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An efficient physics-informed neural network model for predicting methane and carbon dioxide adsorption in shale: Simultaneous enhancement of recovery and carbon sequestration

Yu Zhou, Jinyang Li, Wenchuan Liu, Xinlong Lu, Zizuo Liu, Xiaoping Li, Dengwei Jing. An efficient physics-informed neural network model for predicting methane and carbon dioxide adsorption in shale: Simultaneous enhancement of recovery and carbon sequestration. Eng. Appl. of AI, 167:113911, 2026. [doi]

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