j.petrol.2021.109471
2022
Fani M; Pourafshary P; Mostaghimi P; Mosavat N, 2022, 'Application of microfluidics in chemical enhanced oil recovery: A review', Fuel, vol. 315, http://dx.doi.org/10.1016/j.fuel.2022.123225
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, vol. 319, http://dx.doi.org/10.1016/j.fuel.2022.123563
2022
Altaheini S; Mostaghimi P; Clark SR, 2022, 'Incorporating adaptive well conditions into numerical reservoir simulators constrained by well and reservoir performance data', Journal of Petroleum Science and Engineering, vol. 208, pp. 109684 - 109684, http://dx.doi.org/10.1016/j.petrol.2021.109684
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, vol. 248, pp. 117173 - 117173, http://dx.doi.org/10.1016/j.ces.2021.117173
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, vol. 608, pp. 2330 - 2338, http://dx.doi.org/10.1016/j.jcis.2021.10.152
2022
Wang YD; Blunt MJ; Armstrong RT; Mostaghimi P, 2021, 'Deep learning in pore scale imaging and modeling', Earth-Science Reviews, vol. 215, http://dx.doi.org/10.1016/j.earscirev.2021.103555
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, vol. 138, pp. 49 - 75, http://dx.doi.org/10.1007/s11242-021-01590-6
2021
Rabbani A; Fernando AM; Shams R; Singh A; Mostaghimi P; Babaei M, 2021, 'Review of Data Science Trends and Issues in Porous Media Research With a Focus on Image-Based Techniques', Water Resources Research, vol. 57, http://dx.doi.org/10.1029/2020WR029472
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, vol. 197, http://dx.doi.org/10.1016/j.petrol.2020.107933
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, vol. 207, pp. 109055 - 109055, http://dx.doi.org/10.1016/j.petrol.2021.109055
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, vol. 147, http://dx.doi.org/10.1016/j.advwatres.2020.103801
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, vol. 88, pp. 103741 - 103741, http://dx.doi.org/10.1016/j.jngse.2020.103741
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, vol. 140, pp. 215 - 240, http://dx.doi.org/10.1007/s11242-021-01615-0
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, vol. 15, http://dx.doi.org/10.1103/PhysRevApplied.15.064033
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, vol. 245, pp. 103819 - 103819, http://dx.doi.org/10.1016/j.coal.2021.103819
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, vol. 26, pp. 1800 - 1811, http://dx.doi.org/10.2118/205376-PA
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, vol. 150, http://dx.doi.org/10.1016/j.advwatres.2021.103883
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, vol. 104, pp. 107185 - 107185, http://dx.doi.org/10.1016/j.asoc.2021.107185
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, vol. 6, http://dx.doi.org/10.1103/PhysRevFluids.6.054003
2021
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, vol. 184, http://dx.doi.org/10.1016/j.petrol.2019.106514
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, vol. 281, http://dx.doi.org/10.1016/j.fuel.2020.118687
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, vol. 56, http://dx.doi.org/10.1029/2019WR026052
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, vol. 195, http://dx.doi.org/10.1016/j.petrol.2020.107885
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, vol. 135, pp. 25 - 37, http://dx.doi.org/10.1007/s11242-020-01466-1
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, vol. 56, http://dx.doi.org/10.1029/2019WR026597
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, vol. 47, http://dx.doi.org/10.1029/2020GL088594
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, vol. 578, pp. 106 - 115, http://dx.doi.org/10.1016/j.jcis.2020.05.076
2020
Sun C; McClure JE; Mostaghimi P; Herring AL; Berg S; Armstrong RT, 2020, 'Probing Effective Wetting in Subsurface Systems', Geophysical Research Letters, vol. 47, http://dx.doi.org/10.1029/2019GL086151
2020
