{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,11]],"date-time":"2026-09-11T00:15:18Z","timestamp":1789085718377,"version":"build-2803163510"},"reference-count":168,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42402161"],"award-info":[{"award-number":["42402161"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Advances in Colloid and Interface Science"],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1016\/j.cis.2025.103523","type":"journal-article","created":{"date-parts":[[2025,4,27]],"date-time":"2025-04-27T17:54:04Z","timestamp":1745776444000},"page":"103523","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":7,"special_numbering":"C","title":["Hydrocarbon migration and accumulation simulation: A review and a novel multi-scale quantitative numerical simulation method"],"prefix":"10.1016","volume":"342","author":[{"given":"Wen","family":"Zhao","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengzao","family":"Jia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yan","family":"Song","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiangfang","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lianhua","family":"Hou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lin","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuesong","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"02","key":"10.1016\/j.cis.2025.103523_bb0340","doi-asserted-by":"crossref","first-page":"853","DOI":"10.2118\/223935-PA","article-title":"Numerical simulation of reactive flow in fractured vuggy carbonate reservoirs considering hydro-mechanical-chemical coupling effects","volume":"30","author":"Huang","year":"2025","journal-title":"SPE J"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0380","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/j.petsci.2021.11.016","article-title":"Numerical investigation of fluid phase momentum transfer in carbonate acidizing","volume":"19","author":"Jia","year":"2022","journal-title":"Pet Sci"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0385","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.petsci.2022.12.012","article-title":"Whole petroleum system and ordered distribution pattern of conventional and unconventional oil and gas reservoirs","volume":"20","author":"Jia","year":"2023","journal-title":"Petroleum Science"},{"issue":"10","key":"10.1016\/j.cis.2025.103523_bb0610","doi-asserted-by":"crossref","first-page":"2033","DOI":"10.1166\/jctn.2011.1922","article-title":"Numerical and analytical solution of gas flow through a micro-nano porous media: a comparison","volume":"8","author":"Rad","year":"2011","journal-title":"J Comput Theor Nanosci"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0475","doi-asserted-by":"crossref","first-page":"1156","DOI":"10.1002\/ese3.2055","article-title":"Evaluation of carbon emission efficiency and analysis of influencing factors of chinese oil and gas enterprises","volume":"13","author":"Li","year":"2025","journal-title":"Energy Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0290","doi-asserted-by":"crossref","first-page":"1038","DOI":"10.1016\/j.rser.2015.12.186","article-title":"Geothermal source potential for water desalination\u2013current status and future perspective","volume":"57","author":"Gude","year":"2016","journal-title":"Renew Sust Energ Rev"},{"issue":"18","key":"10.1016\/j.cis.2025.103523_bb0635","doi-asserted-by":"crossref","first-page":"3604","DOI":"10.1002\/hyp.6963","article-title":"Advancing process-based watershed hydrological research using near-surface geophysics: a vision for, and review of, electrical and magnetic geophysical methods","volume":"22","author":"Robinson","year":"2008","journal-title":"Hydrol Process"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0735","doi-asserted-by":"crossref","first-page":"3068","DOI":"10.3390\/ma8063068","article-title":"Carbon nanotropes: a contemporary paradigm in drug delivery","volume":"8","author":"Tripathi","year":"2015","journal-title":"Materials"},{"key":"10.1016\/j.cis.2025.103523_bb0140","first-page":"32","article-title":"Strong correlation between LENR and Nano-mechanics instabilities\/THz phonons in condensed matter: application in geophysics, geochemistry, energetics, biology","volume":"153","author":"Carpinteri","year":"2020","journal-title":"Infinite Energy"},{"key":"10.1016\/j.cis.2025.103523_bb0120","series-title":"BP Statistical Review of World Energy","author":"BP","year":"2024"},{"key":"10.1016\/j.cis.2025.103523_bb0005","doi-asserted-by":"crossref","first-page":"372","DOI":"10.1134\/S0016852119030026","article-title":"Geofluid dynamic concept of prospecting for hydrocarbon accumulations in the earth crust","volume":"53","author":"Abukova","year":"2019","journal-title":"Geotectonics"},{"key":"10.1016\/j.cis.2025.103523_bb0330","doi-asserted-by":"crossref","DOI":"10.1016\/j.earscirev.2022.104109","article-title":"Dynamic continuous hydrocarbon accumulation (DCHA): existing theories and a new unified accumulation model","volume":"232","author":"Hu","year":"2022","journal-title":"Earth Sci Rev"},{"key":"10.1016\/j.cis.2025.103523_bb0095","series-title":"Imperial College Lectures in Petroleum Engineering, The-Volume 2: Reservoir Engineering","volume":"vol. 2","author":"Blunt","year":"2017"},{"key":"10.1016\/j.cis.2025.103523_bb0880","doi-asserted-by":"crossref","DOI":"10.1016\/j.jngse.2020.103454","article-title":"Numerical simulation on natural gas migration and accumulation in sweet spots of tight reservoir","volume":"81","author":"Zhao","year":"2020","journal-title":"J Nat Gas Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0030","series-title":"SPE Eastern Regional Meeting. OnePetro","article-title":"Application of machine learning to predict the organic shale sweet-spot quality index","author":"Algarhy","year":"2022"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0315","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.marpetgeo.2006.10.007","article-title":"Petroleum migration and accumulation in the Bozhong sub-basin, Bohai Bay basin, China: significance of preferential petroleum migration pathways (PPMP) for the formation of large oilfields in lacustrine fault basins","volume":"24","author":"Hao","year":"2007","journal-title":"Mar Pet Geol"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0550","first-page":"1230","article-title":"Simulation model for petroleum exploration","volume":"65","author":"Nakayama","year":"1981","journal-title":"AAPG