{"id":"https://openalex.org/W4400516035","doi":"https://doi.org/10.1002/fsn3.4300","title":"A comparative study on bath and horn ultrasound\u2010assisted modification of bentonite and their effects on the bleaching efficiency of soybean and sunflower oil: Machine learning as a new approach for mathematical modeling","display_name":"A comparative study on bath and horn ultrasound\u2010assisted modification of bentonite and their effects on the bleaching efficiency of soybean and sunflower oil: Machine learning as a new approach for mathematical modeling","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4400516035","doi":"https://doi.org/10.1002/fsn3.4300","pmid":"https://pubmed.ncbi.nlm.nih.gov/39554347","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11561808"},"language":"en","primary_location":{"id":"doi:10.1002/fsn3.4300","doi":"https://doi.org/10.1002/fsn3.4300","is_oa":true,"landing_page_url":"https://doi.org/10.1002/fsn3.4300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/fsn3.4300","source":{"id":"https://openalex.org/S2764587058","display_name":"Food Science & Nutrition","issn_l":"2048-7177","issn":["2048-7177"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Food Science & Nutrition","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/fsn3.4300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015541503","display_name":"Elahe Abedi","orcid":"https://orcid.org/0000-0003-3574-9786","observed_orcids":["https://orcid.org/0000-0003-3574-9786"]},"institutions":[{"id":"https://openalex.org/I4400600978","display_name":"Fasa University","ror":"https://ror.org/03a77cf20","country_code":"IR","type":"education","lineage":["https://openalex.org/I4400600978"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Elahe Abedi","raw_affiliation_strings":["Department of Food Science and Technology, Faculty of Agriculture Fasa University  Fasa Iran"],"raw_orcid":"https://orcid.org/0000-0003-3574-9786","affiliations":[{"raw_affiliation_string":"Department of Food Science and Technology, Faculty of Agriculture Fasa University  Fasa Iran","institution_ids":["https://openalex.org/I4400600978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003512559","display_name":"Mehran Sayadi","orcid":"https://orcid.org/0000-0002-7761-361X","observed_orcids":["https://orcid.org/0000-0002-7761-361X"]},"institutions":[{"id":"https://openalex.org/I4210161235","display_name":"Fasa University of Medical Sciences","ror":"https://ror.org/05bh0zx16","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210161235"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mehran Sayadi","raw_affiliation_strings":["Department of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences  Fasa Iran"],"raw_orcid":"https://orcid.org/0000-0002-7761-361X","affiliations":[{"raw_affiliation_string":"Department of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences  Fasa Iran","institution_ids":["https://openalex.org/I4210161235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072669320","display_name":"Maryam Mousavifard","orcid":"https://orcid.org/0000-0002-4916-8520","observed_orcids":["https://orcid.org/0000-0002-4916-8520"]},"institutions":[{"id":"https://openalex.org/I4400600978","display_name":"Fasa University","ror":"https://ror.org/03a77cf20","country_code":"IR","type":"education","lineage":["https://openalex.org/I4400600978"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Maryam Mousavifard","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering Fasa University  Fasa Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering Fasa University  Fasa Iran","institution_ids":["https://openalex.org/I4400600978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009310621","display_name":"Farzad Roshanzamir","orcid":"https://orcid.org/0000-0002-1662-0808","observed_orcids":["https://orcid.org/0000-0002-1662-0808"]},"institutions":[{"id":"https://openalex.org/I4210161235","display_name":"Fasa University of Medical Sciences","ror":"https://ror.org/05bh0zx16","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210161235"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farzad Roshanzamir","raw_affiliation_strings":["Department of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences  Fasa Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Food Safety and Hygiene, School of Health Fasa University of Medical Sciences  Fasa