{"id":"https://openalex.org/W4401517153","doi":"https://doi.org/10.1002/htj.23144","title":"ANN\u2010driven insights into heat and mass transfer dynamics in chemical reactive fluids across variable\u2010thickness surfaces","display_name":"ANN\u2010driven insights into heat and mass transfer dynamics in chemical reactive fluids across variable\u2010thickness surfaces","publication_year":2024,"publication_date":"2024-08-12","ids":{"openalex":"https://openalex.org/W4401517153","doi":"https://doi.org/10.1002/htj.23144"},"language":"en","primary_location":{"id":"doi:10.1002/htj.23144","doi":"https://doi.org/10.1002/htj.23144","is_oa":false,"landing_page_url":"https://doi.org/10.1002/htj.23144","pdf_url":null,"source":{"id":"https://openalex.org/S41149888","display_name":"Heat Transfer","issn_l":"2688-4534","issn":["2688-4534","2688-4542"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","norway-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heat Transfer","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010283782","display_name":"Mumtaz Ali Khan","orcid":"https://orcid.org/0000-0002-9707-0341","observed_orcids":["https://orcid.org/0000-0002-9707-0341"]},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mumtaz Khan","raw_affiliation_strings":["Faculty of Science Jiangsu University Zhenjiang Jiangsu China","Faculty of Science, Jiangsu University, Zhenjiang, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-9707-0341","affiliations":[{"raw_affiliation_string":"Faculty of Science Jiangsu University Zhenjiang Jiangsu China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"Faculty of Science, Jiangsu University, Zhenjiang, Jiangsu, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077061689","display_name":"Mudassar Imran","orcid":"https://orcid.org/0000-0002-6506-8730","observed_orcids":["https://orcid.org/0000-0002-6506-8730"]},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mudassar Imran","raw_affiliation_strings":["College of Humanities and Science Ajman University Ajman UAE","College of Humanities and Science, Ajman University, Ajman, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Humanities and Science Ajman University Ajman UAE","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"College of Humanities and Science, Ajman University, Ajman, UAE","institution_ids":["https://openalex.org/I182000528"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010283782"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":{"value":2760,"currency":"USD","value_usd":2760},"apc_paid":null,"fwci":6.8278,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.98846179,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"53","issue":"8","first_page":"4551","last_page":"4571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13116","display_name":"Heat Transfer and Numerical Methods","score":0.6532999873161316,"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"}},"topics":[{"id":"https://openalex.org/T13116","display_name":"Heat Transfer and Numerical Methods","score":0.6532999873161316,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.10819999873638153,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.10689999908208847,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heat-and-mass-transfer","display_name":"heat and mass transfer","score":0.925000011920929},{"id":"https://openalex.org/keywords/chemically-reactive-fluid","display_name":"chemically reactive fluid","score":0.8510000109672546},{"id":"https://openalex.org/keywords/second-grade-fluid","display_name":"second grade fluid","score":0.925000011920929},{"id":"https://openalex.org/keywords/exothermic-reaction","display_name":"exothermic reaction","score":0.7360000014305115},{"id":"https://openalex.org/keywords/skin-friction","display_name":"skin friction","score":0.8240000009536743},{"id":"https://openalex.org/keywords/neural-network-surrogate-model","display_name":"neural network surrogate model","score":0.8140000104904175},{"id":"https://openalex.org/keywords/bvp4c","display_name":"bvp4c","score":0.5699999928474426},{"id":"https://openalex.org/keywords/levenberg-marquardt-algorithm","display_name":"Levenberg-Marquardt algorithm","score":0.722000002861023},{"id":"https://openalex.org/keywords/nonlinear-partial-differential-equations","display_name":"nonlinear partial differential equations","score":0.6359999775886536}],"concepts":[{"id":"https://openalex.org/C45119746","wikidata":"https://www.wikidata.org/wiki/Q205949","display_name":"Exothermic reaction","level":2,"score":0.8627673387527466},{"id":"https://openalex.org/C51038369","wikidata":"https://www.wikidata.org/wiki/Q909534","display_name":"Mass transfer","level":2,"score":0.7815026044845581},{"id":"https://openalex.org/C51544822","wikidata":"https://www.wikidata.org/wiki/Q465274","display_name":"Ordinary differential equation","level":3,"score":0.681473433971405},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.6438238620758057},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.6155352592468262},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.603308916091919},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5750712156295776},{"id":"https://openalex.org/C107706546","wikidata":"https://www.wikidata.org/wiki/Q189124","display_name":"Heat