{"id":"https://openalex.org/W4396237201","doi":"https://doi.org/10.1016/j.apenergy.2024.123257","title":"Machine learning-based screening of fuel properties for SI and CI engines using a hybrid group extraction method","display_name":"Machine learning-based screening of fuel properties for SI and CI engines using a hybrid group extraction method","publication_year":2024,"publication_date":"2024-04-29","ids":{"openalex":"https://openalex.org/W4396237201","doi":"https://doi.org/10.1016/j.apenergy.2024.123257"},"language":"en","primary_location":{"id":"doi:10.1016/j.apenergy.2024.123257","doi":"https://doi.org/10.1016/j.apenergy.2024.123257","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.apenergy.2024.123257","pdf_url":null,"source":{"id":"https://openalex.org/S109565702","display_name":"Applied Energy","issn_l":"0306-2619","issn":["0306-2619","1872-9118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"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":"Applied Energy","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4677472","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112531420","display_name":"Yong Chen","orcid":"https://orcid.org/0000-0001-6689-8923","observed_orcids":["https://orcid.org/0000-0001-6689-8923"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Chen","raw_affiliation_strings":["State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100997404","display_name":"Zunqing Zheng","orcid":"https://orcid.org/0009-0004-5052-5718","observed_orcids":["https://orcid.org/0009-0004-5052-5718"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zunqing Zheng","raw_affiliation_strings":["State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108319399","display_name":"Zhiyuan Lu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Lu","raw_affiliation_strings":["State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401024","display_name":"Hu Wang","orcid":"https://orcid.org/0000-0002-7486-4763","observed_orcids":["https://orcid.org/0000-0002-7486-4763"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hu Wang","raw_affiliation_strings":["Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China","State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101623215","display_name":"Changhui Wang","orcid":"https://orcid.org/0000-0001-5505-7846","observed_orcids":["https://orcid.org/0000-0001-5505-7846"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changhui Wang","raw_affiliation_strings":["Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110438883","display_name":"Xing\u2010Yu Sun","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xingyu Sun","raw_affiliation_strings":["Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086634620","display_name":"Linxun Xu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linxun Xu","raw_affiliation_strings":["Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Chambroad New Energy Co., Ltd., Binzhou 256500, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065939686","display_name":"Mingfa Yao","orcid":"https://orcid.org/0000-0002-7293-8714","observed_orcids":["https://orcid.org/0000-0002-7293-8714"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingfa Yao","raw_affiliation_strings":["State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100401024"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":{"value":4300,"currency":"USD","value_usd":4300},"apc_paid":null,"fwci":1.2251,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.76665337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"366","issue":null,"first_page":"123257","last_page":"123257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.5512999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.5512999892234802,"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"}},{"id":"https://openalex.org/T10117","display_name":"Advanced Combustion Engine Technologies","score":0.4203999936580658,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuel-property-prediction","display_name":"fuel property prediction","score":0.8700000047683716},{"id":"https://openalex.org/keywords/fuel-design","display_name":"fuel design","score":0.6299999952316284},{"id":"https://openalex.org/keywords/structural-descriptors","display_name":"structural descriptors","score":0.5960000157356262},{"id":"https://openalex.org/keywords/physicochemical-properties","display_name":"physicochemical properties","score":0.8199999928474426},{"id":"https://openalex.org/keywords/cetane-number","display_name":"cetane number","score":0.7549999952316284},{"id":"https://openalex.org/keywords/octane-number","display_name":"octane number","score":0.9350000023841858},{"id":"https://openalex.org/keywords/melting-and-boiling-points","display_name":"melting and boiling points","score":0.5329999923706055},{"id":"https://openalex.org/keywords/viscosity","display_name":"viscosity","score":0.6650000214576721},{"id":"https://openalex.org/keywords/lower-heating-value","display_name":"lower