Iran","institution_ids":["https://openalex.org/I4210161235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003512559","https://openalex.org/A5072669320"],"corresponding_institution_ids":["https://openalex.org/I4210161235","https://openalex.org/I4400600978"],"apc_list":{"value":3460,"currency":"USD","value_usd":3460},"apc_paid":{"value":3460,"currency":"USD","value_usd":3460},"fwci":1.3385,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.74854772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"12","issue":"9","first_page":"6752","last_page":"6771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11842","display_name":"Ultrasound and Cavitation Phenomena","score":0.4377000033855438,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11842","display_name":"Ultrasound and Cavitation Phenomena","score":0.4377000033855438,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10909","display_name":"Edible Oils Quality and Analysis","score":0.10939999669790268,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11455","display_name":"Microbial Inactivation Methods","score":0.041600000113248825,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bentonite","display_name":"bentonite","score":0.9229999780654907},{"id":"https://openalex.org/keywords/bleaching-clay","display_name":"bleaching clay","score":0.8899999856948853},{"id":"https://openalex.org/keywords/soybean-oil","display_name":"soybean oil","score":0.6150000095367432},{"id":"https://openalex.org/keywords/sunflower-oil","display_name":"sunflower oil","score":1.0},{"id":"https://openalex.org/keywords/oil-bleaching","display_name":"oil bleaching","score":0.8519999980926514},{"id":"https://openalex.org/keywords/specific-surface-area","display_name":"specific surface area","score":0.6840000152587891},{"id":"https://openalex.org/keywords/pore-size-distribution","display_name":"pore size distribution","score":0.8240000009536743},{"id":"https://openalex.org/keywords/adsorption-capacity","display_name":"adsorption capacity","score":0.8199999928474426},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.7620000243186951},{"id":"https://openalex.org/keywords/machine-learning-regression","display_name":"machine learning regression","score":0.7239999771118164},{"id":"https://openalex.org/keywords/feedforward-neural-networks","display_name":"feedforward neural networks","score":0.7229999899864197},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.8930000066757202},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9739999771118164},{"id":"https://openalex.org/keywords/extreme-gradient-boosting","display_name":"extreme gradient boosting","score":0.6959999799728394},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"gradient boosting","score":0.9490000009536743},{"id":"https://openalex.org/keywords/response-surface-methodology","display_name":"response surface methodology","score":0.7549999952316284},{"id":"https://openalex.org/keywords/oil-color","display_name":"oil color","score":0.5450000166893005},{"id":"https://openalex.org/keywords/pigment-degradation","display_name":"pigment degradation","score":0.8840000033378601},{"id":"https://openalex.org/keywords/ultrasonic-power","display_name":"ultrasonic power","score":0.847000002861023},{"id":"https://openalex.org/keywords/ultrasonic-time","display_name":"ultrasonic time","score":0.38100001215934753}],"concepts":[{"id":"https://openalex.org/C2777979977","wikidata":"https://www.wikidata.org/wiki/Q380149","display_name":"Bentonite","level":2,"score":0.6154890060424805},{"id":"https://openalex.org/C2780556605","wikidata":"https://www.wikidata.org/wiki/Q94787","display_name":"Sunflower oil","level":2,"score":0.6012030839920044},{"id":"https://openalex.org/C2779197568","wikidata":"https://www.wikidata.org/wiki/Q423986","display_name":"Sunflower","level":2,"score":0.544529378414154},{"id":"https://openalex.org/C152076505","wikidata":"https://www.wikidata.org/wiki/Q1126540","display_name":"French horn","level":2,"score":0.528132975101471},{"id":"https://openalex.org/C2779885280","wikidata":"https://www.wikidata.org/wiki/Q926892","display_name":"Soybean oil","level":2,"score":0.49076685309410095},{"id":"https://openalex.org/C528095902","wikidata":"https://www.wikidata.org/wiki/Q2283886","display_name":"Pulp and paper