openalexProcesses2026-07-24
Lithofacies Identification in Carbonate Reservoirs Using an Improved KNN Algorithm: A Case Study of the Mishrif Formation in the Halfaya Oilfield, Iraq
Xiaobo Guo, Xiaodong Fan, Junhui Guo, Shuyan Wei, Heng Guan, Xin He, et al.
Accurate lithofacies identification in carbonate reservoirs is essential for reservoir characterization and development decision-making. However, the strong heterogeneity of carbonate rocks, nonlinear responses of well logging parameters, and imbalance among lithofacies samples s…