Pore structure properties characterization of shale using generative adversarial network: Image augmentation, super-resolution reconstruction, and multi-mineral auto-segmentation

LIU Fugui, YANG Yongfei, YANG Haiyuan, TAO Liu, TAO Yunwei, ZHANG Kai, SUN Hai, ZHANG Lei, ZHONG Junjie, YAO Jun

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Petroleum Exploration and Development ›› 2025, Vol. 52 ›› Issue (5) : 1262-1274. DOI: 10.1016/S1876-3804(25)60640-9

Pore structure properties characterization of shale using generative adversarial network: Image augmentation, super-resolution reconstruction, and multi-mineral auto-segmentation

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