{"id":"https://openalex.org/W7224565108","doi":"https://doi.org/10.21203/rs.3.rs-11333814/v1","title":"Thermal Analysis and Dynamics Behavior of Cattaneo-Christov Heat-Flux-Based (Fe3O4-Cu)/Water, EG-Water and Palm Oil Hybrid Nanofluid Flows through Porous Media","display_name":"Thermal Analysis and Dynamics Behavior of Cattaneo-Christov Heat-Flux-Based (Fe3O4-Cu)/Water, EG-Water and Palm Oil Hybrid Nanofluid Flows through Porous Media","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224565108","doi":"https://doi.org/10.21203/rs.3.rs-11333814/v1"},"language":"en","primary_location":{"id":"doi:10.21203/rs.3.rs-11333814/v1","doi":"https://doi.org/10.21203/rs.3.rs-11333814/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11333814/v1","pdf_url":"https://www.researchsquare.com/article/rs-11333814/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.researchsquare.com/article/rs-11333814/latest.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049301864","display_name":"S\u00e8mako Justin D\u00e8d\u00e8wanou","orcid":"https://orcid.org/0000-0002-3882-3737","observed_orcids":["https://orcid.org/0000-0002-3882-3737"]},"institutions":[{"id":"https://openalex.org/I4405274878","display_name":"Universit\u00e9 de Kindia","ror":"https://ror.org/02j5dng57","country_code":"GN","type":"education","lineage":["https://openalex.org/I4405274878"]}],"countries":["GN"],"is_corresponding":false,"raw_author_name":"S\u00e8mako Justin D\u00e8d\u00e8wanou","raw_affiliation_strings":["Universit\u00e9 de Kindia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Kindia","institution_ids":["https://openalex.org/I4405274878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160108007","display_name":"Siba Kalivogui","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405274878","display_name":"Universit\u00e9 de Kindia","ror":"https://ror.org/02j5dng57","country_code":"GN","type":"education","lineage":["https://openalex.org/I4405274878"]}],"countries":["GN"],"is_corresponding":false,"raw_author_name":"Siba Kalivogui","raw_affiliation_strings":["Universit\u00e9 de Kindia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Kindia","institution_ids":["https://openalex.org/I4405274878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041130166","display_name":"Amoussou Laurent Hinvi","orcid":"https://orcid.org/0000-0003-3154-3940","observed_orcids":["https://orcid.org/0000-0003-3154-3940"]},"institutions":[{"id":"https://openalex.org/I4405274878","display_name":"Universit\u00e9 de Kindia","ror":"https://ror.org/02j5dng57","country_code":"GN","type":"education","lineage":["https://openalex.org/I4405274878"]}],"countries":["GN"],"is_corresponding":false,"raw_author_name":"Amoussou Laurent Hinvi","raw_affiliation_strings":["Universit\u00e9 de Kindia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Kindia","institution_ids":["https://openalex.org/I4405274878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089098624","display_name":"Thierno Mamadou Pathe Diallo","orcid":"https://orcid.org/0009-0003-0257-6783","observed_orcids":["https://orcid.org/0009-0003-0257-6783"]},"institutions":[{"id":"https://openalex.org/I4405274878","display_name":"Universit\u00e9 de Kindia","ror":"https://ror.org/02j5dng57","country_code":"GN","type":"education","lineage":["https://openalex.org/I4405274878"]}],"countries":["GN"],"is_corresponding":false,"raw_author_name":"Thierno Mamadou Path\u00e9 Diallo","raw_affiliation_strings":["Universit\u00e9 de Kindia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Kindia","institution_ids":["https://openalex.org/I4405274878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160090135","display_name":"Hod\u00e9v\u00e8wan Cl\u00e9ment Miwadinou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210134560","display_name":"National University of Sciences, Technologies, Engineering and Mathematics","ror":"https://ror.org/0421qr997","country_code":"BJ","type":"education","lineage":["https://openalex.org/I4210134560"]}],"countries":["BJ"],"is_corresponding":false,"raw_author_name":"Hod\u00e9v\u00e8wan