Recent Publications
Publications
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Numerical simulation of viscous fingering in CO₂ storage: Addressing the limitations of laboratory-derived relative permeabilities
Larki, S. A., Skauge, A., Sorbie, K. S. & Mackay, E. J., Dec 2025, In: International Journal of Greenhouse Gas Control. 148, 104523.Research output: Contribution to journal › Article › peer-review
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Regional pressure response to large-scale carbon storage in the bunter sandstone formation, Silverpit Basin (Southern North Sea, UK)
De Luca, M., Mackay, E. J., Good, T. R., Scisciani, V., MacBeth, C., Patruno, S. & Sutcliffe, J., Dec 2025, In: International Journal of Greenhouse Gas Control. 148, 104530.Research output: Contribution to journal › Article › peer-review
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Assessing Scaling Risks in UAE Carbonate Reservoirs Using Reactive Transport Modelling
Baraka-Lokmane, S., Wang, X., Mackay, E., Singleton, M., Olsen, J., Retana, P., Chicoulaa, F., Alkindi, N. A., Keshtta, O. M. & Kaouche, S., 3 Nov 2025, ADIPEC 2025. Society for Applied Spectroscopy, SPE-230080-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sensitivity Analysis of Microbial Reaction Rate Models for Underground Hydrogen Storage
Shojaee, A., Ghanbari, S., Wang, G. & Mackay, E. J., 27 Oct 2025.Research output: Contribution to conference › Abstract › peer-review
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Relaxation of Low-Sulfate Seawater Injection Based on Geochemical Reservoir Modeling
Baraka-Lokmane, S., Wang, X., Mackay, E., Pedenaud, P. & Singleton, M., 21 Oct 2025, OTC Brasil 2025. Offshore Technology Conference, OTC-36041-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Lessons Learned from Brazilian Technical Evolution: CO2 WAG EOR that has Delivered 50Mt of CO2 Storage
Gusmão, P. & Mackay, E., 20 Oct 2025, p. 1-3. 3 p.Research output: Contribution to conference › Paper › peer-review
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An Integrated Model of Scale Inhibitor (DETPMP) Transport, Coupled Adsorption/Precipitation (Γ/Π) and Reaction in Carbonate Systems
Meybodi, M. K., Sorbie, K. S., Vazquez, O. & Mackay, E. J., Oct 2025, In: Advances in Water Resources. 204, 105042.Research output: Contribution to journal › Article › peer-review
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Modelling the Impact of Injection Rate and Heterogeneity on the Extent and Location of Halite Precipitation During CO2 Storage in Saline Aquifers: A Field Case Example
Ogundipe, O. M. & Mackay, E. J., 1 Sept 2025, SPE Energy Transition Symposium 2025. Society of Petroleum Engineers, SPE-228366-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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New flow simulation framework for underground hydrogen storage modelling considering microbial and geochemical reactions
Shojaee, A., Ghanbari, S., Wang, G., Gregory, S., Dopffel, N. & Mackay, E., 18 Aug 2025, In: International Journal of Hydrogen Energy. 159, 150453.Research output: Contribution to journal › Article › peer-review
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Effects of permeability, grid resolution, and carbonate reactions on CO2 distribution and sulphate scaling in seawater-flooded carbonates
Al-Behadili, A. M. & Mackay, E. J., 11 Aug 2025, In: Scientific Reports. 15, 29287.Research output: Contribution to journal › Article › peer-review
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Polymer Flooding Dynamics in Enhanced Oil Recovery: A Pore-Scale Study of the Influence of Shear-Thinning Rheology on Flow Dynamics and Recovery Efficiency
David, E., McDougall, S. R., Mackay, E. J. & Ogbeiwi, P., 5 Aug 2025, In: Journal of Applied Polymer Science. 142, 29, e57189.Research output: Contribution to journal › Article › peer-review
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Exploring Inorganic Scale Risks and Mitigation Strategies for Carbon Capture, Utilization, and Storage
Heath, S., Mackay, E., Jarrahian, K., Ishkov, O., Gusmão, P. & Bagala, S., Aug 2025, In: SPE Journal. 30, 8, p. 5026-5042 17 p.Research output: Contribution to journal › Article › peer-review
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Impact of relative timing of low salinity and polymer flooding on mechanisms by which oil recovery is improved
David, E., McDougall, S. R. & Mackay, E. J., 25 Jul 2025, In: Scientific Reports. 15, 27170.Research output: Contribution to journal › Article › peer-review
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Optimization of Injection Brine Composition and Impact of Geochemical Reactivity in Reducing Mineral Scaling Risk During Seawater Flooding
Al-Behadili, A. M., Makcay, E. J. & Hatscher, S., 10 Jun 2025, SPE Europe Energy Conference and Exhibition 2025. Society of Petroleum Engineers, SPE-225529-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The Impact of Reservoir Properties on the Sulphate Content of Produced Brine in Carbonate Reservoirs Under Seawater-Alternating-Gas Injection
Gusmao, P. B. & Mackay, E. J., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224282-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Optimization of Injection Brine Composition and Impact of Geochemical Reactivity to Reduce Mineral Scaling Risk