Jing Y; Armstrong RT; Mostaghimi P, 2020, 'Image-based fracture pipe network modelling for prediction of coal permeability', Fuel, vol. 270, pp. 117447 - 117447, http://dx.doi.org/10.1016/j.fuel.2020.117447
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, vol. 561, pp. 173 - 180, http://dx.doi.org/10.1016/j.jcis.2019.11.105
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, vol. 25, pp. 242 - 252, http://dx.doi.org/10.2118/195701-PA
2020
Lu X; Armstrong RT; Mostaghimi P, 2020, 'Analysis of gas diffusivity in coal using micro-computed tomography', Fuel, vol. 261, http://dx.doi.org/10.1016/j.fuel.2019.116384
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, vol. 184, http://dx.doi.org/10.1016/j.petrol.2019.106577
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, vol. 47, http://dx.doi.org/10.1029/2020GL089029
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, vol. 401, http://dx.doi.org/10.1016/j.jcp.2019.108966
2020
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, vol. 33, pp. 2888 - 2896, http://dx.doi.org/10.1021/acs.energyfuels.8b04145
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, vol. 182, http://dx.doi.org/10.1016/j.petrol.2019.106271
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', ASEG Extended Abstracts, vol. 2019, pp. 1 - 3, http://dx.doi.org/10.1080/22020586.2019.12073166
2019
Jing Y; Armstrong RT; Ramandi HL; Mostaghimi P, 2019, 'DigiCoal: A computational package for characterisation of coal cores', Journal of Petroleum Science and Engineering, vol. 176, pp. 775 - 791, http://dx.doi.org/10.1016/j.petrol.2019.01.094
2019
Chung T; Wang YD; Armstrong RT; Mostaghimi P, 2019, 'Approximating permeability of microcomputed-tomography images using elliptic flow equations', SPE Journal, vol. 24, pp. 1154 - 1163, http://dx.doi.org/10.2118/191379-PA
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, vol. 182, http://dx.doi.org/10.1016/j.petrol.2019.106261
2019
Rabbani A; Mostaghimi P; Armstrong RT, 2019, 'Pore network extraction using geometrical domain decomposition', Advances in Water Resources, vol. 123, pp. 70 - 83, http://dx.doi.org/10.1016/j.advwatres.2018.11.003
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, vol. 554, pp. 554 - 564, http://dx.doi.org/10.1016/j.jcis.2019.07.009
2019
Shaw D; Mostaghimi P; Armstrong RT, 2019, 'The dynamic behaviour of coal relative permeability curves', Fuel, vol. 253, pp. 293 - 304, http://dx.doi.org/10.1016/j.fuel.2019.04.107
2019
Zhang Y; Mostaghimi P; Armstrong RT, 2019, 'On the challenges of greyscale-based quantifications using X-ray computed microtomography', Journal of Microscopy, vol. 275, pp. 82 - 96, http://dx.doi.org/10.1111/jmi.12805
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, vol. 55, pp. 1912 - 1927, http://dx.doi.org/10.1029/2018WR023342
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, vol. 126, pp. 1 - 14, http://dx.doi.org/10.1016/j.advwatres.2019.02.002
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, vol. 130, pp. 277 - 304, http://dx.doi.org/10.1007/s11242-018-1202-3
2019
Alzahid YA; Mostaghimi P; Walsh SDC; Armstrong RT, 2019, 'Flow regimes during surfactant flooding: The influence of phase behaviour', Fuel, vol. 236, pp. 851 - 860, http://dx.doi.org/10.1016/j.fuel.2018.08.086
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, vol. 172, pp. 373 - 382, http://dx.doi.org/10.1016/j.petrol.2018.08.072
2019
Liu M; Mostaghimi P, 2018, 'Numerical simulation of fluid-fluid-solid reactions in porous media', INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, vol. 120, pp. 194 - 201, http://dx.doi.org/10.1016/j.ijheatmasstransfer.2017.11.141
2018
Liu M; Mostaghimi P, 2018, 'Reactive transport modelling in dual porosity media', Chemical Engineering Science, vol. 190, pp. 436 - 442, http://dx.doi.org/10.1016/j.ces.2018.06.005
2018
Liu M; Shabaninejad M; Mostaghimi P, 2018, 'Predictions of permeability, surface area and average dissolution rate during reactive transport in multi-mineral rocks', Journal of Petroleum Science and Engineering, vol. 170, pp. 130 - 138, http://dx.doi.org/10.1016/j.petrol.2018.06.010