Cl\u00e9ment Miwadinou","raw_affiliation_strings":["National University of Sciences, Technologies, Engineering and Mathematics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Sciences, Technologies, Engineering and Mathematics","institution_ids":["https://openalex.org/I4210134560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160134356","display_name":"Vincent Adjimon Monwanou","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vincent Adjimon Monwanou","raw_affiliation_strings":["Institute of Mathematics and Physics"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Physics","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12063","display_name":"Heat and Mass Transfer in Porous Media","score":0.007799999788403511,"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/T13116","display_name":"Heat Transfer and Numerical Methods","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hybrid-nanofluid","display_name":"hybrid nanofluid","score":0.9290000200271606},{"id":"https://openalex.org/keywords/cattaneo-christov-heat-flux","display_name":"Cattaneo-Christov heat flux","score":0.9490000009536743},{"id":"https://openalex.org/keywords/darcy-brinkman-model","display_name":"Darcy-Brinkman model","score":0.8709999918937683},{"id":"https://openalex.org/keywords/convection-in-porous-media","display_name":"porous media convection","score":0.7540000081062317},{"id":"https://openalex.org/keywords/two-temperature-model","display_name":"two-temperature model","score":0.6759999990463257},{"id":"https://openalex.org/keywords/lorenz-system","display_name":"Lorenz system","score":0.6200000047683716},{"id":"https://openalex.org/keywords/bifurcation-analysis","display_name":"bifurcation analysis","score":0.6700000166893005},{"id":"https://openalex.org/keywords/lyapunov-exponents","display_name":"Lyapunov exponents","score":0.9520000219345093},{"id":"https://openalex.org/keywords/hartmann-number","display_name":"Hartmann number","score":0.6740000247955322},{"id":"https://openalex.org/keywords/darcy-rayleigh-number","display_name":"Darcy-Rayleigh number","score":0.8550000190734863},{"id":"https://openalex.org/keywords/onset-of-convection","display_name":"onset of convection","score":0.6570000052452087},{"id":"https://openalex.org/keywords/nusselt-number","display_name":"Nusselt number","score":0.8180000185966492},{"id":"https://openalex.org/keywords/ethylene-glycol-water","display_name":"ethylene glycol-water","score":0.875},{"id":"https://openalex.org/keywords/palm-oil","display_name":"palm oil","score":0.9459999799728394},{"id":"https://openalex.org/keywords/nanoparticle-volume-fraction","display_name":"nanoparticle volume fraction","score":0.7039999961853027},{"id":"https://openalex.org/keywords/porous-heat-exchanger","display_name":"porous heat exchanger","score":0.8100000023841858}],"concepts":[{"id":"https://openalex.org/C21946209","wikidata":"https://www.wikidata.org/wiki/Q1989679","display_name":"Nanofluid","level":3,"score":0.7685999870300293},{"id":"https://openalex.org/C130230704","wikidata":"https://www.wikidata.org/wiki/Q898280","display_name":"Nusselt number","level":4,"score":0.6525999903678894},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.5541999936103821},{"id":"https://openalex.org/C105569014","wikidata":"https://www.wikidata.org/wiki/Q3271208","display_name":"Porous medium","level":3,"score":0.5411999821662903},{"id":"https://openalex.org/C41231900","wikidata":"https://www.wikidata.org/wiki/Q918227","display_name":"Convective heat transfer","level":3,"score":0.4796000123023987},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.4690000116825104},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.45590001344680786},{"id":"https://openalex.org/C10899652","wikidata":"https://www.wikidata.org/wiki/Q160329","display_name":"Convection","level":2,"score":0.4472000002861023},{"id":"https://openalex.org/C186899397","wikidata":"https://www.wikidata.org/wiki/Q1491980","display_name":"Galerkin