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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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Ying Guo

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Open access Sep 2026

Asymmetric Roles of Ryegrass and Earthworms in Shaping Microbial Community Composition and Nutrient-Acquiring Enzyme Activities in Petroleum-Contaminated Soil

Petroleum contamination of the fragile loess soils of Northern Shaanxi, China, calls for low-cost biological remediation strategies. Combining plants with soil macrofauna is a promising option, but it remains unclear whether the two agents act on the same or on different components of the soil microbial system. In a 15...

Xiang-Dong Li, Ying Guo, Yu-Tong Bai et al. · 0 citations

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