2018
Liu M; Mostaghimi P, 2018, 'Numerical simulation of fluid-fluid-solid reactions in porous media', International Journal of Heat and Mass Transfer, vol. 120, pp. 194 - 201, http://dx.doi.org/10.1016/j.ijheatmasstransfer.2017.11.141
2018
Lu X; Armstrong RT; Mostaghimi P, 2018, 'High-pressure X-ray imaging to interpret coal permeability', Fuel, vol. 226, pp. 573 - 582, http://dx.doi.org/10.1016/j.fuel.2018.03.172
2018
Ramandi HL; Liu M; Tadbiri S; Mostaghimi P, 2018, 'Impact of dissolution of syngenetic and epigenetic minerals on coal permeability', Chemical Geology, vol. 486, pp. 31 - 39, http://dx.doi.org/10.1016/j.chemgeo.2018.03.015
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, vol. 32, pp. 2889 - 2900, http://dx.doi.org/10.1021/acs.energyfuels.7b03191
2018
Niu Y; Mostaghimi P; Shikhov I; Chen Z; Armstrong RT, 2018, 'Coal permeability: Gas slippage linked to permeability rebound', Fuel, vol. 215, pp. 844 - 852, http://dx.doi.org/10.1016/j.fuel.2017.11.082
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, vol. 8, http://dx.doi.org/10.1038/s41598-018-33495-8
2018
Liu M; Mostaghimi P, 2017, 'Characterisation of reactive transport in pore-scale correlated porous media', Chemical Engineering Science, vol. 173, pp. 121 - 130, http://dx.doi.org/10.1016/j.ces.2017.06.044
2017
Liu M; Mostaghimi P, 2017, 'Pore-scale modelling of CO2 storage in fractured coal', International Journal of Greenhouse Gas Control, vol. 66, pp. 246 - 253, http://dx.doi.org/10.1016/j.ijggc.2017.09.007
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, vol. 31, pp. 10393 - 10403, http://dx.doi.org/10.1021/acs.energyfuels.7b01046
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, vol. 181, pp. 11 - 22, http://dx.doi.org/10.1016/j.coal.2017.08.003
2017
Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Impact of Mineralization on Digital Coal Properties', Energy and Fuels, vol. 31, pp. 11558 - 11568, http://dx.doi.org/10.1021/acs.energyfuels.7b01401
2017
Jing Y; Armstrong RT; Ramandi HL; Mostaghimi P, 2017, 'Topological Characterization of Fractured Coal', Journal of Geophysical Research: Solid Earth, vol. 122, pp. 9849 - 9861, http://dx.doi.org/10.1002/2017JB014667
2017
Amirian T; Haghighi M; Mostaghimi P, 2017, 'Pore Scale Visualization of Low Salinity Water Flooding as an Enhanced Oil Recovery Method', Energy and Fuels, vol. 31, pp. 13133 - 13143, http://dx.doi.org/10.1021/acs.energyfuels.7b01702
2017
Liu M; Mostaghimi P, 2017, 'Pore-scale simulation of dissolution-induced variations in rock mechanical properties', International Journal of Heat and Mass Transfer, vol. 111, pp. 842 - 851, http://dx.doi.org/10.1016/j.ijheatmasstransfer.2017.04.049
2017
Ramandi HL; Mostaghimi P; Armstrong RT, 2017, 'Digital rock analysis for accurate prediction of fractured media permeability', Journal of Hydrology, vol. 554, pp. 817 - 826, http://dx.doi.org/10.1016/j.jhydrol.2016.08.029
2017
Karimpouli S; Tahmasebi P; Ramandi HL; Mostaghimi P; Saadatfar M, 2017, 'Stochastic modeling of coal fracture network by direct use of micro-computed tomography images', International Journal of Coal Geology, vol. 179, pp. 153 - 163, http://dx.doi.org/10.1016/j.coal.2017.06.002
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, vol. 207, pp. 312 - 322, http://dx.doi.org/10.1016/j.fuel.2017.06.050
2017
Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Rough-walled discrete fracture network modelling for coal characterisation', Fuel, vol. 191, pp. 442 - 453, http://dx.doi.org/10.1016/j.fuel.2016.11.094
2017
Liu M; Mostaghimi P, 2017, 'High-resolution pore-scale simulation of dissolution in porous media', Chemical Engineering Science, vol. 161, pp. 360 - 369, http://dx.doi.org/10.1016/j.ces.2016.12.064
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, vol. 39, pp. 143 - 160, http://dx.doi.org/10.1016/j.jngse.2017.01.025
