{"id":"https://openalex.org/W4413251037","doi":"https://doi.org/10.3390/computation13080191","title":"Advanced Linearization Methods for Efficient and Accurate Compositional Reservoir Simulations","display_name":"Advanced Linearization Methods for Efficient and Accurate Compositional Reservoir Simulations","publication_year":2025,"publication_date":"2025-08-08","ids":{"openalex":"https://openalex.org/W4413251037","doi":"https://doi.org/10.3390/computation13080191"},"language":"en","primary_location":{"id":"doi:10.3390/computation13080191","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13080191","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/computation13080191","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101480839","display_name":"Asif Ali","orcid":"https://orcid.org/0000-0001-6832-6160"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Ali Asif","raw_affiliation_strings":["Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053194350","display_name":"Abdul Salam","orcid":"https://orcid.org/0000-0001-7121-7125"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Abdul Salam Abd","raw_affiliation_strings":["Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060104819","display_name":"Ahmad S. Abushaikha","orcid":"https://orcid.org/0000-0002-6916-050X"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]},{"id":"https://openalex.org/I92528248","display_name":"Qatar Foundation","ror":"https://ror.org/01cawbq05","country_code":"QA","type":"funder","lineage":["https://openalex.org/I92528248"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Ahmad Abushaikha","raw_affiliation_strings":["Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar"],"affiliations":[{"raw_affiliation_string":"Division of Sustainable Development, College of Science and Engineering, Hamad Bin Khalifa University, Education City, Qatar Foundation, Doha P.O. Box 5825, Qatar","institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060104819"],"corresponding_institution_ids":["https://openalex.org/I4210144839","https://openalex.org/I92528248"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24595926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"8","first_page":"191","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10339","display_name":"Advanced Numerical Methods in Computational Mathematics","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10491","display_name":"Enhanced Oil Recovery Techniques","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linearization","display_name":"Linearization","score":0.8623321652412415},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6809732913970947},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6185919046401978},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5678874850273132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5549455881118774},{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"Reservoir simulation","score":0.5002703666687012},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48744872212409973},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.48486122488975525},{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.4612966477870941},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40912604331970215},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.37786078453063965},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3594192862510681},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26820236444473267},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14016592502593994},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07189080119132996},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.07121267914772034}],"concepts":[{"id":"https://openalex.org/C11210021","wikidata":"https://www.wikidata.org/wiki/Q1520713","display_name":"Linearization","level":3,"score":0.8623321652412415},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6809732913970947},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6185919046401978},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5678874850273132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5549455881118774},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.5002703666687012},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48744872212409973},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48486122488975525},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.4612966477870941},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40912604331970215},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.37786078453063965},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3594192862510681},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26820236444473267},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14016592502593994},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07189080119132996},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.07121267914772034},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computation13080191","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13080191","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0acdc40e8a3e4e3f90d4bc74f07cfd35","is_oa":true,"landing_page_url":"https://doaj.org/article/0acdc40e8a3e4e3f90d4bc74f07cfd35","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 13, Iss 8, p 191 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computation13080191","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation13080191","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.5}],"awards":[{"id":"https://openalex.org/G2501072942","display_name":null,"funder_award_id":"ARG 01-0502-230056","funder_id":"https://openalex.org/F4320332753","funder_display_name":"Qatar National Research