exchanger","level":2,"score":0.5493592023849487},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5398541688919067},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.5278511047363281},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.4641237258911133},{"id":"https://openalex.org/C90278072","wikidata":"https://www.wikidata.org/wiki/Q216320","display_name":"Fluid dynamics","level":2,"score":0.4573300778865814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4074144661426544},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.3486815392971039},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.33445271849632263},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3335384130477905},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.3329675793647766},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23992261290550232},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20364519953727722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1618579626083374},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09695696830749512},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/htj.23144","doi":"https://doi.org/10.1002/htj.23144","is_oa":false,"landing_page_url":"https://doi.org/10.1002/htj.23144","pdf_url":null,"source":{"id":"https://openalex.org/S41149888","display_name":"Heat Transfer","issn_l":"2688-4534","issn":["2688-4534","2688-4542"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","norway-1","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Heat Transfer","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1656674845","https://openalex.org/W2011316802","https://openalex.org/W2023598961","https://openalex.org/W2029292833","https://openalex.org/W2059125315","https://openalex.org/W2062761709","https://openalex.org/W2066137487","https://openalex.org/W2079012938","https://openalex.org/W2416964000","https://openalex.org/W2593374298","https://openalex.org/W2911758313","https://openalex.org/W2925525520","https://openalex.org/W2979801090","https://openalex.org/W3010418346","https://openalex.org/W3047446412","https://openalex.org/W3135838839","https://openalex.org/W3140511778","https://openalex.org/W3177932326","https://openalex.org/W4280594812","https://openalex.org/W4284888304","https://openalex.org/W4308591103","https://openalex.org/W4321503207","https://openalex.org/W4379876533","https://openalex.org/W4382630593","https://openalex.org/W4386500776"],"related_works":["https://openalex.org/W3155917381","https://openalex.org/W1979392834","https://openalex.org/W2363835639","https://openalex.org/W73544876","https://openalex.org/W2049259437","https://openalex.org/W4287837695","https://openalex.org/W2511518323","https://openalex.org/W2313975390","https://openalex.org/W2085975821","https://openalex.org/W1602620596"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2],"investigates":[3],"the":[4,59,74,96,134,137],"heat":[5,45,105],"and":[6,22,44,57,87,110],"mass":[7,111],"transfer":[8,106,112],"dynamics":[9,86],"in":[10,34,41,82,140],"exothermic,":[11],"chemically":[12],"reactive":[13],"fluids":[14],"over":[15],"variable\u2010thickness":[16],"surfaces":[17],"using":[18],"advanced":[19],"numerical":[20,61],"methods":[21],"artificial":[23],"neural":[24],"networks":[25],"(ANN).":[26],"The":[27,69,116],"importance":[28],"of":[29,129,136,144],"understanding":[30],"these":[31],"processes":[32],"lies":[33],"their":[35],"significant":[36],"industrial":[37,152],"applications,":[38],"such":[39],"as":[40],"chemical":[42],"reactors":[43],"exchangers.":[46],"We":[47],"transformed":[48],"nonlinear":[49],"partial":[50],"differential":[51,55],"equations":[52,56],"into":[53],"ordinary":[54],"used":[58],"bvp4c":[60],"method":[62],"to":[63],"generate":[64],"a":[65,124],"comprehensive":[66],"data":[67],"set.":[68],"ANN":[70,117,138],"model,":[71],"trained":[72],"with":[73,123],"Levenberg\u2013Marquardt":[75],"algorithm,":[76],"was":[77],"evaluated":[78],"for":[79,150],"its":[80],"accuracy":[81],"simulating":[83],"complex":[84],"fluid":[85,98,145],"thermosolutal":[88],"transport":[89],"phenomena.":[90],"Our":[91],"results":[92],"revealed":[93],"that":[94],"increasing":[95],"second\u2010grade":[97],"parameter":[99],"enhanced":[100],"skin":[101],"friction":[102],"by":[103,108,114],"20.38%,":[104],"rate":[107,113],"1.16%,":[109],"4.06%.":[115],"model":[118],"demonstrated":[119],"high":[120],"predictive":[121],"precision":[122],"validation":[125],"mean":[126],"squared":[127],"error":[128],".":[130],"These":[131],"findings":[132],"highlight":[133],"effectiveness":[135],"methodology":[139],"providing":[141],"precise":[142],"simulations":[143],"dynamics,":[146],"which":[147],"is":[148],"crucial":[149],"optimizing":[151],"processes.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":22},{"year":2025,"cited_by_count":12}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}
