{"id":"https://openalex.org/W7160263962","doi":"https://doi.org/10.1016/j.engappai.2026.115024","title":"Mechanistic and data-driven investigation of nano-minimum quantity lubrication aided milling of heat-treated high-speed tool steel for enhanced machinability and sustainability","display_name":"Mechanistic and data-driven investigation of nano-minimum quantity lubrication aided milling of heat-treated high-speed tool steel for enhanced machinability and sustainability","publication_year":2026,"publication_date":"2026-05-04","ids":{"openalex":"https://openalex.org/W7160263962","doi":"https://doi.org/10.1016/j.engappai.2026.115024"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115024","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115024","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/A5135378654","display_name":"Adooru L.N. Arunkumar","orcid":null},"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":"Adooru L.N. Arunkumar","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India","Department of Mechanical Engineering, CVR College of Engineering, Hyderabad, 501510, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Mechanical Engineering, CVR College of Engineering, Hyderabad, 501510, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010421187","display_name":"Krishnadas Narayanan Nampoothiri","orcid":"https://orcid.org/0000-0001-7676-4304"},"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":"Krishnadas Narayanan Nampoothiri","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135387074","display_name":"Sunil Kumar","orcid":"https://orcid.org/0000-0002-0878-1804"},"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":"Sunil Kumar","raw_affiliation_strings":["Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India"],"raw_orcid":"https://orcid.org/0000-0002-0878-1804","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai, 601103, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5135387074"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48534501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"177","issue":null,"first_page":"115024","last_page":"115024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9455999732017517,"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"}},"topics":[{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9455999732017517,"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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.01850000023841858,"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/T12427","display_name":"Metal Alloys Wear and Properties","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machinability","display_name":"Machinability","score":0.8848000168800354},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"Surface roughness","score":0.6643999814987183},{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.6485999822616577},{"id":"https://openalex.org/keywords/lubrication","display_name":"Lubrication","score":0.6384999752044678},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.5756000280380249},{"id":"https://openalex.org/keywords/carbide","display_name":"Carbide","score":0.517300009727478},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.41850000619888306},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.412200003862381},{"id":"https://openalex.org/keywords/tool-steel","display_name":"Tool steel","score":0.3864000141620636}],"concepts":[{"id":"https://openalex.org/C2775926494","wikidata":"https://www.wikidata.org/wiki/Q192034","display_name":"Machinability","level":3,"score":0.8848000168800354},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6643999814987183},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.6485999822616577},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6452999711036682},{"id":"https://openalex.org/C184608416","wikidata":"https://www.wikidata.org/wiki/Q1455803","display_name":"Lubrication","level":2,"score":0.6384999752044678},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.5756000280380249},{"id":"https://openalex.org/C5335593","wikidata":"https://www.wikidata.org/wiki/Q241906","display_name":"Carbide","level":2,"score":0.517300009727478},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.4593999981880188},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.453900009393692},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.41850000619888306},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.412200003862381},{"id":"https://openalex.org/C2776001022","wikidata":"https://www.wikidata.org/wiki/Q537460","display_name":"Tool steel","level":2,"score":0.3864000141620636},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3714999854564667},{"id":"https://openalex.org/C150077022","wikidata":"https://www.wikidata.org/wiki/Q3136137","display_name":"Response surface methodology","level":2,"score":0.36059999465942383},{"id":"https://openalex.org/C2778530986","wikidata":"https://www.wikidata.org/wiki/Q5457948","display_name":"Flatness (cosmology)","level":3,"score":0.33559998869895935},{"id":"https://openalex.org/C2778267616","wikidata":"https://www.wikidata.org/wiki/Q5655886","display_name":"Hardened steel","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C2779851234","wikidata":"https://www.wikidata.org/wiki/Q50690","display_name":"Oxide","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C2780383046","wikidata":"https://www.wikidata.org/wiki/Q1760958","display_name":"Cutting tool","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2912999987602234},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C26771246","wikidata":"https://www.wikidata.org/wiki/Q321095","display_name":"Scanning electron microscope","level":2,"score":0.2897999882698059},{"id":"https://openalex.org/C115537861","wikidata":"https://www.wikidata.org/wiki/Q7645993","display_name":"Surface modification","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.2768999934196472},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.26260000467300415},{"id":"https://openalex.org/C161126747","wikidata":"https://www.wikidata.org/wiki/Q5910909","display_name":"Hot work","level":3,"score":0.2624000012874603},{"id":"https://openalex.org/C2779715934","wikidata":"https://www.wikidata.org/wiki/Q1413990","display_name":"Cemented carbide","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C2779952096","wikidata":"https://www.wikidata.org/wiki/Q8194616","display_name":"End mill","level":3,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.115024","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115024","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":[{"score":0.40483492612838745,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.401920884847641,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1990351237","https://openalex.org/W2030740797","https://openalex.org/W2042055293","https://openalex.org/W2311088380","https://openalex.org/W2418354247","https://openalex.org/W2460230943","https://openalex.org/W2982302998","https://openalex.org/W3000101701","https://openalex.org/W3009058068","https://openalex.org/W3010054894","https://openalex.org/W3040135917","https://openalex.org/W3095807143","https://openalex.org/W3193243551","https://openalex.org/W4205347969","https://openalex.org/W4296488344","https://openalex.org/W4306726700","https://openalex.org/W4308933701","https://openalex.org/W4310071134","https://openalex.org/W4313188544","https://openalex.org/W4318476651","https://openalex.org/W4321105147","https://openalex.org/W4323854564","https://openalex.org/W4360946650","https://openalex.org/W4366529401","https://openalex.org/W4383068565","https://openalex.org/W4385811118","https://openalex.org/W4386197888","https://openalex.org/W4386997209","https://openalex.org/W4387184765","https://openalex.org/W4387494240","https://openalex.org/W4388288461","https://openalex.org/W4388591927","https://openalex.org/W4389635699","https://openalex.org/W4390707822","https://openalex.org/W4390713918","https://openalex.org/W4391074428","https://openalex.org/W4391123242","https://openalex.org/W4391174116","https://openalex.org/W4391470865","https://openalex.org/W4392646858","https://openalex.org/W4392714049","https://openalex.org/W4393190319","https://openalex.org/W4399295244","https://openalex.org/W4399518907","https://openalex.org/W4401059352","https://openalex.org/W4402827685","https://openalex.org/W4403242264","https://openalex.org/W4404121245","https://openalex.org/W4404416724","https://openalex.org/W4405530526","https://openalex.org/W4406800739","https://openalex.org/W4410299572","https://openalex.org/W4411018607","https://openalex.org/W4411036631","https://openalex.org/W4414104118","https://openalex.org/W4414748727"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-05-06T00:00:00"}