industry","level":1,"score":0.4254695475101471},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3646788001060486},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.34545665979385376},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.25756752490997314},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24662423133850098},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1793716847896576},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.1661015748977661},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.12900903820991516},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11003574728965759}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1002/fsn3.4300","doi":"https://doi.org/10.1002/fsn3.4300","is_oa":true,"landing_page_url":"https://doi.org/10.1002/fsn3.4300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/fsn3.4300","source":{"id":"https://openalex.org/S2764587058","display_name":"Food Science & Nutrition","issn_l":"2048-7177","issn":["2048-7177"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Food Science & Nutrition","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11561808","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11561808","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11561808/pdf/FSN3-12-6752.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Food Sci Nutr","raw_type":"Text"},{"id":"pmid:39554347","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39554347","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Food science & nutrition","raw_type":"Journal Article"},{"id":"pmh:oai:frl.publisso.de:frl:6489376","doi":null,"is_oa":true,"landing_page_url":"https://repository.publisso.de/resource/frl:6489376","pdf_url":"https://repository.publisso.de/resource/frl:6489377/data","source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Food Science & Nutrition, 12(9):6752-6771","raw_type":"Zeitschriftenartikel"}],"best_oa_location":{"id":"doi:10.1002/fsn3.4300","doi":"https://doi.org/10.1002/fsn3.4300","is_oa":true,"landing_page_url":"https://doi.org/10.1002/fsn3.4300","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/fsn3.4300","source":{"id":"https://openalex.org/S2764587058","display_name":"Food Science & Nutrition","issn_l":"2048-7177","issn":["2048-7177"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Food Science & Nutrition","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400516035.pdf","grobid_xml":"https://content.openalex.org/works/W4400516035.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W159436435","https://openalex.org/W265354659","https://openalex.org/W1508343616","https://openalex.org/W1984940648","https://openalex.org/W2007746975","https://openalex.org/W2022834640","https://openalex.org/W2025676647","https://openalex.org/W2047723763","https://openalex.org/W2048570572","https://openalex.org/W2057125714","https://openalex.org/W2067042195","https://openalex.org/W2075873798","https://openalex.org/W2076063813","https://openalex.org/W2085702995","https://openalex.org/W2085855991","https://openalex.org/W2090872781","https://openalex.org/W2112093930","https://openalex.org/W2113237871","https://openalex.org/W2115456839","https://openalex.org/W2122347864","https://openalex.org/W2131241448","https://openalex.org/W2144567071","https://openalex.org/W2185932763","https://openalex.org/W2366753353","https://openalex.org/W2416782259","https://openalex.org/W2429698142","https://openalex.org/W2725149217","https://openalex.org/W2758908936","https://openalex.org/W2780646762","https://openalex.org/W2803116794","https://openalex.org/W2884770867","https://openalex.org/W2885948040","https://openalex.org/W2934599455","https://openalex.org/W2941416737","https://openalex.org/W2947559617","https://openalex.org/W2952668074","https://openalex.org/W2955161446","https://openalex.org/W2984960739","https://openalex.org/W3027708636","https://openalex.org/W3039617216","https://openalex.org/W3081426136","https://openalex.org/W3081692890","https://openalex.org/W3092354022","https://openalex.org/W3092776813","https://openalex.org/W3112132189","https://openalex.org/W3122023070","https://openalex.org/W3128013506","https://openalex.org/W3134396675","https://openalex.org/W3159060255","https://openalex.org/W3167750881","https://openalex.org/W3208544874","https://openalex.org/W4200121270","https://openalex.org/W4200579912","https://openalex.org/W4213243133","https://openalex.org/W4220949458","https://openalex.org/W4236362309","https://openalex.org/W4238746485","https://openalex.org/W4242793094","https://openalex.org/W4280631968","https://openalex.org/W4296970127","https://openalex.org/W4297769732","https://openalex.org/W4306940456","https://