Bull"},{"key":"10.1016\/j.cis.2025.103523_bb0070","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.marpetgeo.2018.03.003","article-title":"Some practical guidance for petroleum migration modeling","volume":"93","author":"Baur","year":"2018","journal-title":"Mar Pet Geol"},{"issue":"1\u20133","key":"10.1016\/j.cis.2025.103523_bb0675","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1016\/0146-6380(90)90026-V","article-title":"Primary migration of hydrocarbons by diffusion through organic matter networks, and its effect on oil and gas generation","volume":"16","author":"Stainforth","year":"1990","journal-title":"Org Geochem"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0110","doi-asserted-by":"crossref","first-page":"947","DOI":"10.1306\/02090403040","article-title":"Evolution of a hydrocarbon migration pathway along basin-bounding faults: evidence from fault cement","volume":"88","author":"Boles","year":"2004","journal-title":"AAPG Bull"},{"key":"10.1016\/j.cis.2025.103523_bb0210","doi-asserted-by":"crossref","DOI":"10.1016\/j.fuel.2024.134018","article-title":"Numerical simulation and evaluation of residual oil saturation in waterflooded reservoirs","volume":"384","author":"Deng","year":"2025","journal-title":"Fuel"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0545","doi-asserted-by":"crossref","first-page":"509","DOI":"10.2113\/gsecongeo.4.6.509","article-title":"The anticlinal and hydraulic theories of oil and gas accumulation","volume":"4","author":"Munn","year":"1909","journal-title":"Econ Geol"},{"key":"10.1016\/j.cis.2025.103523_bb0350","first-page":"229","article-title":"The migration of oil and natural gas","volume":"19","author":"Illing","year":"1933","journal-title":"Inst Petrol Technol J"},{"issue":"8","key":"10.1016\/j.cis.2025.103523_bib906","first-page":"1954","article-title":"Entrapment of petroleum under hydrodynamic conditions","volume":"37","author":"Hubbert","year":"1953","journal-title":"Aapg Bulletin"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0145","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/0021-9797(77)90335-6","article-title":"The utilization of petroleum sulfonates for producing low interfacial tensions between hydrocarbons and water","volume":"59","author":"Cayias","year":"1977","journal-title":"J Colloid Interface Sci"},{"issue":"5","key":"10.1016\/j.cis.2025.103523_bb0700","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1021\/j100834a009","article-title":"Effect of wettability on the electrical resistivity of carbonate rock from a petroleum reservoir","volume":"64","author":"Sweeney","year":"1960","journal-title":"J Phys Chem"},{"key":"10.1016\/j.cis.2025.103523_bb0590","series-title":"SPWLA 39th Annual Logging Symposium. OnePetro","article-title":"Determination of Rock Types From Pore Throat Radius and Bulk Volume Water, and Their Relations to Lithofacies, Carito Norte Field, Eastern Venezuela Basin","author":"Porras","year":"1998"},{"key":"10.1016\/j.cis.2025.103523_bb0460","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1017\/S0022112088000953","article-title":"Numerical models and experiments on immiscible displacements in porous media","volume":"189","author":"Lenormand","year":"1988","journal-title":"J Fluid Mech"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0605","first-page":"52","article-title":"Study on self - absorption and displacement of volcanic rock reservoir micro - model in Yaodian oilfield","volume":"13","author":"Qu","year":"1992","journal-title":"Acta Pet Sin"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0690","first-page":"41","article-title":"Influence of re-exploring groundwater on gas reservoir formation","volume":"19","author":"Sun","year":"1992","journal-title":"Pet Explor Dev"},{"key":"10.1016\/j.cis.2025.103523_bb0505","doi-asserted-by":"crossref","unstructured":"Mann, U., Hantschel, T., Schaefer, R. G., Krooss, B., Leythaeuser, D., Littke, R., & Sachsenhofer, R. F. (1997). Petroleum Migration: Mechanisms, Pathways, Efficiencies and Numerical Simulations. Petroleum and Basin Evolution: Insights From Petroleum Geochemistry, Geology and Basin Modeling, 403\u2013520.","DOI":"10.1007\/978-3-642-60423-2_8"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0525","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1016\/S0264-8172(99)00069-0","article-title":"Invasion percolation and secondary migration: experiments and simulations","volume":"17","author":"Meakin","year":"2000","journal-title":"Mar Pet Geol"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0485","first-page":"24","article-title":"Dynamic background and conditions of the primary migration of oil and gas","volume":"22","author":"Luo","year":"2001","journal-title":"Acta Pet Sin"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0125","first-page":"93","article-title":"Helium in New Mexico\u2014geologic distribution, resource demand, and exploration possibilities","volume":"27","author":"Broadhead","year":"2005","journal-title":"N M Geol"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0300","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1046\/j.1365-2117.2000.00111.x","article-title":"Palaeohydrology of hydrocarbon maturation, migration and accumulation in the Dead Sea rift","volume":"12","author":"Gvirtzman","year":"2000","journal-title":"Basin Res"},{"key":"10.1016\/j.cis.2025.103523_bb0630","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1038\/sj.jim.7000035","article-title":"Nuclear magnetic resonance imaging (MRI) of diesel oil migration in estuarine sediment samples","volume":"26","author":"Reeves","year":"2001","journal-title":"J Ind Microbiol Biotechnol"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0150","first-page":"166","article-title":"Simulation experiment and mechanism analysis of oil accumulation in convex mirror sand body","volume":"20","author":"Chen","year":"2000","journal-title":"Exp Petrol Geol"},{"key":"10.1016\/j.cis.2025.103523_bb0900","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/j.earscirev.2018.12.002","article-title":"Organic-matter-rich shales of China","volume":"189","author":"Zou","year":"2019","journal-title":"Earth Sci Rev"},{"key":"10.1016\/j.cis.2025.103523_bb0905","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.petrol.2012.02.001","article-title":"Tight gas sandstone reservoirs in China: characteristics and recognition criteria","volume":"88","author":"Zou","year":"2012","journal-title":"J