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Author

Liqiang Zhang

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Open access Aug 2026

Litho-fluid facies prediction by integrating well logs and seismic attributes: a SMOTE-enhanced machine learning approach addressing class imbalance

As exploration efforts intensify, deep lithologic hydrocarbon reservoirs have emerged as principal objectives in hydrocarbon prospecting. Various types of hydrocarbon reservoirs, including shale, tight sandstone, and carbonate rock, are closely related to lithology. However, lithologic predictions alone provide incom...

Hua-Feng Hu, Li-Qiang Zhang, Lei Chen et al. · 0 citations

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