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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shi-Jie Liu

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Conference Sep 2026

A CNN-LSTM-PSO-based data-driven closed-loop intelligent control model for deep coalbed methane extraction

Deep coalbed methane (CBM) extraction systems are characterized by strong parameter coupling, delayed response and reservoir-damage risk under complex deep-reservoir conditions. To address these issues, a data-driven CNN-LSTM-PSO closed-loop intelligent control model is proposed for the integrated wellbore-surface extr...

Rui-Gang Zhang, Yu-Shan Wang, Yu-Tong Liu et al. · 0 citations

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