Pet Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0255","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1007\/s11242-021-01548-8","article-title":"Influence of boundary layer on oil migration into tight reservoirs","volume":"137","author":"Feng","year":"2021","journal-title":"Transp Porous Media"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0530","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1016\/j.petlm.2016.02.002","article-title":"Shale characteristics impact on nuclear magnetic resonance (NMR) fluid typing methods and correlations","volume":"2","author":"Mehana","year":"2016","journal-title":"Petroleum"},{"issue":"5","key":"10.1016\/j.cis.2025.103523_bb0175","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1306\/10161211192","article-title":"Three-dimensional structure of experimentally produced clay smears: implications for fault seal analysis","volume":"97","author":"\u00c7ift\u00e7i","year":"2013","journal-title":"AAPG Bull"},{"issue":"1\u20134","key":"10.1016\/j.cis.2025.103523_bb0280","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.jconhyd.2007.01.013","article-title":"Three-dimensional visualization and quantification of non-aqueous phase liquid volumes in natural porous media using a medical X-ray computed tomography scanner","volume":"93","author":"Goldstein","year":"2007","journal-title":"J Contam Hydrol"},{"key":"10.1016\/j.cis.2025.103523_bb0410","doi-asserted-by":"crossref","first-page":"7913","DOI":"10.1016\/j.egyr.2021.08.185","article-title":"Effects of micro-fracture and micro-coal line on tight gas accumulation, Triassic Xujiahe formation, Sichuan Basin, China","volume":"7","author":"Jiang","year":"2021","journal-title":"Energy Rep"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0490","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1306\/11191010027","article-title":"Simulation and characterization of pathway heterogeneity of secondary hydrocarbon migration","volume":"95","author":"Luo","year":"2011","journal-title":"AAPG Bull"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0805","doi-asserted-by":"crossref","first-page":"1181","DOI":"10.1306\/11191010069","article-title":"Use of outcrop observations, geostatistical analysis, and flow simulation to investigate structural controls on secondary hydrocarbon migration in the Anacacho limestone, Uvalde, Texas","volume":"95","author":"Wilson","year":"2011","journal-title":"APG Bull"},{"key":"10.1016\/j.cis.2025.103523_bb0710","doi-asserted-by":"crossref","first-page":"3665","DOI":"10.1016\/j.egypro.2014.11.396","article-title":"Coupling basin and reservoir simulators for an improved CO2 injection flow model","volume":"63","author":"Teles","year":"2014","journal-title":"Energy Procedia"},{"key":"10.1016\/j.cis.2025.103523_bb0580","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1016\/j.marpetgeo.2015.12.019","article-title":"3-D numerical modelling of methane hydrate accumulations using PetroMod","volume":"71","author":"Pi\u00f1ero","year":"2016","journal-title":"Mar Pet Geol"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0755","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1144\/0036-9276\/01-376","article-title":"Thermal and burial history modelling in the Midlothian-Leven syncline in the Midland Valley of Scotland using BasinMod and HotPot","volume":"46","author":"Vincent","year":"2010","journal-title":"Scott J Geol"},{"issue":"10","key":"10.1016\/j.cis.2025.103523_bb0260","doi-asserted-by":"crossref","first-page":"904","DOI":"10.1130\/G46578.1","article-title":"Modeling petroleum expulsion in sedimentary basins: the importance of igneous intrusion timing and basement composition","volume":"47","author":"Gardiner","year":"2019","journal-title":"Geology"},{"key":"10.1016\/j.cis.2025.103523_bb0715","doi-asserted-by":"crossref","first-page":"470","DOI":"10.1007\/s12126-011-9121-4","article-title":"Maslow's hierarchy of human needs and the adoption of health-related technologies for older adults","volume":"37","author":"Thielke","year":"2012","journal-title":"Ageing Int"},{"key":"10.1016\/j.cis.2025.103523_bb0790","series-title":"Simulating Hydrocarbon Migration and Stratigraphic Traps","author":"Wendebourg","year":"1994"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0555","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1103\/PhysRevLett.77.699","article-title":"Formation of ion irradiation induced small-scale defects on graphite surfaces","volume":"77","author":"Nordlund","year":"1996","journal-title":"Phys Rev Lett"},{"key":"10.1016\/j.cis.2025.103523_bb0860","doi-asserted-by":"crossref","DOI":"10.1016\/j.petrol.2021.108391","article-title":"Fluid charging and hydrocarbon accumulation in the sweet spot, Ordos Basin, China","volume":"200","author":"Zhao","year":"2021","journal-title":"J Pet Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0870","doi-asserted-by":"crossref","DOI":"10.1016\/j.ces.2020.116183","article-title":"Effects of nanopore geometry on confined water flow: a view of lattice Boltzmann simulation","volume":"230","author":"Zhao","year":"2021","journal-title":"Chem Eng Sci"},{"key":"10.1016\/j.cis.2025.103523_bb0890","doi-asserted-by":"crossref","DOI":"10.1016\/j.cageo.2021.104915","article-title":"A simple approach to increasing computational efficiency of numerical simulations of hydrocarbon migration based on the darcy flow concept","volume":"157","author":"Zhuravljov","year":"2021","journal-title":"Comput Geosci"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0365","first-page":"802","article-title":"Well pattern infilling strategy to enhance oil recovery of giant low-permeability tight gas field: a case study of Sulige gas field","volume":"39","author":"Jia","year":"2017","journal-title":"Ordos Basin Acta Petrol Sin"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0395","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.petsci.2022.12.012","article-title":"Whole petroleum system and ordered distribution pattern of conventional and unconventional oil and gas reservoirs","volume":"20","author":"Jia","year":"2023","journal-title":"Pet Sci"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bib907","first-page":"1","article-title":"Tight oil and gas in Whole Petroleum System:accumulation mechanism, enrichment regularity,and resource prospect[J]","volume":"46","author":"Jia","year":"2025","journal-title":"Acta Petrolei Sinica"},{"key":"10.1016\/j.cis.2025.103523_bb0565","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1016\/j.gr.2021.10.018","article-title":"Hydrocarbon