Fund"}],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1210233291","https://openalex.org/W1523953618","https://openalex.org/W1607663648","https://openalex.org/W1623866381","https://openalex.org/W1668037925","https://openalex.org/W1965573563","https://openalex.org/W1968916628","https://openalex.org/W1978369275","https://openalex.org/W1981220107","https://openalex.org/W1986710914","https://openalex.org/W1995717402","https://openalex.org/W1996627925","https://openalex.org/W1996697036","https://openalex.org/W1998526057","https://openalex.org/W2011777324","https://openalex.org/W2014078287","https://openalex.org/W2020862018","https://openalex.org/W2021708703","https://openalex.org/W2041079448","https://openalex.org/W2048373502","https://openalex.org/W2060543683","https://openalex.org/W2061586430","https://openalex.org/W2071830365","https://openalex.org/W2083701778","https://openalex.org/W2084972426","https://openalex.org/W2088904218","https://openalex.org/W2094383428","https://openalex.org/W2094390674","https://openalex.org/W2100647879","https://openalex.org/W2141741378","https://openalex.org/W2146192226","https://openalex.org/W2160373090","https://openalex.org/W2163150758","https://openalex.org/W2163415283","https://openalex.org/W2164760210","https://openalex.org/W2170599187","https://openalex.org/W2178326147","https://openalex.org/W2478429860","https://openalex.org/W2511092638","https://openalex.org/W2586275024","https://openalex.org/W2587480035","https://openalex.org/W2593933526","https://openalex.org/W2727768428","https://openalex.org/W2753852530","https://openalex.org/W2784089803","https://openalex.org/W2792346541","https://openalex.org/W2888737204","https://openalex.org/W2913317794","https://openalex.org/W2936890468","https://openalex.org/W2939609738","https://openalex.org/W2947486516","https://openalex.org/W2953900770","https://openalex.org/W2972986727","https://openalex.org/W2973187792","https://openalex.org/W2996289984","https://openalex.org/W3036249621","https://openalex.org/W3123923719","https://openalex.org/W3124114634","https://openalex.org/W3125160045","https://openalex.org/W3145133169","https://openalex.org/W3153752850","https://openalex.org/W3205776955","https://openalex.org/W3216308817","https://openalex.org/W4221012834","https://openalex.org/W4223434752","https://openalex.org/W4319971651","https://openalex.org/W4327915904","https://openalex.org/W4400398065","https://openalex.org/W4400842755","https://openalex.org/W4401966758","https://openalex.org/W4404094953","https://openalex.org/W4407015622","https://openalex.org/W4410055226","https://openalex.org/W4410472949","https://openalex.org/W4410595973","https://openalex.org/W6650166976","https://openalex.org/W6753846543","https://openalex.org/W6789611506","https://openalex.org/W6860901542","https://openalex.org/W7001041020"],"related_works":["https://openalex.org/W2007405763","https://openalex.org/W3136087161","https://openalex.org/W1486373823","https://openalex.org/W2119578520","https://openalex.org/W2053762185","https://openalex.org/W2913611334","https://openalex.org/W1984283682","https://openalex.org/W1965257389","https://openalex.org/W2018238589","https://openalex.org/W1818205321"],"abstract_inverted_index":{"Efficient":[0],"simulation":[1,137,233,248],"of":[2,135,219],"multiphase,":[3],"multicomponent":[4],"fluid":[5],"flow":[6],"in":[7,110,145,170,223,246],"heterogeneous":[8],"reservoirs":[9],"is":[10,195,197],"critical":[11],"for":[12,24,125,142,147,163,199,211],"optimizing":[13],"hydrocarbon":[14,83],"recovery.":[15],"In":[16],"this":[17,220],"study,":[18],"we":[19],"investigate":[20],"advanced":[21,226],"linearization":[22,57,193,227],"techniques":[23],"fully":[25],"implicit":[26],"compositional":[27],"reservoir":[28,247],"simulations,":[29],"a":[30,73,81,90,99,230,237],"problem":[31],"characterized":[32],"by":[33],"highly":[34],"nonlinear":[35,120,159,176],"governing":[36],"equations":[37],"that":[38,190,241],"challenge":[39],"both":[40],"accuracy":[41],"and":[42,59,68,97,128,207,235],"computational":[43,185],"efficiency.":[44],"We":[45],"implement":[46],"four":[47],"methods\u2014finite":[48],"backward":[49],"difference":[50,54],"(FDB),":[51],"finite":[52],"central":[53],"(FDC),":[55],"operator-based":[56],"(OBL),":[58],"residual":[60],"accelerated":[61],"Jacobian":[62],"(RAJ)\u2014within":[63],"an":[64],"MPI-based":[65],"parallel":[66,232],"framework":[67,234],"benchmark":[69],"their":[70],"performance":[71],"against":[72],"legacy":[74],"simulator":[75],"across":[76],"three":[77],"test":[78],"cases:":[79],"(i)":[80],"five-component":[82,112],"gas":[84,92,101],"field":[85,93,102],"with":[86,94,117,157,178],"CO2":[87,95],"injection,":[88,96,152],"(ii)":[89],"ten-component":[91,100,151],"(iii)":[98],"case":[103],"without":[104],"injection.":[105],"Key":[106],"quantitative":[107,239],"findings":[108],"include:":[109],"the":[111,148,191],"case,":[113],"OBL":[114,166],"achieved":[115],"convergence":[116],"only":[118],"770":[119],"iterations":[121,160],"(compared":[122],"to":[123,133,168],"841\u2013843":[124],"other":[126],"methods)":[127],"reduced":[129],"operator":[130],"computation":[131],"time":[132],"9.6":[134],"total":[136],"time,":[138],"highlighting":[139],"its":[140],"speed":[141],"simpler":[143,200],"systems;":[144],"contrast,":[146],"more":[149],"complex":[150,212],"FDB":[153,206],"proved":[154],"most":[155],"robust":[156],"706":[158],"versus":[161],"723":[162],"RAJ,":[164],"while":[165],"failed":[167],"converge;":[169],"noninjection":[171],"scenarios,":[172],"RAJ":[173,208],"effectively":[174],"captured":[175],"dynamics":[177],"comparable":[179],"iteration":[180],"counts":[181],"but":[182],"lower":[183],"overall":[184],"expense.":[186],"These":[187],"results":[188],"demonstrate":[189],"optimal":[192],"strategy":[194],"context-dependent\u2014OBL":[196],"advantageous":[198],"problems":[201],"requiring":[202],"rapid":[203],"solutions,":[204],"whereas":[205],"are":[209],"preferable":[210],"systems":[213],"demanding":[214],"higher":[215],"accuracy.":[216],"The":[217],"novelty":[218],"work":[221],"lies":[222],"integrating":[224],"these":[225],"schemes":[228],"into":[229],"scalable,":[231],"providing":[236],"comprehensive,":[238],"comparison":[240],"extends":[242],"beyond":[243],"previous":[244],"efforts":[245],"literature.":[249]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}