openalex.org/W4307850750","https://openalex.org/W4309693717","https://openalex.org/W4311302651","https://openalex.org/W4361026558","https://openalex.org/W4386377005","https://openalex.org/W4387117803","https://openalex.org/W4398146575","https://openalex.org/W4399647672"],"related_works":["https://openalex.org/W2115456839","https://openalex.org/W2366753353","https://openalex.org/W2022834640","https://openalex.org/W4404843696","https://openalex.org/W1632642204","https://openalex.org/W2381770502","https://openalex.org/W2429698142","https://openalex.org/W4403904994","https://openalex.org/W2031088934","https://openalex.org/W4387471353"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2],"study,":[3],"the":[4,36,42,141,186,214,219,224,234,261,267,270,281,295,307,326],"effect":[5],"of":[6,29,151,188,223,255,269,283,309,328],"high\u2010power":[7],"bath":[8,284],"and":[9,24,76,117,132,171,176,196,210,221,248,263,312,315,339],"horn":[10,125],"ultrasound":[11,285],"at":[12],"different":[13],"powers":[14],"on":[15],"specific":[16],"surface":[17,180],"area":[18],"(SBET),":[19],"total":[20],"pore":[21,26,86],"volume":[22,27],"(Vtotal),":[23],"average":[25],"(Dave)":[28,88],"bleaching":[30,37,96,127,144,215,310,329],"clay":[31,38,97,128,311,330],"was":[32,303,318,323,331],"examined.":[33],"After":[34],"subjecting":[35],"to":[39,54,98,139,242,246,273,305],"ultrasonication":[40],"treatment,":[41],"SBET":[43,131],"values":[44,265],"demonstrated":[45],"an":[46],"escalation":[47],"from":[48,90],"31.4":[49],"\u00b1":[50,56,63,70,78,92,100,106,112,119],"2.7":[51],"m2":[52,58,65,72,80],"g\u22121":[53,59,66,73,81],"59.8":[55],"3.1":[57],"for":[60,67,74,82,290,336,341],"HU200BC,":[61,104],"143.8":[62],"3.9":[64],"HU400BC,":[68,110],"54.4":[69],"3.6":[71],"BU400BC,":[75,116],"137.5":[77],"2.8":[79],"BU800BC.":[83,123],"The":[84,226,257],"mean":[85,251],"diameter":[87],"declined":[89],"29.7":[91],"0.14":[93,113],"nm":[94,102,108,114,121],"in":[95,103,109,115,122,232,299],"11.3":[99],"0.13":[101],"8.3":[105],"0.12":[107,120],"16.7":[111],"9.6":[118],"Therefore,":[124],"ultrasound\u2010treated":[126],"significantly":[129],"increased":[130],"Vtotal,":[133],"indicating":[134],"improved":[135],"adsorption":[136],"capacity.":[137],"Moreover,":[138],"establish":[140],"relationship":[142],"between":[143,191,260],"parameters,":[145,193],"seven":[146],"multi\u2010output":[147],"ML":[148,183],"regression":[149],"models":[150],"Feedforward":[152],"Neural":[153],"Network":[154],"(FNN),":[155],"Random":[156],"Forest":[157],"(RF),":[158],"Support":[159],"Vector":[160],"Regression":[161],"(SVR),":[162],"Multi\u2010Task":[163],"Lasso,":[164],"Ridge":[165],"regression,":[166],"Extreme":[167],"Gradient":[168,172],"Boosting":[169,173],"(XGBoost),":[170],"are":[174],"used,":[175],"compared":[177,319],"with":[178,237,301,320],"response":[179],"methodology":[181],"(RSM).":[182],"has":[184],"revolutionized":[185],"understanding":[187],"complex":[189],"relationships":[190],"ultrasonic":[192,208],"oil":[194,292,338],"color,":[195],"pigment":[197],"degradation,":[198],"providing":[199],"insights":[200],"into":[201],"how":[202],"various":[203],"factors":[204],"such":[205],"as":[206,286],"temperature,":[207],"power,":[209],"time":[211],"can":[212],"influence":[213],"process,":[216],"ultimately":[217],"enhancing":[218],"efficiency":[220],"precision":[222],"treatment.":[225],"XGBoost":[227,271,302],"model":[228,272],"showed":[229],"outstanding":[230],"performance":[231,317],"predicting":[233],"target":[235],"variables":[236],"a":[238,249,287],"high":[239],"R2\u2010train":[240],"up":[241,245],"1,":[243],"R2\u2010test":[244],".983,":[247],"minimum":[250],"absolute":[252],"error":[253,259],"(MAE)":[254],"0.498.":[256],"lower":[258],"predicted":[262],"experimental":[264],"implies":[266],"superiority":[268],"predict":[274],"outcomes":[275],"rather":[276],"than":[277],"RSM.":[278,321],"It":[279,322],"represents":[280],"suitability":[282],"mild":[288],"condition":[289],"low\u2010pigmented":[291],"bleaching.":[293],"Finally,":[294],"Bayesian":[296],"optimization":[297],"method":[298],"conjunction":[300],"used":[304],"optimize":[306],"amount":[308],"energy":[313],"consumption,":[314],"its":[316],"observed":[324],"that":[325],"consumption":[327],"reduced":[332],"by":[333],"approximately":[334],"60%":[335],"sunflower":[337],"30%\u201335%":[340],"soybean":[342],"oil.":[343]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2024-07-11T00:00:00"}