Al-Behadili, A. M., Makcay, E. J. & Gusmao, P. B., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224250-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Retention and Release of Commercial and Purified Phosphonate Scale Inhibitors on Carbonate Substrate
Igder, M., Sorbie, K. S., Sneddon, G., Boak, L., Mackay, E. & Singleton, M., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224242-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Determination of the Impact of Sulphate Concentration on Seawater Injection in a Brazilian Pre-Salt Field Using Reservoir Reactive Transport Modelling
Cardoso, G., Amézquita, J. V., Coelho, R., Moreira, R. D. R., Mackay, E. & Wang, X., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224311-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Silicate Scale Prevention During Low Temperature Geothermal Brine Production Using a Polymer-Based Scale Inhibitor/Dispersant
Mohammadi, S., Sorbie, K. S., Boak, L. S., Jarrahian, K. & Mackay, E. J., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224234-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modelling Halite Precipitation During CO2 Injection in a Heterogeneous Reservoir: A North Sea Field Case
Ogundipe, O. M. & Mackay, E. J., 2 Apr 2025, SPE International Conference on Oilfield Chemistry 2025. Society of Petroleum Engineers, SPE-224277-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Viscous Fingering Dynamics in Carbon Capture: Impact of CO2 Solubility and Relative Permeability Selection in CCS
Larki, S. A., Skauge, A., Sorbie, K. S. & Mackay, E., 2 Apr 2025, p. 1-13. 13 p.Research output: Contribution to conference › Paper › peer-review
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Impact of geochemical reactivity on desulphation requirements in a sandstone reservoir containing carbonate and sulphate minerals
Al-Behadili, A. M. & Mackay, E. J., 31 Jan 2025, In: Frontiers in Chemistry. 13, 1540250.Research output: Contribution to journal › Article › peer-review
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Coupled adsorption/precipitation (Γ/Π) modelling of scale inhibitor transport in porous media using the coupled isotherm, AΓΠ(c)
Kalantari meybodi, M., Sorbie, K. S., Vazquez, O. & Mackay, E. J., 20 Nov 2024, In: Colloids and Surfaces A: Physicochemical and Engineering Aspects. 703, Part 2, 135309.Research output: Contribution to journal › Article › peer-review
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Distinctive Reservoir Engineering Strategies: Comparing Underground Hydrogen Storage with CCS and Natural Gas Storage
Wang, G., Sorbie, K. S. & Mackay, E. J., 4 Nov 2024.Research output: Contribution to conference › Abstract › peer-review
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How Brine Composition Impacts CO2 Storage in Depleted Carbonate Reservoirs
Gusmao, P. & Mackay, E. J., 4 Nov 2024.Research output: Contribution to conference › Abstract › peer-review
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X-ray visualized unstable displacements of water by gas in sandstone slabs for subsurface gas storage
Beteta, A., Wang, G., Sorbie, K. S. & Mackay, E. J., Oct 2024, In: Physics of Fluids. 36, 10, 102107 .Research output: Contribution to journal › Article › peer-review
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Numerical Simulation of Coupled Adsorption/Precipitation of DETPMP in Carbonate Porous Media
Meybodi, M. K., Sorbie, K. S., Vazquez, O. & Mackay, E., 2 Sept 2024, p. 1-15. 15 p.Research output: Contribution to conference › Paper › peer-review
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Kinetics of In-Situ Calcium Magnesium Carbonate Precipitation and the Need for Desulfation in Seawater-Flooded Carbonate Reservoirs
Al-Behadili, A. M. & Mackay, E. J., Sept 2024, In: SPE Journal. 29, 9, p. 5055-5070 16 p.Research output: Contribution to journal › Article › peer-review
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Geochemical Reactivity Modelling During CO2 Induced Convective Brine Mixing
Ghanbari, S., Mackay, E. J., Clemens, T., Hujer, W., Rath, A., Lüftenegger, M. R., Magdalena, M. & Zamolyi, A., 26 Jun 2024, SPE Europe Energy Conference and Exhibition 2024. Society of Petroleum Engineers, SPE-220161-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Integrated Modelling of Bio-Geochemical Aspects in Underground Hydrogen Storage: Implications for Reservoir Selection and Performance
Shojaee, A., Ghanbari, S., Wang, G. & Mackay, E. J., 26 Jun 2024, SPE Europe Energy Conference and Exhibition 2024. Society of Petroleum Engineers, SPE-220056-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Static Modelling and Dynamic Simulation for Geological CO2 Storage: an Integrated Regional Scale Approach
De Luca, M., Mackay, E. J., Good, T. R., Scisciani, V., MacBeth, C. & Patruno, S., 10 Jun 2024, 85th EAGE Annual Conference & Exhibition 2024. EAGE Publishing BV, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Equilibrium Modelling of Interactions in DETPMP-Carbonate System
Kalantari Meybodi, M., Vazquez, O., Sorbie, K. S., Mackay, E. J. & Jarrahian, K., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218704-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Scale Control in Geothermal Wells – What are the Options for Effective and Economic Scale Management?
