A data augmentation method for lacustrine shale lithofacies classification based on a conditional diffusion probabilistic model: A case study from the Dongying Depression, Bohai Bay Basin, China.
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| Title: | A data augmentation method for lacustrine shale lithofacies classification based on a conditional diffusion probabilistic model: A case study from the Dongying Depression, Bohai Bay Basin, China. |
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| Authors: | Li, Gui-Ang1,2,3, Lin, Cheng-Yan1,2,3 lincy@upc.edu.cn, Dong, Chun-Mei1,2,3 lcydcm@upc.edu.cn, Ren, Li-Hua1,2,3 renlh@upc.edu.cn, Ma, Peng-Jie4, Wu, Yu-Qi1,2,3, Zhang, Guo-Yin1,2,3, Du, Xin-Yu5, Zhao, Zi-Ru1,2,3 |
| Source: | Petroleum Science (KeAi Communications Co.). Jun2026, Vol. 23 Issue 6, p3017-3036. 20p. |
| Database: | Academic Search Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194761893 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A data augmentation method for lacustrine shale lithofacies classification based on a conditional diffusion probabilistic model: A case study from the Dongying Depression, Bohai Bay Basin, China. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Li%2C+Gui-Ang%22">Li, Gui-Ang</searchLink><relatesTo>1,2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Lin%2C+Cheng-Yan%22">Lin, Cheng-Yan</searchLink><relatesTo>1,2,3</relatesTo><i> lincy@upc.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Dong%2C+Chun-Mei%22">Dong, Chun-Mei</searchLink><relatesTo>1,2,3</relatesTo><i> lcydcm@upc.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Ren%2C+Li-Hua%22">Ren, Li-Hua</searchLink><relatesTo>1,2,3</relatesTo><i> renlh@upc.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Ma%2C+Peng-Jie%22">Ma, Peng-Jie</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AR" term="%22Wu%2C+Yu-Qi%22">Wu, Yu-Qi</searchLink><relatesTo>1,2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Zhang%2C+Guo-Yin%22">Zhang, Guo-Yin</searchLink><relatesTo>1,2,3</relatesTo><br /><searchLink fieldCode="AR" term="%22Du%2C+Xin-Yu%22">Du, Xin-Yu</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AR" term="%22Zhao%2C+Zi-Ru%22">Zhao, Zi-Ru</searchLink><relatesTo>1,2,3</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Petroleum+Science+%28KeAi+Communications+Co%2E%29%22">Petroleum Science (KeAi Communications Co.)</searchLink>. Jun2026, Vol. 23 Issue 6, p3017-3036. 20p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194761893 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.petsci.2026.01.042 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 20 StartPage: 3017 Titles: – TitleFull: A data augmentation method for lacustrine shale lithofacies classification based on a conditional diffusion probabilistic model: A case study from the Dongying Depression, Bohai Bay Basin, China. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Li, Gui-Ang – PersonEntity: Name: NameFull: Lin, Cheng-Yan – PersonEntity: Name: NameFull: Dong, Chun-Mei – PersonEntity: Name: NameFull: Ren, Li-Hua – PersonEntity: Name: NameFull: Ma, Peng-Jie – PersonEntity: Name: NameFull: Wu, Yu-Qi – PersonEntity: Name: NameFull: Zhang, Guo-Yin – PersonEntity: Name: NameFull: Du, Xin-Yu – PersonEntity: Name: NameFull: Zhao, Zi-Ru IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: Jun2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 16725107 Numbering: – Type: volume Value: 23 – Type: issue Value: 6 Titles: – TitleFull: Petroleum Science (KeAi Communications Co.) Type: main |
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