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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

Author

Liang Fu

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Review Open access Aug 2026

Artificial Intelligence for Hydraulic-Fracturing Decision Support: A Workflow-Oriented Critical Review

This structured narrative review synthesizes AI applications across four sequential stages of the hydraulic-fracturing workflow: sweet-spot identification, fracturing-parameter optimization, operational diagnosis and risk warning, and post-fracturing flowback prediction and control.

Xiao-Bing Bian, Jia-Xing Zhou, Liang Fu et al. · 0 citations

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