2017
Liu M; Shabaninejad M; Mostaghimi P, 2017, 'Impact of mineralogical heterogeneity on reactive transport modelling', Computers and Geosciences, vol. 104, pp. 12 - 19, http://dx.doi.org/10.1016/j.cageo.2017.03.020
2017
Jing Y; Armstrong RT; Mostaghimi P, 2017, 'Digital coal: Generation of fractured cores with microscale features', Fuel, vol. 207, pp. 93 - 101, http://dx.doi.org/10.1016/j.fuel.2017.06.051
2017
Mostaghimi P; Ashouri M; Ebrahimi B, 2016, 'Hydrodynamics of fingering instability in the presence of a magnetic field', Fluid Dynamics Research, vol. 48, http://dx.doi.org/10.1088/0169-5983/48/5/055504
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, vol. 154, pp. 57 - 68, http://dx.doi.org/10.1016/j.coal.2015.10.001
2016
Ramandi HL; Armstrong RT; Mostaghimi P, 2016, 'Micro-CT image calibration to improve fracture aperture measurement', Case Studies in Nondestructive Testing and Evaluation, vol. 6, pp. 4 - 13, http://dx.doi.org/10.1016/j.csndt.2016.03.001
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, vol. 159, pp. 183 - 193, http://dx.doi.org/10.1016/j.coal.2016.04.002
2016
Jing Y; Armstrong RT; Lamei Ramandi H; Mostaghimi P, 2016, 'Coal cleat reconstruction using micro-computed tomography imaging', Fuel, vol. 181, pp. 286 - 299, http://dx.doi.org/10.1016/j.fuel.2016.04.127
2016
Mostaghimi P; Kamali F; Jackson MD; Muggeridge AH; Pain CC, 2016, 'Adaptive mesh optimization for simulation of immiscible viscous fingering', SPE Journal, vol. 21, pp. 2250 - 2259, http://dx.doi.org/10.2118/173281-PA
2016
Roshan H; Sari M; Arandiyan H; Hu Y; Mostaghimi P; Sarmadivaleh M; Masoumi H; Veveakis M; Iglauer S; Regenauer-Lieb K, 2016, 'Total porosity of tight rocks: A welcome to the heat transfer technique', Energy and Fuels, vol. 30, pp. 10072 - 10079, http://dx.doi.org/10.1021/acs.energyfuels.6b01339
2016
Mostaghimi P; Liu M; Arns CH, 2016, 'Numerical Simulation of Reactive Transport on Micro-CT Images', Mathematical Geosciences, vol. 48, pp. 963 - 983, http://dx.doi.org/10.1007/s11004-016-9640-3
2016
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, vol. 55, pp. 468 - 468, http://dx.doi.org/10.1071/AJ14103
2015
Jackson M; Percival J; Mostaghimi P; Tollit B; Pavlidis D; Pain C; Gomes J; Elsheikh AH; Salinas P; Muggeridge A; Blunt M, 2015, 'Reservoir Modeling for Flow Simulation by Use of Surfaces, Adaptive Unstructured Meshes, and an Overlapping-Control-Volume Finite-Element Method', SPE Reservoir Evaluation and Engineering, vol. 18, pp. 115 - 132, http://dx.doi.org/10.2118/163633-PA
2015
Mostaghimi P; Percival J; Pavlidis D; Ferrier R; Gomes JMA; Gorman G; Jackson M; Neethling S; Pain C, 2015, 'Anisotropic Mesh Adaptivity and Control Volume Finite Element Methods for Numerical Simulation of Multiphase Flow in Porous Media', Mathematical Geosciences, vol. 47, pp. 417 - 440, http://dx.doi.org/10.1007/s11004-014-9579-1
2015
Su K; Latham JP; Pavlidis D; Xiang J; Fang F; Mostaghimi P; Percival JR; Pain CC; Jackson MD, 2015, 'Multiphase flow simulation through porous media with explicitly resolved fractures', Geofluids, vol. 15, pp. n/a - n/a, http://dx.doi.org/10.1111/gfl.12129
2015
Ebrahimi B; Mostaghimi P; Gholamian H; Sadeghy K, 2015, 'Viscous fingering in yield stress fluids: a numerical study', Journal of Engineering Mathematics, vol. 97, pp. 1 - 16, http://dx.doi.org/10.1007/s10665-015-9803-0
2015
Jackson MD; Percival JR; Mostaghiml P; Tollit BS; Pavlidis D; Pain CC; Gomes JLMA; El-Sheikh AH; Salinas P; Muggeridge AH; Blunt MJ, 2015, 'Reservoir Modeling for Flow Simulation by Use of Surfaces, Adaptive Unstructured Meshes, and an Overlapping-Control-Volume Finite-Element Method', SPE RESERVOIR EVALUATION & ENGINEERING, vol. 18, pp. 115 - 132, http://dx.doi.org/10.2118/163633-PA
2015
Mostaghimi P; Tollit B; Neethling S; Gorman G; Pain C, 2014, 'A control volume finite element method for adaptive mesh simulation of flow in heap leaching', Journal of Engineering Mathematics, vol. 87, pp. 111 - 121, http://dx.doi.org/10.1007/s10665-013-9672-3