accumulation depth limit and implications for potential resources prediction","volume":"103","author":"Pang","year":"2022","journal-title":"Gondwana Res"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0570","doi-asserted-by":"crossref","DOI":"10.1016\/j.gsf.2020.11.019","article-title":"Buoyance-driven hydrocarbon accumulation depth and its implication for unconventional resource prediction","volume":"12","author":"Pang","year":"2021","journal-title":"Geosci Front"},{"key":"10.1016\/j.cis.2025.103523_bb0705","article-title":"1D and 2D basin modeling, in evaluating the hydrocarbon generation-migration-accumulation potential, at coastal Fars area, southern Iran - sciencedirect","volume":"195","author":"Ta","year":"2020","journal-title":"J Pet Sci Eng"},{"issue":"Special 1","key":"10.1016\/j.cis.2025.103523_bb0830","doi-asserted-by":"crossref","DOI":"10.2113\/2021\/5525670","article-title":"Influence of pore throat structure and the multiphases fluid seepage on mobility of tight oil reservoir","volume":"2021","author":"Zhang","year":"2021","journal-title":"Lithosphere"},{"issue":"PT.B","key":"10.1016\/j.cis.2025.103523_bb0245","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1016\/j.ijheatmasstransfer.2018.07.114","article-title":"Capillary dynamic under nanoconfinement: coupling the energy dissipation of contact line and confined water","volume":"127","author":"Feng","year":"2018","journal-title":"Int J Heat Mass Transf"},{"key":"10.1016\/j.cis.2025.103523_bb0250","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.ces.2018.04.055","article-title":"Capillary filling of confined water in nanopores: coupling the increased viscosity and slippage","volume":"186","author":"Feng","year":"2018","journal-title":"Chem Eng Sci"},{"key":"10.1016\/j.cis.2025.103523_bb0775","doi-asserted-by":"crossref","DOI":"10.1016\/j.fuel.2024.132976","article-title":"Study on the condensate gas phase behavior in Nano-porous media","volume":"379","author":"Wang","year":"2025","journal-title":"Fuel"},{"key":"10.1016\/j.cis.2025.103523_bb0785","doi-asserted-by":"crossref","DOI":"10.1016\/j.marpetgeo.2024.107179","article-title":"Insights into the wetting mechanisms in low-permeability sandstone reservoirs and its evolution processes: the shahejie formation in the Dongying depression, Bohai Bay basin","volume":"171","author":"Wang","year":"2025","journal-title":"Mar Pet Geol"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0375","doi-asserted-by":"crossref","DOI":"10.1016\/S1876-3804(24)60506-9","article-title":"Basic principles of the whole petroleum system","volume":"51","author":"Jia","year":"2024","journal-title":"Pet Explor Dev"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bib908","doi-asserted-by":"crossref","first-page":"146","DOI":"10.46690\/ager.2023.06.02","article-title":"Dynamic mechanisms of tight gas accumulation and numerical simulation methods: Narrowing the gap between theory and field application","volume":"8","author":"Zhao","year":"2023","journal-title":"Advances in Geo-Energy Research"},{"key":"10.1016\/j.cis.2025.103523_bb0335","series-title":"SPE Hydraulic Fracturing Technology Conference","article-title":"Fluid injection experiments in two-dimensional porous media","author":"Huang","year":"2011"},{"key":"10.1016\/j.cis.2025.103523_bb0500","doi-asserted-by":"crossref","first-page":"120","DOI":"10.1016\/j.marpetgeo.2015.08.015","article-title":"Effects of carrier bed heterogeneity on hydrocarbon migration","volume":"68","author":"Luo","year":"2015","journal-title":"Mar Pet Geol"},{"key":"10.1016\/j.cis.2025.103523_bb0600","doi-asserted-by":"crossref","first-page":"1300","DOI":"10.1016\/j.fuel.2019.05.112","article-title":"Heterogeneity of reservoir quality and gas accumulation in tight sandstone reservoirs revealed by pore structure characterization and physical simulation","volume":"253","author":"Qiao","year":"2019","journal-title":"Fuel"},{"issue":"8","key":"10.1016\/j.cis.2025.103523_bb0200","first-page":"1018","article-title":"Secondary migration of oil: experiments supporting efficient movement of separate, buoyant oil phase along limited conduits","volume":"73","author":"Dembicki","year":"1989","journal-title":"AAPG Bull"},{"issue":"5","key":"10.1016\/j.cis.2025.103523_bb0480","first-page":"638","article-title":"An experimental study of secondary oil migration","volume":"76","author":"Lionel","year":"1992","journal-title":"AAPG Bull"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0720","first-page":"19","article-title":"Scaled physical model of secondary oil migration","volume":"79","author":"Thomas","year":"1995","journal-title":"AAPG Bull"},{"key":"10.1016\/j.cis.2025.103523_bb0820","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/S0375-6742(03)00087-6","article-title":"Experimental investigation of episodic oil migration along fault systems","volume":"78","author":"Zeng","year":"2003","journal-title":"J Geochem Explor"},{"key":"10.1016\/j.cis.2025.103523_bb0855","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1016\/j.jngse.2016.11.011","article-title":"Experimental study on natural gas migration and accumulation mechanism in sweet spots of tight sandstones","volume":"36","author":"Zhang","year":"2016","journal-title":"J Nat Gas Sci Eng"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0405","doi-asserted-by":"crossref","first-page":"3301","DOI":"10.1016\/j.petsci.2023.07.008","article-title":"Tight sandstone gas accumulation mechanisms and sweet spot prediction, Triassic Xujiahe formation, Sichuan Basin","volume":"20","author":"Jiang","year":"2023","journal-title":"China Petrol Sci"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0045","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.marpetgeo.2011.11.009","article-title":"Transport properties of unconventional gas systems","volume":"31","author":"Amann-Hildenbrand","year":"2012","journal-title":"Mar Pet Geol"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0515","first-page":"152","article-title":"Deep basin gas trap, western Canada","volume":"63","author":"Masters","year":"1979","journal-title":"AAPG Bull"},{"key":"10.1016\/j.cis.2025.103523_bb0740","first-page":"138","article-title":"Shale gas and tight oil","volume":"11","author":"Troner","year":"2014","journal-title":"Asia Pac Energy Consult"},{"key":"10.1016\/j.cis.2025.103523_bb0815","doi-asserted-by":"crossref","first-page":"94","DOI":"10.1016\/j.enggeo.2015.08.019","article-title":"Investigation on gas migration in