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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yuanhong Xue

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Open access Jul 2026

Physics-guided proximal policy optimization for dynamic correction of multiphase flow production profiles in deep wells

Conventional production logging interpretation methods exhibit substantial inaccuracies in deep high-temperature, high-pressure (HTHP) wells due to dynamic flow-pattern transitions and the depth-dependent accumulation of measurement errors, posing a critical challenge for accurate reservoir evaluation. To address these...

Hong-Fei Yin, Qiong-Qin Jiang, Wen-Guang Song et al. · 0 citations

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