2014
Mostaghimi P; Ilankoon IMSK; Neethling SJ, 2014, 'Use of mesh adaptivity in simulation of flow in packed beds – A case study', Minerals Engineering, vol. 63, pp. 157 - 163, http://dx.doi.org/10.1016/j.mineng.2014.04.019
2014
Blunt MJ; Bijeljic B; Dong H; Gharbi O; Iglauer S; Mostaghimi P; Paluszny A; Pentland C, 2013, 'Pore-scale imaging and modelling', Advances in Water Resources, vol. 51, pp. 197 - 216, http://dx.doi.org/10.1016/j.advwatres.2012.03.003
2013
Mostaghimi P; Blunt M; Bijeljic B, 2013, 'Computations of Absolute Permeability on Micro-CT Images', Mathematical Geosciences, vol. 45, pp. 103 - 125, http://dx.doi.org/10.1007/s11004-012-9431-4
2013
Bijeljic B; Mostaghimi P; Blunt MJ, 2013, 'Insights into non-Fickian solute transport in carbonates', Water Resour. Res., vol. 49, pp. 2714 - 2728, http://dx.doi.org/10.1002/wrcr.20238
2013
Bijeljic B; Raeini A; Mostaghimi P; Blunt MJ, 2013, 'Predictions of non-Fickian solute transport in different classes of porous media using direct simulation on pore-scale images', PRE, vol. 87, pp. 013011, http://dx.doi.org/10.1103/PhysRevE.87.013011
2013
Mostaghimi P; Bijeljic B; Blunt M, 2012, 'Simulation of Flow and Dispersion on Pore-Space Images', SPE Journal, vol. 17, pp. 1131 - 1141, http://dx.doi.org/10.2118/135261-PA
2012
Bijeljic B; Mostaghimi P; Blunt MJ, 2011, 'Signature of Non-Fickian Solute Transport in Complex Heterogeneous Porous Media', PRL, vol. 107, pp. 204502, http://dx.doi.org/10.1103/PhysRevLett.107.204502
2011
Mostaghimi P; Mahani H, 2010, 'A Quantitative and Qualitative Comparison of Coarse-Grid-Generation Techniques for Modeling Fluid Displacement in Heterogeneous Porous Media', SPE Reservoir Evaluation and Engineering, vol. 13, pp. 24 - 36, http://dx.doi.org/10.2118/118712-PA
2010
Conference Papers
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Alqahtani H; Alqahtani N; Armstrong RT; Mostaghimi P, 2022, 'Segmentation of X-Ray Images of Rocks Using Supervoxels Over-Segmentation', in Day 3 Wed, February 23, 2022, IPTC, presented at International Petroleum Technology Conference, 21 February 2022 - 23 February 2022, http://dx.doi.org/10.2523/iptc-22131-ms
2022
Lanetc Z; Zhuravljov A; Shapoval A; Armstrong RT; Mostaghimi P, 2022, 'Inclusion of Microporosity in Numerical Simulation of Relative Permeability Curves', in Day 1 Mon, February 21, 2022, IPTC, presented at International Petroleum Technology Conference, 21 February 2022 - 23 February 2022, http://dx.doi.org/10.2523/iptc-21975-ms
2022
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, Society of Petroleum Engineers, presented at SPE Annual Technical Conference and Exhibition, http://dx.doi.org/10.2118/201282-ms
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, Society of Petroleum Engineers, presented at Abu Dhabi International Petroleum Exhibition & Conference, http://dx.doi.org/10.2118/202616-ms
2020
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, http://dx.doi.org/10.2118/197741-MS
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, http://dx.doi.org/10.2118/197960-MS
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, http://dx.doi.org/10.2118/195116-MS
2019
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, http://dx.doi.org/10.2118/191906-MS
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, http://dx.doi.org/10.2118/193003-MS
2018
Mostaghimi P; Singh A, 2018, 'Automatic Fracture Identification using X-ray Images', in Automatic Fracture Identification using X-ray Images, Australian Society of Exploration Geophysicists, Australia, presented at Australian Society of Exploration Geophysicists, Australia, 18 February 2018 - 21 February 2018, http://dx.doi.org/10.1071/ASEG2018abT6_2C
2018
