Machine learning-driven multi-objective optimization of Dunaliella salina cultivation for enhanced biomass and β-carotene production.
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| Title: | Machine learning-driven multi-objective optimization of Dunaliella salina cultivation for enhanced biomass and β-carotene production. |
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| Authors: | Tang J; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China., Zhang Z; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China., Wang J; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China., Kong F; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China., Chi Z; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China. Electronic address: chizhy@dlut.edu.cn. |
| Source: | Bioresource technology [Bioresour Technol] 2026 Apr; Vol. 446, pp. 134182. Date of Electronic Publication: 2026 Feb 09. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Applied Science Country of Publication: England NLM ID: 9889523 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-2976 (Electronic) Linking ISSN: 09608524 NLM ISO Abbreviation: Bioresour Technol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41672319 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine learning-driven multi-objective optimization of Dunaliella salina cultivation for enhanced biomass and β-carotene production. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Tang+J%22">Tang J</searchLink>; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Z%22">Zhang Z</searchLink>; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China.<br /><searchLink fieldCode="AU" term="%22Kong+F%22">Kong F</searchLink>; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China.<br /><searchLink fieldCode="AU" term="%22Chi+Z%22">Chi Z</searchLink>; MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning 116024, China. Electronic address: chizhy@dlut.edu.cn. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229889523%22">Bioresource technology</searchLink> [Bioresour Technol] 2026 Apr; Vol. 446, pp. 134182. <i>Date of Electronic Publication: </i>2026 Feb 09. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Applied+Science%22">Elsevier Applied Science </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9889523 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-2976 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209608524%22">09608524 </searchLink><i>NLM ISO Abbreviation: </i>Bioresour Technol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41672319 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.biortech.2026.134182 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 134182 Titles: – TitleFull: Machine learning-driven multi-objective optimization of Dunaliella salina cultivation for enhanced biomass and β-carotene production. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Tang J – PersonEntity: Name: NameFull: Zhang Z – PersonEntity: Name: NameFull: Wang J – PersonEntity: Name: NameFull: Kong F – PersonEntity: Name: NameFull: Chi Z IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: 2026 Apr Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1873-2976 Numbering: – Type: volume Value: 446 Titles: – TitleFull: Bioresource technology Type: main |
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