{"id":"https://openalex.org/W4390692222","doi":"https://doi.org/10.1109/access.2024.3352448","title":"Developing Artificial Intelligence Models for Predicting the Tribo-Mechanical Properties of HDPE Nanocomposite Used in Artificial Hip Joints","display_name":"Developing Artificial Intelligence Models for Predicting the Tribo-Mechanical Properties of HDPE Nanocomposite Used in Artificial Hip Joints","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390692222","doi":"https://doi.org/10.1109/access.2024.3352448"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3352448","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352448","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10387695.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10387695.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085721647","display_name":"Ahmed Fouly","orcid":"https://orcid.org/0000-0002-0358-0392"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Fouly","raw_affiliation_strings":["Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-0358-0392","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072988144","display_name":"Mohamed Taha","orcid":"https://orcid.org/0000-0003-3726-4491"},"institutions":[{"id":"https://openalex.org/I4210086935","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":null,"country_code":"EG","type":null,"lineage":["https://openalex.org/I4210086935"]},{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Taha","raw_affiliation_strings":["Department of Mechanical Engineering, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Aswan, Egypt","Mechanical Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, P.O. Box 11, Aswan, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-3726-4491","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, Aswan, Egypt","institution_ids":["https://openalex.org/I4210086935"]},{"raw_affiliation_string":"Mechanical Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport, P.O. Box 11, Aswan, Egypt","institution_ids":["https://openalex.org/I59272784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079061654","display_name":"Thamer Albahkali","orcid":"https://orcid.org/0009-0000-2714-0925"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Thamer Albahkali","raw_affiliation_strings":["Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0009-0000-2714-0925","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001648203","display_name":"Muhammad Ali Shar","orcid":"https://orcid.org/0000-0001-5889-0657"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad Ali Shar","raw_affiliation_strings":["Department of Mechanical and Energy Systems Engineering, Faculty of Engineering and Informatics, University of Bradford, Bradford, U.K","Department of Mechanical & Energy Systems Engineering, Faculty of Engineering and Informatics, University of Bradford, Bradford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-5889-0657","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Energy Systems Engineering, Faculty of Engineering and Informatics, University of Bradford, Bradford, U.K","institution_ids":["https://openalex.org/I139894009"]},{"raw_affiliation_string":"Department of Mechanical & Energy Systems Engineering, Faculty of Engineering and Informatics, University of Bradford, Bradford, United Kingdom","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016130938","display_name":"Hany S. Abdo","orcid":"https://orcid.org/0000-0002-7260-639X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hany S. Abdo","raw_affiliation_strings":["Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-7260-639X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Mechanical Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031791976","display_name":"Ahmed Nabhan","orcid":"https://orcid.org/0000-0001-7841-1115"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Nabhan","raw_affiliation_strings":["Production Engineering and Mechanical Design, Faculty of Engineering, Minia University, Minya, Egypt","Production Engineering and Mechanical Design, Faculty of Engineering, Minia University, El-Minia, Egypt"],"raw_orcid":"https://orcid.org/0000-0001-7841-1115","affiliations":[{"raw_affiliation_string":"Production Engineering and Mechanical Design, Faculty of Engineering, Minia University, Minya, Egypt","institution_ids":["https://openalex.org/I89466785"]},{"raw_affiliation_string":"Production Engineering and Mechanical Design, Faculty of Engineering, Minia University, El-Minia, Egypt","institution_ids":["https://openalex.org/I89466785"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":9.4015,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98496587,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"14787","last_page":"14799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10512","display_name":"Orthopaedic implants and arthroplasty","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10512","display_name":"Orthopaedic implants and arthroplasty","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12099","display_name":"Advanced materials and composites","score":0.9785000085830688,"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/T12362","display_name":"Tribology and Wear Analysis","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/high-density-polyethylene","display_name":"High-density polyethylene","score":0.738075852394104},{"id":"https://openalex.org/keywords/nanocomposite","display_name":"Nanocomposite","score":0.6709500551223755},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.551111102104187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39999908208847046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35245317220687866},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.35062330961227417},{"id":"https://openalex.org/keywords/polyethylene","display_name":"Polyethylene","score":0.15224003791809082}],"concepts":[{"id":"https://openalex.org/C181748761","wikidata":"https://www.wikidata.org/wiki/Q2641430","display_name":"High-density polyethylene","level":3,"score":0.738075852394104},{"id":"https://openalex.org/C92880739","wikidata":"https://www.wikidata.org/wiki/Q2639556","display_name":"Nanocomposite","level":2,"score":0.6709500551223755},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.551111102104187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39999908208847046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35245317220687866},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.35062330961227417},{"id":"https://openalex.org/C2779751980","wikidata":"https://www.wikidata.org/wiki/Q143429","display_name":"Polyethylene","level":2,"score":0.15224003791809082}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3352448","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352448","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10387695.