Mostaghimi P; Liu M, 2018, 'Pore-scale modelling of reactive transport on multi-mineral rock images', in Pore-scale modelling of reactive transport on multi-mineral rock images, Computational Methods in Water Resources, France, presented at Computational Methods in Water Resources, France, 03 June 2018 - 07 June 2018
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, http://dx.doi.org/10.1051/e3sconf/20198901004
2018
Armstrong RT, 2017, 'Determination of Local Diffusion Coefficients and Directional Anisotropy in Shale From Dynamic Micro-CT Imaging', in SPE/AAPG/SEG Unconventional Resources Technology Conference 2017, Austin, Texas, pp. 249DUMMY, presented at Unconventional Resources Technology Conference (URTEC, Austin, Texas, 17 July 2017 - 21 July 2017, http://dx.doi.org/10.15530/urtec-2017-2695407
2017
Armstrong RT, 2017, 'Alkaline Surfactant Polymer Flooding: What Happens at the Pore Scale?', in Society of Petroleum Engineers - SPE Europec Featured at 79th EAGE Conference and Exhibition, Paris France, pp. 386 - 402, presented at SPE Europec featured at 79th EAGE Conference and Exhibition, Paris France, 04 June 2017 - 08 June 2017
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, http://dx.doi.org/10.2118/188822-ms
2017
Talbot C; McClure J; Armstrong R; Mostaghimi P; Hu Y; Miller C, 2017, 'Dynamic Data-Driven Reduced-Order Models of Macroscale Quantities for the Prediction of Equilibrium System State for Multiphase Porous Medium Systems', in Dynamic Data-Driven Reduced-Order Models of Macroscale Quantities for the Prediction of Equilibrium System State for Multiphase Porous Medium Systems, American Geophysical Union Fall Meeting, San Francisco, presented at American Geophysical Union Fall Meeting, San Francisco, 10 December 2017 - 15 December 2017
2017
Hu Y; Armstrong R; Hung T; Lee B; Shikhov I; Mostaghimi P, 2017, 'Analysing flow in rocks by combined positron emission tomography and computed tomography imaging', in Analysing flow in rocks by combined positron emission tomography and computed tomography imaging, Society of Core Analysts, Vienna, presented at Society of Core Analysts, Vienna, 27 August 2017 - 01 September 2017
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 79th EAGE Conference and Exhibition 2017 - SPE EUROPEC, EAGE Publications BV, presented at 79th EAGE Conference and Exhibition 2017 - SPE EUROPEC, 12 June 2017 - 15 June 2017, http://dx.doi.org/10.3997/2214-4609.201701591
2017
Mostaghimi P, 2016, 'Pore Topology Method: Experimental Validation and Dynamic Features', in Pore Topology Method: Experimental Validation and Dynamic Features, AGU Fall Meeting, San Francisco, presented at AGU Fall Meeting, San Francisco, 12 December 2016 - 16 December 2016
2016
Mostaghimi P, 2016, 'Flow in Coal Seams: An Unconventional Challenge', in Flow in Coal Seams: An Unconventional Challenge, AGU Fall Meeting, San Fracisco, presented at AGU Fall Meeting, San Fracisco, 12 December 2016 - 16 December 2016
2016
liu M; Mostaghimi P, 2016, 'Coupling lattice Boltzmann and finite volume methods for simulation of reactive transport', in Society of Core Analysts, International Symposium of the Society of Core Analysts, Colorado, USA, presented at International Symposium of the Society of Core Analysts, Colorado, USA, 21 August 2016 - 26 August 2016
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, Abu Dhabi, presented at Zhang, Abu Dhabi, 07 November 2016 - 10 November 2016, http://dx.doi.org/10.2118/183411-MS
2016
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, http://dx.doi.org/10.2118/177017-ms
2015
Mostaghimi P; Kamali F; Jackson MD; Muggeridge AH; Pain CC, 2015, 'A Dynamic Mesh Approach for Simulation of Immiscible Viscous Fingering', in SPE-173281-MS, Society of Petroleum Engineers, Houston, Texas, USA, pp. 1537 - 1548, presented at SPE Reservoir Simulation Symposium, Houston, Texas, USA, 23 February 2015 - 25 February 2015, https://www.onepetro.org/conference-paper/SPE-173281-MS
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, https://www.onepetro.org/conference-paper/SPE-177017-MS
