{"id":"https://openalex.org/W4309490535","doi":"https://doi.org/10.1007/s00521-022-08030-6","title":"Prediction of temperature separation of a nitrogen-driven vortex tube with linear, kNN, SVM, and RF regression models","display_name":"Prediction of temperature separation of a nitrogen-driven vortex tube with linear, kNN, SVM, and RF regression models","publication_year":2022,"publication_date":"2022-11-18","ids":{"openalex":"https://openalex.org/W4309490535","doi":"https://doi.org/10.1007/s00521-022-08030-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-08030-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-08030-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5006069010","display_name":"H\u00fcseyin Kaya","orcid":"https://orcid.org/0000-0003-0575-0161"},"institutions":[{"id":"https://openalex.org/I254571519","display_name":"Bartin University","ror":"https://ror.org/03te4vd35","country_code":"TR","type":"education","lineage":["https://openalex.org/I254571519"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"H\u00fcseyin Kaya","raw_affiliation_strings":["Faculty of Engineering, Architecture and Design, Mechanical Engineering, Bartin University, 74100, Bartin, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Architecture and Design, Mechanical Engineering, Bartin University, 74100, Bartin, Turkey","institution_ids":["https://openalex.org/I254571519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066907575","display_name":"Evrim G\u00fcler","orcid":"https://orcid.org/0000-0002-7226-4748"},"institutions":[{"id":"https://openalex.org/I254571519","display_name":"Bartin University","ror":"https://ror.org/03te4vd35","country_code":"TR","type":"education","lineage":["https://openalex.org/I254571519"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Evrim Guler","raw_affiliation_strings":["Faculty of Engineering, Architecture and Design, Computer Engineering, Bartin University, 74100, Bartin, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Architecture and Design, Computer Engineering, Bartin University, 74100, Bartin, Turkey","institution_ids":["https://openalex.org/I254571519"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049588683","display_name":"Volkan K\u0131rmac\u0131","orcid":"https://orcid.org/0000-0001-7076-1911"},"institutions":[{"id":"https://openalex.org/I254571519","display_name":"Bartin University","ror":"https://ror.org/03te4vd35","country_code":"TR","type":"education","lineage":["https://openalex.org/I254571519"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Volkan K\u0131rmac\u0131","raw_affiliation_strings":["Faculty of Engineering, Architecture and Design, Mechanical Engineering, Bartin University, 74100, Bartin, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7076-1911","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Architecture and Design, Mechanical Engineering, Bartin University, 74100, Bartin, Turkey","institution_ids":["https://openalex.org/I254571519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049588683"],"corresponding_institution_ids":["https://openalex.org/I254571519"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4929,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80114962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"35","issue":"8","first_page":"6281","last_page":"6291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13640","display_name":"Ranque-Hilsch vortex tube","score":0.9995999932289124,"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/T13640","display_name":"Ranque-Hilsch vortex tube","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7392678260803223},{"id":"https://openalex.org/keywords/vortex-tube","display_name":"Vortex tube","score":0.573962926864624},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5734467506408691},{"id":"https://openalex.org/keywords/thermal-conductivity","display_name":"Thermal conductivity","score":0.5252494215965271},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4608359932899475},{"id":"https://openalex.org/keywords/nozzle","display_name":"Nozzle","score":0.45593541860580444},{"id":"https://openalex.org/keywords/separation","display_name":"Separation (statistics)","score":0.4353027045726776},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3171614408493042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30150043964385986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26109111309051514},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2188328504562378},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.19147172570228577},{"id":"https://openalex.org/keywords/vortex","display_name":"Vortex","score":0.18038028478622437},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15051981806755066},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.09435790777206421}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7392678260803223},{"id":"https://openalex.org/C200902532","wikidata":"https://www.wikidata.org/wiki/Q1699956","display_name":"Vortex tube","level":3,"score":0.573962926864624},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5734467506408691},{"id":"https://openalex.org/C97346530","wikidata":"https://www.wikidata.org/wiki/Q487005","display_name":"Thermal conductivity","level":2,"score":0.5252494215965271},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4608359932899475},{"id":"https://openalex.org/C56200935","wikidata":"https://www.wikidata.org/wiki/Q250840","display_name":"Nozzle","level":2,"score":0.45593541860580444},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.4353027045726776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3171614408493042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30150043964385986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26109111309051514},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2188328504562378},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.19147172570228577},{"id":"https://openalex.org/C140820882","wikidata":"https://www.wikidata.org/wiki/Q732722","display_name":"Vortex","level":2,"score":0.18038028478622437},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15051981806755066},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.09435790777206421}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-08030-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-08030-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1980395498","https://openalex.org/W1991729312","https://openalex.org/W2000291121","https://openalex.org/W2007342648","https://openalex.org/W2016418575","https://openalex.org/W2016859611","https://openalex.org/W2026057758","https://openalex.org/W2030438867","https://openalex.org/W2035039738","https://openalex.org/W2049741405","https://openalex.org/W2054819424","https://openalex.org/W2063757041","https://openalex.org/W2066083371","https://openalex.org/W2101664201","https://openalex.org/W2131689745","https://openalex.org/W2158994553","https://openalex.org/W2162879383","https://openalex.org/W2337576247","https://openalex.org/W2600798029","https://openalex.org/W2607281691","https://openalex.org/W2733535563","https://openalex.org/W2795646562","https://openalex.org/W2802769220","https://openalex.org/W2895147187","https://openalex.org/W2944236270","https://openalex.org/W2984960739","https://openalex.org/W3028860567","https://openalex.org/W3089616080","https://openalex.org/W3095440590","https://openalex.org/W4230452299"],"related_works":["https://openalex.org/W2360206036","https://openalex.org/W2086347189","https://openalex.org/W2377901036","https://openalex.org/W4327773545","https://openalex.org/W2884606178","https://openalex.org/W3179160715","https://openalex.org/W761656675","https://openalex.org/W3011610445","https://openalex.org/W2042243742","https://openalex.org/W3041199572"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-28T08:01:55.173337","created_date":"2025-10-10T00:00:00"}