saturated materials with low permeability","volume":"197","author":"Xu","year":"2015","journal-title":"Eng Geol"},{"key":"10.1016\/j.cis.2025.103523_bb0825","doi-asserted-by":"crossref","first-page":"1308","DOI":"10.1016\/j.jngse.2016.06.036","article-title":"Experimental and theoretical characterization of the natural gas migration and accumulation mechanism in low-permeability (tight) sandstone cores","volume":"33","author":"Zeng","year":"2016","journal-title":"J Nat Gas Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0355","series-title":"Norwegian Petroleum Society Special Publications","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/S0928-8937(97)80014-8","article-title":"Sealing processes and top seal assessment","volume":"vol. 7","author":"Ingram","year":"1997"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0730","doi-asserted-by":"crossref","first-page":"164","DOI":"10.3390\/min13020164","article-title":"The high-pressure methane\/brine\/quartz contact angle and its influence on gas reservoir capillaries","volume":"13","author":"Tian","year":"2023","journal-title":"Minerals"},{"key":"10.1016\/j.cis.2025.103523_bb0010","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.jngse.2017.03.012","article-title":"An experimental study of gas sequestration efficiency using water alternating gas and surfactant alternating gas methods","volume":"42","author":"Adebayo","year":"2017","journal-title":"J Nat Gas Sci Eng"},{"issue":"02","key":"10.1016\/j.cis.2025.103523_bb0055","doi-asserted-by":"crossref","first-page":"176","DOI":"10.2118\/89468-PA","article-title":"Preformed particle gel for conformance control: transport mechanism through porous media","volume":"10","author":"Bai","year":"2007","journal-title":"SPE Reserv Eval Eng"},{"issue":"42","key":"10.1016\/j.cis.2025.103523_bb0520","first-page":"115","article-title":"Ever see a water flood","volume":"59","author":"Mattax","year":"1961","journal-title":"Oil Gas J"},{"key":"10.1016\/j.cis.2025.103523_bb0770","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1016\/j.jngse.2017.11.010","article-title":"An improved visual investigation on gas\u2013water flow characteristics and trapped gas formation mechanism of fracture\u2013cavity carbonate gas reservoir","volume":"49","author":"Wang","year":"2018","journal-title":"J Nat Gas Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0165","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.jconhyd.2017.09.005","article-title":"Lattice Boltzmann simulations of liquid CO2 displacing water in a 2D heterogeneous micromodel at reservoir pressure conditions","volume":"212","author":"Chen","year":"2018","journal-title":"J Contam Hydrol"},{"key":"10.1016\/j.cis.2025.103523_bb0040","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1016\/j.fuel.2014.04.080","article-title":"Multi-scale experimental study of carbonated water injection: an effective process for mobilization and recovery of trapped oil","volume":"132","author":"Alizadeh","year":"2014","journal-title":"Fuel"},{"key":"10.1016\/j.cis.2025.103523_bb0420","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.ijmultiphaseflow.2019.02.006","article-title":"Characterization of immiscible phase displacement in heterogeneous pore structures: parallel multicomponent lattice Boltzmann simulation and experimental validation using three-dimensional printing technology","volume":"114","author":"Ju","year":"2019","journal-title":"Int J Multiphase Flow"},{"key":"10.1016\/j.cis.2025.103523_bb0435","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.advwatres.2016.10.009","article-title":"In-situ characterization of wettability and pore-scale displacements during two-and three-phase flow in natural porous media","volume":"97","author":"Khishvand","year":"2016","journal-title":"Adv Water Resour"},{"key":"10.1016\/j.cis.2025.103523_bb0135","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.earscirev.2016.02.001","article-title":"Imaging and image-based fluid transport modeling at the pore scale in geological materials: a practical introduction to the current state-of-the-art","volume":"155","author":"Bultreys","year":"2016","journal-title":"Earth Sci Rev"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0560","doi-asserted-by":"crossref","first-page":"1947","DOI":"10.1073\/pnas.1420202112","article-title":"Droplet fragmentation: 3D imaging of a previously unidentified pore-scale process during multiphase flow in porous media","volume":"112","author":"Pak","year":"2015","journal-title":"Proc Natl Acad Sci"},{"issue":"10","key":"10.1016\/j.cis.2025.103523_bb0085","doi-asserted-by":"crossref","first-page":"3755","DOI":"10.1073\/pnas.1221373110","article-title":"Real-time 3D imaging of Haines jumps in porous media flow","volume":"110","author":"Berg","year":"2013","journal-title":"Proc Natl Acad Sci"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0665","first-page":"1","article-title":"Dynamics of snap-off and pore-filling events during two-phase fluid flow in permeable media","volume":"7","author":"Singh","year":"2017","journal-title":"Sci Rep"},{"issue":"9","key":"10.1016\/j.cis.2025.103523_bb0645","doi-asserted-by":"crossref","DOI":"10.1029\/2020WR027873","article-title":"In situ characterization of three-phase flow in mixed-wet porous media using synchrotron imaging","volume":"56","author":"Scanziani","year":"2020","journal-title":"Water Resour Res"},{"key":"10.1016\/j.cis.2025.103523_bb0180","series-title":"NMR Logging. Principles and Interpretation","author":"Coates","year":"1999"},{"key":"10.1016\/j.cis.2025.103523_bb0195","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1007\/s11242-015-0619-1","article-title":"Combining mercury intrusion and nuclear magnetic resonance measurements using percolation theory","volume":"111","author":"Daigle","year":"2016","journal-title":"Transp Porous Media"},{"key":"10.1016\/j.cis.2025.103523_bb0240","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1007\/s12583-016-0913-6","article-title":"A new empirical method for constructing capillary pressure curves from conventional logs in low-permeability sandstones","volume":"28","author":"Feng","year":"2017","journal-title":"J Earth Sci"},{"issue":"9","key":"10.1016\/j.cis.2025.103523_bb0780","first-page":"3323","article-title":"Controlling effect of shale pore wettability on spontaneous imbibition","volume":"53","author":"Wang","year":"2022","journal-title":"J Central South