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
2015
Mostaghimi P; Jackson M; Pain C; Gorman G, 2014, 'Importance of dynamic mesh adaptivity for simulation of viscous fingering in porous media', in AGU Fall Meeting, AGU, AGU
2014
Mostaghimi P, 2013, 'A mesh adaptive reservoir simulator', in Fourteenth Conference on the Mathematics of Finite Elements and Applications, MAFELAP, MAFELAP
2013
Mostaghimi P, 2013, 'An adaptive control volume finite element method for simulation of multi-scale flow in heterogeneous porous media', in AGU Fall Meeting, AGU, AGU
2013
Mostaghimi P; Ilankoon S; Neethling S, 2013, 'Use of mesh adaptivity in simulation of flow in packed beds with application to heap leaching', in Fourth International Symposium on Computational Modelling, Minerals Engineering International, Minerals Engineering International
2013
Jackson MD; Gomes JLMA; Mostaghimi P; Percival JR; Tollit BS; Pavlidis D; Pain CC; El-Sheikh AH; Muggeridge AH; Blunt MJ, 2013, 'Reservoir Modeling for Flow Simulation Using Surfaces, Adaptive Unstructured Meshes, and Control-Volume-Finite-Element Methods', in SPE-163633-MS, Society of Petroleum Engineers, pp. 774 - 792
2013
Cai L; Ferrier R; Lin Q; Mostaghimi P; Gorman G; Neethling S, 2012, 'Heap leaching simulation: beyond shrinkage core models', in Tenth Interneational Conference on Comuptational Fluid Dynamics in Oil and Gas, Metallurgical and Process Industries, SINTEF, SINTEF
2012
Mostaghimi P; Tollit B; Neethling S; Gorman G; Pain P, 2012, 'A control volume finite element scheme for analysis of heap leaching', in Ninth Interneational Conference on Comuptational Fluid Dynamics in the Minerals and Process Industries, CSIRO, CSIRO
2012
Bijeljic B; Raeini A; Mostaghimi P; Blunt MJ, 2012, 'What Determines Different Anomalous Transport Behavior in Different Porous Media?', in AGU Fall Meeting, AGU, AGU
2012
Mostaghimi P; Tollit B; Gorman G; Neethling S; Pain C, 2012, 'Multiphase flow through porous media: an adaptive control volume finite element formulation', in AGU Fall Meeting, AGU, AGU
2012
Bijeljic B; Mostaghimi P; Blunt MJ, 2011, 'Nature of Non-Fickian Solute Transport in Complex Heterogeneous Porous Media-Carbonates?', in AGU Fall Meeting, AGU, AGU
2011
Mostaghimi P; Bijeljic B; Blunt MJ, 2010, 'Simulation of flow and dispersion on pore-space images', in Proceedings - SPE Annual Technical Conference and Exhibition, pp. 4430 - 4448, http://dx.doi.org/10.2118/135261-ms
2010
Mostaghimi P; Bijeljic B; Blunt MJ, 2010, 'Simulation of flow and dispersion on pore-space images', in Annual Technical Conference and Exhibition, SPE, SPE
2010
Mostaghimi P, 2010, 'Direct simulation of transport on micro-CT images', in Gordon Research Conference on Flow and Transport in Permeable, GRC, GRC
2010
Preprints
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Sun C; McClure J; Berg S; Mostaghimi P; Armstrong RT, 2021, Universal description of wetting on multiscale surfaces using integral geometry
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
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
2021
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
2020
Da Wang Y; Chung T; Armstrong RT; Mostaghimi P, 2020, ML-LBM: Machine Learning Aided Flow Simulation in Porous Media
2020
Sun C; McClure JE; Mostaghimi P; Herring AL; Meisenheimer DE; Wildenschild D; Berg S; Armstrong RT, 2020, Characterization of wetting using topological principles
2020
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
2019
Da Wang Y; Armstrong RT; Mostaghimi P, 2019, Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learning
2019
Da Wang Y; Armstrong R; Mostaghimi P, 2019, Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images
2019
Higgs S; Da Wang Y; Sun C; Ennis-King J; Jackson S; Armstrong R; Mostaghimi P, In-situ hydrogen wettability characterisation for Underground Hydrogen Storage, http://dx.doi.org/10.31223/x54045