Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
American Chemical Society
2025-04-01
|
| Series: | ACS Omega |
| Online Access: | https://doi.org/10.1021/acsomega.4c01030 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849315218746769408 |
|---|---|
| author | Fengjiao Zhang Xiu Liu Chris Aldrich Shaogui Deng Guoxin Li |
| author_facet | Fengjiao Zhang Xiu Liu Chris Aldrich Shaogui Deng Guoxin Li |
| author_sort | Fengjiao Zhang |
| collection | DOAJ |
| format | Article |
| id | doaj-art-bbcd39cf29f04ea2b906f650d156a91b |
| institution | Kabale University |
| issn | 2470-1343 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | American Chemical Society |
| record_format | Article |
| series | ACS Omega |
| spelling | doaj-art-bbcd39cf29f04ea2b906f650d156a91b2025-08-20T03:52:11ZengAmerican Chemical SocietyACS Omega2470-13432025-04-011017175151752810.1021/acsomega.4c01030Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP AnalysisFengjiao Zhang0Xiu Liu1Chris Aldrich2Shaogui Deng3Guoxin Li4Sinopec Matrix Co., LTD., Qingdao, ChinaWestern Australian School of Mines: Minerals, Energy and Chemical Engineering, Curtin University, Perth, Western Australia, AustraliaWestern Australian School of Mines: Minerals, Energy and Chemical Engineering, Curtin University, Perth, Western Australia, AustraliaNational Key Laboratory of Deep Oil and Gas, China University of Petroleum (East China), Qingdao, ChinaNational Key Laboratory of Deep Oil and Gas, China University of Petroleum (East China), Qingdao, Chinahttps://doi.org/10.1021/acsomega.4c01030 |
| spellingShingle | Fengjiao Zhang Xiu Liu Chris Aldrich Shaogui Deng Guoxin Li Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis ACS Omega |
| title | Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis |
| title_full | Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis |
| title_fullStr | Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis |
| title_full_unstemmed | Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis |
| title_short | Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis |
| title_sort | identification of laminar structure in the yingxiongling shale oil sediment in china with random forests and shap analysis |
| url | https://doi.org/10.1021/acsomega.4c01030 |
| work_keys_str_mv | AT fengjiaozhang identificationoflaminarstructureintheyingxionglingshaleoilsedimentinchinawithrandomforestsandshapanalysis AT xiuliu identificationoflaminarstructureintheyingxionglingshaleoilsedimentinchinawithrandomforestsandshapanalysis AT chrisaldrich identificationoflaminarstructureintheyingxionglingshaleoilsedimentinchinawithrandomforestsandshapanalysis AT shaoguideng identificationoflaminarstructureintheyingxionglingshaleoilsedimentinchinawithrandomforestsandshapanalysis AT guoxinli identificationoflaminarstructureintheyingxionglingshaleoilsedimentinchinawithrandomforestsandshapanalysis |