Univ"},{"key":"10.1016\/j.cis.2025.103523_bb0310","doi-asserted-by":"crossref","first-page":"29","DOI":"10.46717\/igj.53.1B.3Rz-2020.03.02","article-title":"Interpretation of hydrocarbon generation, migration and thermal history of Mesopotamian Basin southern Iraq based 1D Petromod software","author":"Handhal","year":"2020","journal-title":"Iraqi Geol J"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0025","doi-asserted-by":"crossref","first-page":"1239","DOI":"10.1007\/s12517-010-0160-z","article-title":"Programed oil generation of the Zubair formation, southern Iraq oil fields: results from petromod software modeling and geochemical analysis","volume":"4","author":"Al-Ameri","year":"2011","journal-title":"Arab J Geosci"},{"issue":"11","key":"10.1016\/j.cis.2025.103523_bb0130","doi-asserted-by":"crossref","first-page":"1473","DOI":"10.1016\/j.cageo.2008.01.011","article-title":"A smooth transition from serial to parallel processing in the industrial petroleum system modeling package PetroMod","volume":"34","author":"B\u00fccker","year":"2008","journal-title":"Comput Geosci"},{"key":"10.1016\/j.cis.2025.103523_bb0235","first-page":"2258","article-title":"Assessment of the lower cretaceous source rock using PetroMod approach in west Qurna oilfield-southern Iraq","author":"Faisal","year":"2016","journal-title":"Iraqi J Sci"},{"key":"10.1016\/j.cis.2025.103523_bb0585","series-title":"3-D Numerical Modeling of Methane Hydrate Deposits","author":"Pi\u00f1ero","year":"2011"},{"key":"10.1016\/j.cis.2025.103523_bb0850","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1007\/s11242-019-01298-8","article-title":"A mathematical model for determining oil migration characteristics in low-permeability porous media based on fractal theory","volume":"129","author":"Zhang","year":"2019","journal-title":"Transp Porous Media"},{"key":"10.1016\/j.cis.2025.103523_bb0215","series-title":"Porous media: Fluid Transport and Pore Structure","author":"Dullien","year":"2012"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0745","first-page":"309","article-title":"Basin evaluation by integrated two-dimensional modeling of heat transfer, fluid flow, hydrocarbon generation, and migration","volume":"74","author":"Ungerer","year":"1990","journal-title":"AAPG Bull"},{"issue":"8","key":"10.1016\/j.cis.2025.103523_bb0060","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1016\/S0140-7007(96)00044-8","article-title":"An empirical model for sizing capillary tubes","volume":"19","author":"Bansal","year":"1996","journal-title":"Int J Refrig"},{"issue":"05","key":"10.1016\/j.cis.2025.103523_bb0765","doi-asserted-by":"crossref","DOI":"10.1142\/S0218348X17500426","article-title":"A fractal permeability model coupling boundary-layer effect for tight oil reservoirs","volume":"25","author":"Wang","year":"2017","journal-title":"Fractals"},{"issue":"23","key":"10.1016\/j.cis.2025.103523_bb0455","doi-asserted-by":"crossref","first-page":"6795","DOI":"10.1016\/j.ces.2005.06.002","article-title":"Estimation of the effective particle sizes within a paper coating layer using a void network model","volume":"60","author":"Laudone","year":"2005","journal-title":"Chem Eng Sci"},{"key":"10.1016\/j.cis.2025.103523_bb0345","series-title":"Multiphase Flow in Porous Media","author":"Iii","year":"1981"},{"key":"10.1016\/j.cis.2025.103523_bb0465","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.coal.2016.03.012","article-title":"Water distribution characteristic and effect on methane adsorption capacity in shale clay","volume":"159","author":"Li","year":"2016","journal-title":"Int J Coal Geol"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0695","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1002\/nme.3229","article-title":"Roughness effect on flow and thermal boundaries in microchannel\/nanochannel flow using molecular dynamics-continuum hybrid simulation","volume":"89","author":"Sun","year":"2012","journal-title":"Int J Numer Methods Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0190","series-title":"SPE Annual Technical Conference and Exhibition?","article-title":"Core tests for relative permeability of unconventional gas reservoirs","author":"Dacy","year":"2010"},{"key":"10.1016\/j.cis.2025.103523_bb0840","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ces.2017.08.023","article-title":"An analytical model for relative permeability in water-wet nanoporous media","volume":"174","author":"Zhang","year":"2017","journal-title":"Chem Eng Sci"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0305","doi-asserted-by":"crossref","first-page":"790","DOI":"10.1214\/aoms\/1177706894","article-title":"Percolation processes: lower bounds for the critical probability","volume":"28","author":"Hammersley","year":"1957","journal-title":"Ann Math Stat"},{"issue":"7","key":"10.1016\/j.cis.2025.103523_bb0225","doi-asserted-by":"crossref","first-page":"833","DOI":"10.1088\/0034-4885\/43\/7\/001","article-title":"Percolation theory","volume":"43","author":"Essam","year":"1980","journal-title":"Rep Prog Phys"},{"key":"10.1016\/j.cis.2025.103523_bb0640","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.physrep.2015.03.003","article-title":"Recent advances in percolation theory and its applications","volume":"578","author":"Saberi","year":"2015","journal-title":"Phys Rep"},{"key":"10.1016\/j.cis.2025.103523_bb0170","series-title":"Percolation Theory","first-page":"1","author":"Christensen","year":"2002"},{"key":"10.1016\/j.cis.2025.103523_bb0430","series-title":"Percolation Theory for Mathematicians","volume":"vol. 2","author":"Kesten","year":"1982"},{"key":"10.1016\/j.cis.2025.103523_bb0470","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.physrep.2020.12.003","article-title":"Percolation on complex networks: theory and application","volume":"907","author":"Li","year":"2021","journal-title":"Phys Rep"},{"key":"10.1016\/j.cis.2025.103523_bb0220","doi-asserted-by":"crossref","DOI":"10.1016\/j.fuel.2021.121090","article-title":"Scale-dependent permeability and formation factor in porous media: applications of percolation theory","volume":"301","author":"Esmaeilpour","year":"2021","journal-title":"Fuel"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0795","doi-asserted-by":"crossref","first-page":"1380","DOI":"10.1103\/PhysRevA.34.1380","article-title":"Percolation effects in immiscible displacement","volume":"34","author":"Wilkinson","year":"1986","journal-title":"Phys Rev A"},{"issue":"14","key":"10.1016\/j.cis.2025.103523_bb0800","doi-asserted-by":"crossref","first-page":"3365","DOI":"10.1088\/0305-4470\/16\/14\/028","article-title":"Invasion