{"id":"https://openalex.org/W4416098870","doi":"https://doi.org/10.1016/j.engappai.2025.113072","title":"Harnessing the potential of artificial neural networks to study autocatalytic chemical reaction effects on the flow dynamics of Boger fluid squeezed between two parallel disks","display_name":"Harnessing the potential of artificial neural networks to study autocatalytic chemical reaction effects on the flow dynamics of Boger fluid squeezed between two parallel disks","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W4416098870","doi":"https://doi.org/10.1016/j.engappai.2025.113072"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2025.113072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.113072","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"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/A5090777159","display_name":"R. Naveen Kumar","orcid":"https://orcid.org/0000-0002-0056-1452"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Naveen Kumar","raw_affiliation_strings":["Department of Mathematics, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, 560035, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, 560035, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028005453","display_name":"R. S. Varun Kumar","orcid":"https://orcid.org/0000-0003-1107-7743"},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Varun Kumar R S","raw_affiliation_strings":["Department of Pure and Applied Mathematics, School of Mathematical Sciences, Sunway University, Petaling Jaya, 47500, Selangor Darul Ehsan, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Pure and Applied Mathematics, School of Mathematical Sciences, Sunway University, Petaling Jaya, 47500, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072653847","display_name":"K. Chandan","orcid":"https://orcid.org/0000-0003-2535-5054"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chandan K","raw_affiliation_strings":["Department of Artificial Intelligence, Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, 560035, India"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, 560035, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078545683","display_name":"Fehmi Gamaoun","orcid":"https://orcid.org/0000-0001-5851-650X"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fehmi Gamaoun","raw_affiliation_strings":["Department of Mechanical Engineering, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Khalid University, Abha, 61421, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072653847"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":3.7462,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9356498,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"163","issue":null,"first_page":"113072","last_page":"113072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.5149999856948853,"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":0.5149999856948853,"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/T11379","display_name":"Rheology and Fluid Dynamics Studies","score":0.2838999927043915,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical 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":0.04490000009536743,"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/exothermic-reaction","display_name":"Exothermic reaction","score":0.885699987411499},{"id":"https://openalex.org/keywords/endothermic-process","display_name":"Endothermic process","score":0.7178999781608582},{"id":"https://openalex.org/keywords/chemical-reaction","display_name":"Chemical reaction","score":0.6032999753952026},{"id":"https://openalex.org/keywords/fluid-dynamics","display_name":"Fluid dynamics","score":0.5234000086784363},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4634000062942505},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4424999952316284},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.44190001487731934},{"id":"https://openalex.org/keywords/reaction-rate","display_name":"Reaction rate","score":0.4339999854564667},{"id":"https://openalex.org/keywords/chemical-energy","display_name":"Chemical energy","score":0.40230000019073486}],"concepts":[{"id":"https://openalex.org/C45119746","wikidata":"https://www.wikidata.org/wiki/Q205949","display_name":"Exothermic reaction","level":2,"score":0.885699987411499},{"id":"https://openalex.org/C20976626","wikidata":"https://www.wikidata.org/wiki/Q12571883","display_name":"Endothermic process","level":3,"score":0.7178999781608582},{"id":"https://openalex.org/C177801218","wikidata":"https://www.wikidata.org/wiki/Q36534","display_name":"Chemical reaction","level":2,"score":0.6032999753952026},{"id":"https://openalex.org/C90278072","wikidata":"https://www.wikidata.org/wiki/Q216320","display_name":"Fluid dynamics","level":2,"score":0.5234000086784363},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4708999991416931},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.4596000015735626},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.44190001487731934},{"id":"https://openalex.org/C175113610","wikidata":"https://www.wikidata.org/wiki/Q3394849","display_name":"Reaction rate","level":3,"score":0.4339999854564667},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.4097000062465668},{"id":"https://openalex.org/C22547674","wikidata":"https://www.wikidata.org/wiki/Q582668","display_name":"Chemical energy","level":2,"score":0.40230000019073486},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.37279999256134033},{"id":"https://openalex.org/C107861326","wikidata":"https://www.wikidata.org/wiki/Q209233","display_name":"Thermal energy","level":2,"score":0.36169999837875366},{"id":"https://openalex.org/C15401063","wikidata":"https://www.wikidata.org/wiki/Q610090","display_name":"Thermophoresis","level":4,"score":0.3504999876022339},{"id":"https://openalex.org/C172120300","wikidata":"https://www.wikidata.org/wiki/Q1134348","display_name":"Volumetric flow rate","level":2,"score":0.3440999984741211},{"id":"https://openalex.org/C21946209","wikidata":"https://www.wikidata.org/wiki/Q1989679","display_name":"Nanofluid","level":3,"score":0.34290000796318054},{"id":"https://openalex.org/C36663273","wikidata":"https://www.wikidata.org/wiki/Q209082","display_name":"Chemical kinetics","level":3,"score":0.33809998631477356},{"id":"https://openalex.org/C2779301550","wikidata":"https://www.wikidata.org/wiki/Q217236","display_name":"Working fluid","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C166693061","wikidata":"https://www.wikidata.org/wiki/Q5462119","display_name":"Flow velocity","level":3,"score":0.32170000672340393},{"id":"https://openalex.org/C187120659","wikidata":"https://www.wikidata.org/wiki/Q937912","display_name":"Countercurrent exchange","level":2,"score":0.31869998574256897},{"id":"https://openalex.org/C43133876","wikidata":"https://www.wikidata.org/wiki/Q172145","display_name":"Fluid mechanics","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C108213311","wikidata":"https://www.wikidata.org/wiki/Q557573","display_name":"Chemical reactor","level":2,"score":0.29589998722076416},{"id":"https://openalex.org/C37263863","wikidata":"https://www.wikidata.org/wiki/Q786897","display_name":"Autocatalysis","level":3,"score":0.29249998927116394},{"id":"https://openalex.org/C119887631","wikidata":"https://www.wikidata.org/wiki/Q3074478","display_name":"Complex fluid","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26739999651908875},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2025.113072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2025.113072","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G438429188","display_name":null,"funder_award_id":"RGP2/423/46","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"}],"funders":[{"id":"https://openalex.org/F33954902","display_name":"Deanship of Scientific Research, King Khalid University","ror":null},{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2000189182","https://openalex.org/W2338164350","https://openalex.org/W2404999102","https://openalex.org/W2433756642","https://openalex.org/W2613536930","https://openalex.org/W2970085584","https://openalex.org/W3092274181","https://openalex.org/W3178206519","https://openalex.org/W3192052356","https://openalex.org/W3200347248","https://openalex.org/W4205480354","https://openalex.org/W4210764083","https://openalex.org/W4210766524","https://openalex.org/W4210871036","https://openalex.org/W4229002853","https://openalex.org/W4296005571","https://openalex.org/W4296604554","https://openalex.org/W4311862179","https://openalex.org/W4362717647","https://openalex.org/W4381734559","https://openalex.org/W4382401147","https://openalex.org/W4387165819","https://openalex.org/W4392000736","https://openalex.org/W4393374887","https://openalex.org/W4396732037","https://openalex.org/W4403102420","https://openalex.org/W4406398777","https://openalex.org/W4407093709","https://openalex.org/W4408071995","https://openalex.org/W4408294761","https://openalex.org/W4409331164","https://openalex.org/W4410349850","https://openalex.org/W4410512878","https://openalex.org/W4410815008","https://openalex.org/W4411281970","https://openalex.org/W4413158455"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-11-11T00:00:00"}
