Application of shale TOC prediction model using the XGBoost machine learning algorithm: a case study of the Qiongzhusi Formation in central Sichuan Basin
Qiuxuan Wu, Hong Pang, Benjian Zhang, Fujie Jiang, Luya Wu, Junqing Chen, Kuiyou Ma, Xungang Huo
Topics & Concepts
Oil shaleStructural basinSichuan basinAlgorithmMineral resource classificationGeologyShale gasPetroleum engineeringMining engineeringGeochemistryComputer scienceGeomorphologyPaleontologyHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingMineral Processing and Grinding