percolation: a new form of percolation theory","volume":"16","author":"Wilkinson","year":"1983","journal-title":"J Phys A Math Gen"},{"issue":"0z2","key":"10.1016\/j.cis.2025.103523_bb0495","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1007\/s11430-007-6019-9","article-title":"Numerical modeling of secondary migration and its applications to chang-6 member of yanchang formation (upper triassic), longdong area, Ordos basin, China","volume":"50","author":"Luo","year":"2007","journal-title":"Sci China"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0265","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1016\/j.cocis.2012.01.003","article-title":"Mathematical analysis and numerical simulation of multi-phase multi-component flow in heterogeneous porous media","volume":"17","author":"Geiger","year":"2012","journal-title":"Curr Opin Colloid Interface Sci"},{"key":"10.1016\/j.cis.2025.103523_bb0390","doi-asserted-by":"crossref","DOI":"10.1016\/j.petrol.2020.107972","article-title":"Modification of two-scale continuum model and numerical studies for carbonate matrix acidizing","volume":"197","author":"Jia","year":"2021","journal-title":"J Pet Sci Eng"},{"issue":"5","key":"10.1016\/j.cis.2025.103523_bb0760","doi-asserted-by":"crossref","DOI":"10.1115\/1.4050942","article-title":"Computation of hydrodynamic and capillary phenomena in binder jet three-dimensional printing","volume":"143","author":"Wagner","year":"2021","journal-title":"J Tribol"},{"key":"10.1016\/j.cis.2025.103523_bb0230","first-page":"713","article-title":"Finite volume methods","volume":"7","author":"Eymard","year":"2000","journal-title":"Handb Numer Anal"},{"key":"10.1016\/j.cis.2025.103523_bb0535","series-title":"The Finite-Difference Method for Seismologists. An Introduction","volume":"161","author":"Moczo","year":"2004"},{"key":"10.1016\/j.cis.2025.103523_bb0065","first-page":"1","article-title":"Finite element method","author":"Bathe","year":"2007","journal-title":"Wiley Encyclop Comput Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0625","series-title":"Numerical Methods in Fluid Dynamics: Lectures Given at the 3rd 1983 Session of the Centro Internationale Matematico Estivo (CIME) Held at Como, Italy, July 7\u201315, 1983, Berlin, Heidelberg","first-page":"243","article-title":"An analysis of particle methods","author":"Raviart","year":"2006"},{"key":"10.1016\/j.cis.2025.103523_bb0540","series-title":"Lattice Boltzmann Method","volume":"vol. 70","author":"Mohamad","year":"2011"},{"key":"10.1016\/j.cis.2025.103523_bb0105","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/j.advwatres.2012.03.003","article-title":"Pore-scale imaging and modelling","volume":"51","author":"Blunt","year":"2013","journal-title":"Adv Water Resour"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0160","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1146\/annurev.fluid.30.1.329","article-title":"Lattice Boltzmann method for fluid flows","volume":"30","author":"Chen","year":"1998","journal-title":"Annu Rev Fluid Mech"},{"key":"10.1016\/j.cis.2025.103523_bb0020","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1146\/annurev-fluid-121108-145519","article-title":"Lattice-Boltzmann method for complex flows","volume":"42","author":"Aidun","year":"2010","journal-title":"Annu Rev Fluid Mech"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0295","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.65.046308","article-title":"Discrete lattice effects on the forcing term in the lattice Boltzmann method","volume":"65","author":"Guo","year":"2002","journal-title":"Phys Rev E"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0835","doi-asserted-by":"crossref","DOI":"10.1029\/2019WR026007","article-title":"Upscaling water flow in composite nanoporous shale matrix using lattice Boltzmann method","volume":"56","author":"Zhang","year":"2020","journal-title":"Water Resour Res"},{"key":"10.1016\/j.cis.2025.103523_bb0845","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.ijheatmasstransfer.2018.07.070","article-title":"Modelling the water transport behavior in organic-rich nanoporous shale with generalized lattice Boltzmann method","volume":"127","author":"Zhang","year":"2018","journal-title":"Int J Heat Mass Transf"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0090","doi-asserted-by":"crossref","first-page":"511","DOI":"10.1103\/PhysRev.94.511","article-title":"A model for collision processes in gases. I. Small amplitude processes in charged and neutral one-component systems","volume":"94","author":"Bhatnagar","year":"1954","journal-title":"Phys Rev"},{"issue":"6","key":"10.1016\/j.cis.2025.103523_bb0595","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1209\/0295-5075\/17\/6\/001","article-title":"Lattice BGK models for Navier-stokes equation","volume":"17","author":"Qian","year":"1992","journal-title":"Europhys Lett"},{"key":"10.1016\/j.cis.2025.103523_bb0680","series-title":"The Lattice Boltzmann Equation: For Fluid Dynamics and Beyond","author":"Succi","year":"2001"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0655","doi-asserted-by":"crossref","first-page":"2941","DOI":"10.1103\/PhysRevE.49.2941","article-title":"Simulation of nonideal gases and liquid-gas phase transitions by the lattice Boltzmann equation","volume":"49","author":"Shan","year":"1994","journal-title":"Phys Rev E"},{"key":"10.1016\/j.cis.2025.103523_bb0360","series-title":"Intermolecular and Surface Forces","author":"Israelachvili","year":"2011"},{"key":"10.1016\/j.cis.2025.103523_bb0650","series-title":"Physical Properties of Rocks: Fundamentals and Principles of Petrophysics","author":"Sch\u00f6n","year":"2015"},{"key":"10.1016\/j.cis.2025.103523_bb0725","series-title":"Petrophysics: Theory and Practice of Measuring Reservoir Rock and Fluid Transport Properties","author":"Tiab","year":"2015"},{"key":"10.1016\/j.cis.2025.103523_bb0510","series-title":"Abu Dhabi International Petroleum Exhibition and Conference","article-title":"Towards predicting multi-phase flow in porous media using digital rock physics: Workflow to test the predictive capability of pore-scale modeling","author":"Masalmeh","year":"2015"},{"key":"10.1016\/j.cis.2025.103523_bb0080","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1016\/j.petrol.2017.06.074","article-title":"Industrial applications of digital rock technology","volume":"157","author":"Berg","year":"2017","journal-title":"J