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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

Tong Zhou

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Aug 2026

Data Assimilation-Based Real-Time Optimization Framework for Hydraulic Fracturing Pumping Operations

Real-time regulation of fracturing pumping parameters and risk early warning are critical technologies for improving the development efficiency of shale oil and gas reservoirs while ensuring operational safety. Conventional fracturing operations primarily rely on static design and manual control, which suffer from de...

Lei Hou, Hao Zeng, Jiu-Jie Cai et al. · 0 citations

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