method","level":3,"score":0.42750000953674316},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.41929998993873596},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.3937999904155731},{"id":"https://openalex.org/C86243350","wikidata":"https://www.wikidata.org/wiki/Q2595915","display_name":"Bifurcation diagram","level":4,"score":0.3831000030040741},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C122283620","wikidata":"https://www.wikidata.org/wiki/Q2532943","display_name":"Phase portrait","level":4,"score":0.3580000102519989},{"id":"https://openalex.org/C159188206","wikidata":"https://www.wikidata.org/wiki/Q1478382","display_name":"Heat flux","level":3,"score":0.3472999930381775},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.33570000529289246},{"id":"https://openalex.org/C91311341","wikidata":"https://www.wikidata.org/wiki/Q1764892","display_name":"Evaporator","level":3,"score":0.32190001010894775},{"id":"https://openalex.org/C97346530","wikidata":"https://www.wikidata.org/wiki/Q487005","display_name":"Thermal conductivity","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C24561367","wikidata":"https://www.wikidata.org/wiki/Q909313","display_name":"Forced convection","level":3,"score":0.30219998955726624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28630000352859497},{"id":"https://openalex.org/C50488108","wikidata":"https://www.wikidata.org/wiki/Q618684","display_name":"Marginal stability","level":3,"score":0.28519999980926514},{"id":"https://openalex.org/C189234753","wikidata":"https://www.wikidata.org/wiki/Q17007315","display_name":"Combined forced and natural convection","level":4,"score":0.2815000116825104},{"id":"https://openalex.org/C88006088","wikidata":"https://www.wikidata.org/wiki/Q1935046","display_name":"Taylor number","level":3,"score":0.27379998564720154},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2718999981880188},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.2533999979496002},{"id":"https://openalex.org/C2777869274","wikidata":"https://www.wikidata.org/wiki/Q1587280","display_name":"Hartmann number","level":5,"score":0.2529999911785126},{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.2502000033855438}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21203/rs.3.rs-11333814/v1","doi":"https://doi.org/10.21203/rs.3.rs-11333814/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11333814/v1","pdf_url":"https://www.researchsquare.com/article/rs-11333814/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.21203/rs.3.rs-11333814/v1","doi":"https://doi.org/10.21203/rs.3.rs-11333814/v1","is_oa":true,"landing_page_url":"https://doi.org/10.21203/rs.3.rs-11333814/v1","pdf_url":"https://www.researchsquare.com/article/rs-11333814/latest.pdf","source":{"id":"https://openalex.org/S4306525896","display_name":"Research Square","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Research Square","raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224565108.pdf","grobid_xml":"https://content.openalex.org/works/W7224565108.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W87548002","https://openalex.org/W146806013","https://openalex.org/W1628745019","https://openalex.org/W1990453941","https://openalex.org/W1997014239","https://openalex.org/W2010364254","https://openalex.org/W2025550507","https://openalex.org/W2032209521","https://openalex.org/W2033573600","https://openalex.org/W2061829050","https://openalex.org/W2072748277","https://openalex.org/W2076751185","https://openalex.org/W2085910341","https://openalex.org/W2090313332","https://openalex.org/W2093102386","https://openalex.org/W2093717036","https://openalex.org/W2094728995","https://openalex.org/W2134616821","https://openalex.org/W2139782007","https://openalex.org/W2141394518","https://openalex.org/W2141984324","https://openalex.org/W2152254020","https://openalex.org/W2158818323","https://openalex.org/W2165365558","https://openalex.org/W2168711358","https://openalex.org/W2258000042","https://openalex.org/W2496185330","https://openalex.org/W2894368291","https://openalex.org/W2894705087","https://openalex.org/W2922403544","https://openalex.org/W2979562792","https://openalex.org/W3034707857