Pet Sci Eng"},{"key":"10.1016\/j.cis.2025.103523_bb0615","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1007\/s11242-009-9412-3","article-title":"A new method for generating pore-network models of porous media","volume":"81","author":"Raoof","year":"2010","journal-title":"Transp Porous Media"},{"key":"10.1016\/j.cis.2025.103523_bb0660","series-title":"International Symposium of the Society of Core Analysts","first-page":"1","article-title":"Improved pore network extraction methods","volume":"Vol. 2125","author":"Sheppard","year":"2005"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0440","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1007\/s11242-020-01491-0","article-title":"Pore-network stitching method: a pore-to-core upscaling approach for multiphase flow","volume":"135","author":"Kohanpur","year":"2020","journal-title":"Transp Porous Media"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0100","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/S1359-0294(01)00084-X","article-title":"Flow in porous media\u2014pore-network models and multiphase flow","volume":"6","author":"Blunt","year":"2001","journal-title":"Curr Opin Colloid Interface Sci"},{"issue":"9","key":"10.1016\/j.cis.2025.103523_bb0015","doi-asserted-by":"crossref","first-page":"1151","DOI":"10.1016\/j.advwatres.2008.03.009","article-title":"Prediction of capillary hysteresis in a porous material using lattice-Boltzmann methods and comparison to experimental data and a morphological pore network model","volume":"31","author":"Ahrenholz","year":"2008","journal-title":"Adv Water Resour"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0750","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.87.023010","article-title":"Reactive transport in porous media: pore-network model approach compared to pore-scale model","volume":"87","author":"Varloteaux","year":"2013","journal-title":"Phys Rev E"},{"key":"10.1016\/j.cis.2025.103523_bb0270","doi-asserted-by":"crossref","DOI":"10.1016\/j.advwatres.2020.103576","article-title":"Improving watershed-based pore-network extraction method using maximum inscribed ball pore-body positioning","volume":"140","author":"Gerke","year":"2020","journal-title":"Adv Water Resour"},{"issue":"06","key":"10.1016\/j.cis.2025.103523_bb0425","doi-asserted-by":"crossref","first-page":"317","DOI":"10.2118\/5719-PA","article-title":"Numerical simulation of water-oil flow in naturally fractured reservoirs","volume":"16","author":"Kazemi","year":"1976","journal-title":"Soc Pet Eng J"},{"issue":"3","key":"10.1016\/j.cis.2025.103523_bb0865","doi-asserted-by":"crossref","first-page":"146","DOI":"10.46690\/ager.2023.06.02","article-title":"Dynamic mechanisms of tight gas accumulation and numerical simulation methods: narrowing the gap between theory and field application","volume":"8","author":"Zhao","year":"2023","journal-title":"Adv Geo-Energy Res"},{"issue":"1","key":"10.1016\/j.cis.2025.103523_bb0450","doi-asserted-by":"crossref","first-page":"T41","DOI":"10.1190\/geo2011-0513.1","article-title":"Numerical simulation of ambient seismic wavefield modification caused by pore-fluid effects in an oil reservoir","volume":"78","author":"Lambert","year":"2013","journal-title":"Geophysics"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0620","doi-asserted-by":"crossref","first-page":"311","DOI":"10.2516\/ogst:2002021","article-title":"Stratigraphy and oil: a review-part 2: characterization of reservoirs and sequence stratigraphy: quantification and modeling","volume":"57","author":"Ravenne","year":"2002","journal-title":"Oil Gas Sci Technol"},{"key":"10.1016\/j.cis.2025.103523_bb0810","series-title":"ARMA US Rock Mechanics\/Geomechanics Symposium, (ARMA-2015)","article-title":"Characterization of mechanical properties of rocks using numerical simulations and image analysis","author":"Winograd","year":"2015"},{"key":"10.1016\/j.cis.2025.103523_bb0185","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1016\/j.petrol.2015.04.018","article-title":"Integration of multiscale carbonate reservoir heterogeneities in reservoir simulation","volume":"131","author":"Correia","year":"2015","journal-title":"J Pet Sci Eng"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0035","first-page":"14","article-title":"Basin and petroleum system modeling","volume":"21","author":"Al-Hajeri","year":"2009","journal-title":"Oilfield Rev"},{"issue":"8","key":"10.1016\/j.cis.2025.103523_bb0885","doi-asserted-by":"crossref","first-page":"771","DOI":"10.1016\/S0264-8172(99)00043-4","article-title":"Numerical simulation of the thermal maturation, oil generation and migration in the Songliao Basin","volume":"16","author":"Zhou","year":"1999","journal-title":"Northeastern China Mar Petrol Geol"},{"issue":"4","key":"10.1016\/j.cis.2025.103523_bb0050","doi-asserted-by":"crossref","first-page":"23","DOI":"10.4314\/ijest.v11i4.3","article-title":"A comparative study between finite difference explicit and implicit method for predicting pressure distribution in a petroleum reservoir","volume":"11","author":"Appau","year":"2019","journal-title":"Int J Eng Sci Technol"},{"issue":"2","key":"10.1016\/j.cis.2025.103523_bb0320","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/j.ngib.2021.08.023","article-title":"Natural gas development prospect in Changqing gas province of the Ordos Basin","volume":"9","author":"He","year":"2022","journal-title":"Nat Gas Indus B"}],"container-title":["Advances in Colloid and Interface Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001868625001344?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0001868625001344?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,7]],"date-time":"2025-06-07T16:03:40Z","timestamp":1749312220000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0001868625001344"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":168,"alternative-id":["S0001868625001344"],"URL":"https:\/\/doi.org\/10.1016\/j.cis.2025.103523","relation":{},"ISSN":["0001-8686"],"issn-type":[{"value":"0001-8686","type":"print"}],"subject":[],"published":{"date-parts":[[2025,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Hydrocarbon migration and accumulation simulation: A review and a novel multi-scale quantitative numerical simulation method","name":"articletitle","label":"Article Title"},{"value":"Advances in Colloid and Interface Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cis.2025.103523","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"103523"}}