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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

Qian Liu

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2 papers indexed here

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Open access Sep 2026

Redox oscillation frequency reshapes antibiotic resistance-gene expression through metabolic and ecological selection in a freshwater community

Aquatic environments can maintain and express antibiotic resistance genes even without antibiotic pressure, but the conditions that govern their activity remain poorly understood. Redox oscillations are pervasive in natural and engineered waters and strongly alter microbial metabolism, yet whether their frequency shape...

B. Manna, I. Keenum, Qian Liu et al. · 0 citations
Open access Aug 2026

Regulation of Diel Size Spectrum Variation by Dissolved Inorganic Nutrients in Starved Mixotroph Mesodinium rubrum

The obligate mixotroph Mesodinium rubrum significantly impacts coastal ecosystems, yet its population control in oligotrophic waters remains unclear. Integrating field observations from Coast of Sanya (South China Sea) with laboratory nutrient manipulation, we investigated how dissolved inorganic nutrients and prey ava...

Yi Wu, Wenguang Zhang, Kehan Yi et al. · 0 citations

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