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:573f8e5062ed476bb5ee20a8c534e078","is_oa":true,"landing_page_url":"https://doaj.org/article/573f8e5062ed476bb5ee20a8c534e078","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 14787-14799 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3352448","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3352448","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10387695.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390692222.pdf","grobid_xml":"https://content.openalex.org/works/W4390692222.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1593015484","https://openalex.org/W1711815217","https://openalex.org/W1826780937","https://openalex.org/W1966557710","https://openalex.org/W1980601796","https://openalex.org/W1981464922","https://openalex.org/W1995136523","https://openalex.org/W2011660113","https://openalex.org/W2022666521","https://openalex.org/W2040405083","https://openalex.org/W2053946346","https://openalex.org/W2056425872","https://openalex.org/W2059438525","https://openalex.org/W2060197406","https://openalex.org/W2066329729","https://openalex.org/W2071073050","https://openalex.org/W2072538557","https://openalex.org/W2074962680","https://openalex.org/W2109072509","https://openalex.org/W2148030770","https://openalex.org/W2161748213","https://openalex.org/W2167245867","https://openalex.org/W2168086940","https://openalex.org/W2280515687","https://openalex.org/W2316921216","https://openalex.org/W2345121462","https://openalex.org/W2553883349","https://openalex.org/W2589151414","https://openalex.org/W2613136509","https://openalex.org/W2737051586","https://openalex.org/W2793976842","https://openalex.org/W2897987103","https://openalex.org/W2900946724","https://openalex.org/W2914635252","https://openalex.org/W2916472162","https://openalex.org/W2937876125","https://openalex.org/W2944247096","https://openalex.org/W2945472451","https://openalex.org/W2984021020","https://openalex.org/W3002868498","https://openalex.org/W3081024405","https://openalex.org/W3096941071","https://openalex.org/W3148526508","https://openalex.org/W3153828078","https://openalex.org/W3206209045","https://openalex.org/W4225319144","https://openalex.org/W4249350657","https://openalex.org/W4280515785","https://openalex.org/W4294495134","https://openalex.org/W4309637686","https://openalex.org/W4311288489","https://openalex.org/W4313461481","https://openalex.org/W4322775198","https://openalex.org/W4384202705","https://openalex.org/W4385811230"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W4323308780","https://openalex.org/W196197793","https://openalex.org/W2321825242","https://openalex.org/W3141641690","https://openalex.org/W1579353705","https://openalex.org/W4214478906","https://openalex.org/W2332641972","https://openalex.org/W2978440249","https://openalex.org/W359871818"],"abstract_inverted_index":{"Hip":[0],"joint":[1,43,184],"fractures":[2],"are":[3,22,96,124,134,201],"a":[4,80,158,174],"serious":[5],"and":[6,25,49,55,70,103,114,129,132,149,185],"prevalent":[7],"health":[8],"concern,":[9],"especially":[10,34],"among":[11],"the":[12,17,30,36,146,153,182,187,198,204,214,225,230,235,241,249],"elderly.":[13],"The":[14,38,106,155,195],"forces":[15],"that":[16,258],"lower":[18],"limbs":[19],"must":[20],"withstand":[21],"quite":[23],"strong":[24],"can":[26],"exceed":[27,260],"many":[28],"times":[29],"person":[31],"body":[32],"weight,":[33],"in":[35,209],"femur.":[37],"selection":[39],"of":[40,82,112,152,160,197,252],"materials":[41],"for":[42],"replacements":[44],"depends":[45],"heavily":[46],"on":[47,116],"mechanical":[48,69,102,166],"tribological":[50,71,104,222],"properties":[51,167,251],"like":[52],"strength,":[53,148],"hardness,":[54,147],"wear":[56,238],"rate.":[57],"HDPE":[58,100,188,236,253],"has":[59],"been":[60],"effective":[61],"as":[62,79],"an":[63,83,89,256],"external":[64],"prosthetic":[65],"foot,":[66],"but":[67],"its":[68,245],"constraints":[72],"have":[73],"made":[74],"it":[75],"difficult":[76],"to":[77,98,140,180,211,247],"employ":[78],"part":[81],"artificial":[84],"implant.":[85],"In":[86,172,207],"this":[87],"study,":[88],"Adaptive":[90],"Neuro-Fuzzy":[91],"Inference":[92],"System":[93],"(ANFIS)":[94],"models":[95,243],"utilized":[97],"forecast":[99],"nanocomposites":[101,123,237],"characteristics.":[105],"model":[107,177],"incorporates":[108],"various":[109,127],"weight":[110,232],"fractions":[111],"graphene":[113,144,163,219],"relies":[115],"data":[117],"obtained":[118],"from":[119],"experimental":[120],"tests.":[121],"These":[122],"prepared":[125],"with":[126,157,169,203,255],"compositions,":[128],"their":[130],"structure":[131],"morphology":[133],"evaluated":[135],"using":[136],"physiochemical":[137],"characterization.":[138],"Compared":[139],"pure":[141,170,212],"HDPE,":[142,213],"adding":[143],"enhanced":[145],"elastic":[150],"modulus":[151],"HDPE.":[154,171],"nanocomposite":[156,189,215,254],"composition":[159],"2":[161],"wt.%":[162,218],"showed":[164,220],"better":[165,221],"compared":[168],"addition,":[173,208],"finite":[175],"element":[176],"is":[178],"created":[179],"simulate":[181],"hip":[183],"assess":[186],"load-bearing":[190],"capacity":[191],"under":[192],"actual":[193],"loading.":[194],"outcomes":[196],"simulation":[199],"analysis":[200],"consistent":[202],"experiment":[205],"findings.":[206],"comparison":[210],"containing":[216],"0.5":[217],"performances.":[223],"Finally,":[224],"microscopic":[226],"examination":[227],"demonstrated":[228],"how":[229],"additives":[231],"fraction":[233],"affects":[234],"mechanism.":[239],"Eventually,":[240],"ANFIS":[242],"proved":[244],"ability":[246],"predict":[248],"tribo-mechanical":[250],"error":[257],"didn\u2019t":[259],"3%.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