heating value","score":0.6209999918937683},{"id":"https://openalex.org/keywords/machine-learning-screening","display_name":"machine learning screening","score":0.6029999852180481},{"id":"https://openalex.org/keywords/spark-ignition-engine","display_name":"spark ignition engine","score":0.9150000214576721},{"id":"https://openalex.org/keywords/compression-ignition-engine","display_name":"compression ignition engine","score":0.9769999980926514}],"concepts":[{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.613792359828949},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.5821588635444641},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38102883100509644},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.35850876569747925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35680705308914185},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3287661671638489},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.24770775437355042},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.22715124487876892},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.1765216886997223}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.apenergy.2024.123257","doi":"https://doi.org/10.1016/j.apenergy.2024.123257","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.apenergy.2024.123257","pdf_url":null,"source":{"id":"https://openalex.org/S109565702","display_name":"Applied Energy","issn_l":"0306-2619","issn":["0306-2619","1872-9118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"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":"Applied Energy","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4677472","doi":"https://doi.org/10.2139/ssrn.4677472","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4677472","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:RePEc:eee:appene:v:366:y:2024:i:c:s0306261924006408","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0306261924006408","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4677472","doi":"https://doi.org/10.2139/ssrn.4677472","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4677472","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4000000059604645,"display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1970744134","https://openalex.org/W1975772637","https://openalex.org/W1979275139","https://openalex.org/W1982064167","https://openalex.org/W1987048598","https://openalex.org/W1992514890","https://openalex.org/W2009753156","https://openalex.org/W2011895637","https://openalex.org/W2022086768","https://openalex.org/W2023754002","https://openalex.org/W2041901933","https://openalex.org/W2047909810","https://openalex.org/W2056139823","https://openalex.org/W2057873614","https://openalex.org/W2060952824","https://openalex.org/W2077484885","https://openalex.org/W2081936482","https://openalex.org/W2087269753","https://openalex.org/W2121571028","https://openalex.org/W2134473756","https://openalex.org/W2144597612","https://openalex.org/W2157509187","https://openalex.org/W2245536351","https://openalex.org/W2287775563","https://openalex.org/W2313053121","https://openalex.org/W2314338165","https://openalex.org/W2317696202","https://openalex.org/W2473731248","https://openalex.org/W2482200421","https://openalex.org/W2509843631","https://openalex.org/W2510978620","https://openalex.org/W2519619519","https://openalex.org/W2524604368","https://openalex.org/W2606323819","https://openalex.org/W2736643800","https://openalex.org/W2757320183","https://openalex.org/W2783086568","https://openalex.org/W2783739727","https://openalex.org/W2786216174","https://openalex.org/W2794496898","https://openalex.org/W2796261293","https://openalex.org/W2796315767","https://openalex.org/W2897003553","https://openalex.org/W2900671773","https://openalex.org/W2902702130","https://openalex.org/W2904459666","https://openalex.org/W2948730873","https://openalex.org/W2964344211","https://openalex.org/W2995800125","https://openalex.org/W3033476889","https://openalex.org/W3041692594","https://openalex.org/W3045780021","https://openalex.org/W3089175461","https://openalex.org/W3094703165","https://openalex.org/W3177627545","https://openalex.org/W3216449647","https://openalex.org/W4223977474","https://openalex.org/W4226166856","https://openalex.org/W4244392748","https://openalex.org/W4290725475","https://openalex.org/W4309836242","https://openalex.org/W4375950902","https://openalex.org/W4398542038","https://openalex.org/W6784886717","https://openalex.org/W6869208580"],"related_works":["https://openalex.org/W4390285419","https://openalex.org/W4391775099","https://openalex.org/W3184249456","https://openalex.org/W4413223414","https://openalex.org/W7017540922","https://openalex.org/W4411162357","https://openalex.org/W3199991298","https://openalex.org/W4407742988","https://openalex.org/W4404870047","https://openalex.org/W3172646413"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-04-30T00:00:00"}