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Zhen-Yu Pang

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Open access Oct 2026

A Residual Feature-Gated BiGRU Framework for Blind-Well Lithology Identification from Well-Log Data

Lithology identification supports reservoir characterization and well-log interpretation. Random sample splits can overestimate performance because adjacent samples from the same well are correlated, while logging-channel differences may be underused. We propose a Residual Feature-Gated BiGRU framework (RFG-BiGRU) for...

Yang-Yang Zhong, Yuan Qin, Zhen-Yu Pang · 0 citations

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