","https://openalex.org/W4240840159","https://openalex.org/W4282827336","https://openalex.org/W4292166801","https://openalex.org/W4300831640","https://openalex.org/W4301498182","https://openalex.org/W4320516770","https://openalex.org/W4409442547","https://openalex.org/W7130501871"],"related_works":["https://openalex.org/W4402174045","https://openalex.org/W4412853871","https://openalex.org/W4311530830","https://openalex.org/W2967464404","https://openalex.org/W4402259038","https://openalex.org/W4307138872","https://openalex.org/W4382282718","https://openalex.org/W2290533101","https://openalex.org/W4398180971","https://openalex.org/W4282827336"],"abstract_inverted_index":{"Abstract":[0],"The":[1,192],"present":[2],"investigation":[3],"addresses":[4],"the":[5,15,48,69,90,104,108,124,127,133,144,151,155,159,162,167,171,176,181,188,199,205,209,228,248],"heat":[6,50,262],"transfer":[7],"in":[8,227,254],"a":[9,19,24,75,80,87,99,222],"thermal":[10,163,243,255],"convection":[11,202],"flow":[12],"governed":[13],"by":[14,23],"Darcy--Brinkman":[16],"framework":[17],"within":[18],"porous":[20,261],"layer":[21],"saturated":[22],"hybrid":[25],"nanofluid":[26],"composed":[27],"of":[28,89,107,120,123,143,154,201,208,251],"iron":[29],"oxide-copper":[30],"nanofragments":[31],"dispersed":[32],"across":[33,187],"three":[34,189],"distinct":[35],"base":[36,190],"fluids,":[37],"namely":[38],"water,":[39],"an":[40],"ethylene":[41],"glycol-water":[42],"mixture,":[43],"and":[44,103,136,166,180,203,246],"palm":[45],"oil,":[46],"under":[47],"Cattaneo--Christov":[49],"flux":[51],"model.":[52],"A":[53,62,140],"normal":[54],"mode":[55],"linear":[56],"stability":[57],"analysis":[58],"is":[59,66,96,110,147,195],"carried":[60],"out.":[61],"Galerkin":[63],"truncation":[64],"procedure":[65],"applied":[67],"to":[68,197,260],"Darcy-Brinkman-Boussinesq":[70],"governing":[71],"equations,":[72],"coupled":[73],"with":[74,257],"two-temperature":[76],"energy":[77,252],"model,":[78],"producing":[79],"five-dimensional":[81],"autonomous":[82],"dynamical":[83,105],"system":[84,109],"that":[85],"constitutes":[86],"generalization":[88],"classical":[91],"Lorenz":[92],"equations.":[93],"Numerical":[94],"integration":[95],"performed":[97],"using":[98],"fourth-order":[100],"Runge--Kutta":[101],"scheme,":[102],"behavior":[106],"thoroughly":[111],"characterized":[112],"through":[113],"four":[114],"complementary":[115],"diagnostic":[116],"tools:":[117],"bifurcation":[118],"diagrams":[119],"local":[121],"extrema":[122],"convective":[125],"variable,":[126],"maximal":[128],"Lyapunov":[129],"exponent":[130],"computed":[131],"via":[132],"renormalization":[134],"method,":[135],"phase":[137],"portrait":[138],"reconstructions.":[139],"comprehensive":[141],"discussion":[142],"physical":[145,182],"outcomes":[146],"subsequently":[148],"presented,":[149],"examining":[150],"respective":[152],"influences":[153],"nanoparticle":[156],"volume":[157],"fraction,":[158],"Darcy":[160],"number,":[161,175,179],"time-lag":[164],"parameter,":[165],"Hartmann":[168],"number":[169,212],"on":[170],"critical":[172,177],"stationary":[173],"Darcy-Rayleigh":[174],"wave":[178],"onset":[183,200],"temperature,":[184],"assessed":[185],"comparatively":[186],"fluids.":[191],"magnetic":[193],"field":[194],"shown":[196],"delay":[198],"shift":[204],"transitional":[206],"peak":[207],"mean":[210],"Nusselt":[211],"toward":[213],"higher":[214],"Rayleigh--Darcy":[215],"numbers,":[216],"while":[217],"all":[218],"configurations":[219],"gradually":[220],"approach":[221],"common":[223],"asymptotic":[224],"heat-transfer":[225],"level":[226],"fully":[229],"developed":[230],"regime.":[231],"Beyond":[232],"its":[233],"theoretical":[234],"contribution,":[235],"this":[236],"study":[237],"offers":[238],"practical":[239],"guidance":[240],"for":[241],"optimizing":[242],"enhancement":[244],"strategies":[245],"improving":[247],"thermodynamic":[249],"performance":[250],"systems":[253],"engineering,":[256],"particular":[258],"relevance":[259],"exchangers.":[263]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-30T00:00:00"}
