{"id":"https://openalex.org/W3133807094","doi":"https://doi.org/10.1007/s00500-021-05641-4","title":"Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system","display_name":"Integrating virtual sample generation with input-training neural network for solving small sample size problems: application to purified terephthalic acid solvent system","publication_year":2021,"publication_date":"2021-02-27","ids":{"openalex":"https://openalex.org/W3133807094","doi":"https://doi.org/10.1007/s00500-021-05641-4","mag":"3133807094"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-021-05641-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-05641-4","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5017502954","display_name":"Zhong-Sheng Chen","orcid":"https://orcid.org/0000-0001-9659-0751"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhong-Sheng Chen","raw_affiliation_strings":["College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA","Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China"],"raw_orcid":"https://orcid.org/0000-0001-9659-0751","affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054385364","display_name":"Qunxiong Zhu","orcid":"https://orcid.org/0000-0002-2719-0516"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qun-Xiong Zhu","raw_affiliation_strings":["College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612564","display_name":"Yuan Xu","orcid":"https://orcid.org/0000-0003-1828-8244"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Xu","raw_affiliation_strings":["College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045331954","display_name":"Yan\u2010Lin He","orcid":"https://orcid.org/0000-0001-9999-3679"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-Lin He","raw_affiliation_strings":["College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science & Technology, Beijing University of Chemical Technology, Beijing, 100029, China","institution_ids":["https://openalex.org/I75390827"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent PSE, Ministry of Education of China, Beijing, 100029, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108688529","display_name":"Qinglin Su","orcid":"https://orcid.org/0009-0008-2125-9616"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing-Lin Su","raw_affiliation_strings":["Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004423544","display_name":"Yiqing C. Liu","orcid":"https://orcid.org/0000-0002-6175-0636"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiqing C. Liu","raw_affiliation_strings":["Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057438733","display_name":"Zolt\u00e1n K. Nagy","orcid":"https://orcid.org/0000-0003-4787-6678"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zoltan K. Nagy","raw_affiliation_strings":["Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907, USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054385364"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I75390827"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.294,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91965123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"25","issue":"8","first_page":"6489","last_page":"6504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T14351","display_name":"Statistical and Computational Modeling","score":0.9620000123977661,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.6869685649871826},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6068812012672424},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5795561075210571},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5450494885444641},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5376352667808533},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5318244099617004},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5295249819755554},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5160071849822998},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4754709303379059},{"id":"https://openalex.org/keywords/sinc-function","display_name":"Sinc function","score":0.46339136362075806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869685649871826},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6068812012672424},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5795561075210571},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5450494885444641},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5376352667808533},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5318244099617004},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5295249819755554},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5160071849822998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4754709303379059},{"id":"https://openalex.org/C152303783","wikidata":"https://www.wikidata.org/wiki/Q855949","display_name":"Sinc function","level":2,"score":0.46339136362075806},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-021-05641-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-021-05641-4","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5799999833106995}],"awards":[{"id":"https://openalex.org/G1663051780","display_name":null,"funder_award_id":"JD1708","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2174988415","display_name":"\u590d\u6742\u8fc7\u7a0b\u7cfb\u7edf\u865a\u62df\u6837\u672c\u751f\u6210\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61973024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4349696844","display_name":null,"funder_award_id":"61703027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5348053237","display_name":"\u4e0d\u5e73\u8861\u5c0f\u6837\u672c\u6570\u636e\u4e0b\u590d\u6742\u77f3\u5316\u5de5\u4e1a\u5371\u5316\u54c1\u707e\u5bb3\u98ce\u9669\u6f14\u5316\u9884\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61973022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W74155014","https://openalex.org/W1636811490","https://openalex.org/W1980648911","https://openalex.org/W1982456419","https://openalex.org/W1992461476","https://openalex.org/W2010354425","https://openalex.org/W2030282973","https://openalex.org/W2058824260","https://openalex.org/W2085508983","https://openalex.org/W2094725012","https://openalex.org/W2107138773","https://openalex.org/W2108366251","https://openalex.org/W2119400998","https://openalex.org/W2133460687","https://openalex.org/W2167025280","https://openalex.org/W2335024046","https://openalex.org/W2343948866","https://openalex.org/W2490420619","https://openalex.org/W2533924129","https://openalex.org/W2552306791","https://openalex.org/W2554377014","https://openalex.org/W2563929255","https://openalex.org/W2575635117","https://openalex.org/W2605315194","https://openalex.org/W2612410768","https://openalex.org/W2692415540","https://openalex.org/W2739068048","https://openalex.org/W2762833825","https://openalex.org/W2765348226","https://openalex.org/W2768494233","https://openalex.org/W2789459286","https://openalex.org/W2796067692","https://openalex.org/W2800722845","https://openalex.org/W2888466235","https://openalex.org/W2895250764","https://openalex.org/W2896727370","https://openalex.org/W2908883246","https://openalex.org/W2941089296","https://openalex.org/W2975573752"],"related_works":["https://openalex.org/W1979693299","https://openalex.org/W2184738069","https://openalex.org/W2385915439","https://openalex.org/W582738879","https://openalex.org/W3212775635","https://openalex.org/W2376137830","https://openalex.org/W4283367777","https://openalex.org/W4389473778","https://openalex.org/W2314809861","https://openalex.org/W4309796328"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
