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De-Ning Yin

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Sep 2026

Gas‐Hydrate Reservoir Identification in Permafrost Regions Using a GWO‐Optimized LightGBM Model

Accurate identification of gas‐hydrate‐bearing layers in permafrost regions is critical for gas‐hydrate exploration and development. Conventional well‐logging methods are often affected by lithology, pore structure, and other interfering factors, leading to complex and ambiguous responses that hinder precise evalua...

Rong He, Kun Xiao, Chang-Chun Zou et al. · 0 citations

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