Jarrahian, K., Mackay, E., Singleton, M., Mohammadi, S., Heath, S. & Pessu, F., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218737-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Scale Treatment Optimisation in Geothermal Reservoirs
Vazquez, O., Mackay, E. & Beteta, A., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218724-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Impact of Reservoir on Relaxation of Requirement for SRP Whilst Protecting Production - Reactive Transport Modelling for a Mature Offshore Field
Wang, X., Baraka-Lokmane, S. & Mackay, E., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218729-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Understanding the Role of Scale Management in Carbon Capture, Utilisation and Storage (CCUS)
Heath, S., Mackay, E., Jarrahian, K., Ishkov, O. & Gusmão, P., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218722-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Understanding the Impact of Water Injection Rate on Brine Composition and Calcite Scaling in Reactive Carbonate Reservoirs as a Function of Oil Composition and Saturation
Gusmao, P. B. & Mackay, E. J., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218735-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modelling of Halite Risk During CO2 Injection in a North Sea Aquifer
Ogundipe, O. M., Mackay, E. J., Hatscher, S. & Seri, G., 5 Jun 2024, SPE Oilfield Scale Symposium 2024. Society of Petroleum Engineers, SPE-218723-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Propagation of CO2 desaturation front in near wellbore region
Awag, M., Mackay, E. & Ghanbari, S., Jun 2024, In: Energy Reports. 11, p. 5845-5858 14 p.Research output: Contribution to journal › Article › peer-review
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Numerical Simulation of Coupled Adsorption/Precipitation of DETPMP in Carbonate Porous Media
Kalantari Meybodi, M., Sorbie, K. S., Vazquez, O. & Mackay, E. J., Feb 2024, European Conference on the Mathematics of Geological Reservoirs, ECMOR 2024. EAGE Publishing BV, p. 1060-1074 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Impact of Groundwater Flow Direction on Early CO2 Plume Migration in Dipping Aquifers
Awag, M., Mackay, E. & Ghanbari, S., 2023, 84th EAGE Annual Conference and Exhibition. EAGE Publishing BV, Vol. 4. p. 2654-2658 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CO2 Flow Regimes Comparison between North Sea and US Classes of Reservoirs
Ghanbari, S., Mackay, E. J. & Pickup, G. E., Nov 2021, In: SPE Reservoir Evaluation and Engineering. 24, 4, p. 901-922 22 p.Research output: Contribution to journal › Article › peer-review
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CO2 movement monitoring and verification in a fractured Mississippian carbonate reservoir during EOR at Wellington Field in South Kansas
Holubnyak, Y., Mackay, E., Ishkov, O. & Watney, W., 6 Mar 2020, Gas Injection into Geological Formations and Related Topics. Scrivener Publishing, p. 217-226 10 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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The Effect of Faults and Fractures on Fluid Flow during CO2-EOR at Wellington Filed in South Kansas
Holubnyak, Y., Mackay, E., Ishkov, O. & Watney, W., 2018.Research output: Contribution to conference › Paper › peer-review
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CO2 aquifer storage site evaluation and monitoring: Understanding the challenges of CO2 storage: results of the CASSEM project
Smith, M., Campbell, D., Mackay, E. J. & Polson, D., 31 May 2012, SCCS. 196 p.Research output: Book/Report › Book
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The cost and value of field, laboratory, and simulation data for validating scale inhibitor treatment models
Patroni Zavala, J. A., Mackay, E. J., Vazquez, O., Boak, L. S., Singleton, M. & Ross, G., 2008, 9th International Conference on Oilfield Scale 2008: Managing Scale Through the Field Lifetime. Curran Associates, Inc., p. 473-493 21 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modelling chemical displacement in corefloods and the near-well formation to optimise treatments and minimise environmental damage
Mackay, E. J., 2007.Research output: Contribution to conference › Paper › peer-review
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Low-sulfate seawater injection for barium sulfate scale control: A life-of-field solution to a complex challenge
Jordan, M. M., Collins, I. R. & Mackay, E. J., 15 Feb 2006, SPE International Symposium and Exhibition on Formation Damage Control 2006. Society of Petroleum Engineers, SPE-98096-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The challenge that completion types present to scale inhibitor squeeze chemical placement: A novel solution using a self-diverting scale inhibitor squeeze process
Feasey, N. D., Jordan, M. M., Mackay, E. J. & Collins, I. R., 18 Feb 2004, SPE International Symposium and Exhibition on Formation Damage Control 2004. Society of Petroleum Engineers, SPE-86478-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Modelling of scale inhibitor treatments in horizontal wells: Application to the Alba field
Mackay, E. J., Matharu, A. P., Sorbie, K. S., Jordan, M. M. & Tomlins, R., 18 Feb 1998, SPE Formation Damage Control Conference 1998. Society of Petroleum Engineers, SPE-39452-MSResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution