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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

Xiao Sun

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2 papers indexed here

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Sep 2026

A Physically Constrained Deep Learning Framework for Total Nitrogen Prediction: A Case Study of a Reservoir in North China.

Accurate forecasting of total nitrogen (TN), a key driver of eutrophication, is critical for effective water environment management. However, due to the dynamic nature of hydrological and meteorological conditions, water quality data commonly exhibit non-stationarity and distribution shift, leading to significantly red...

Hao Jiang, Jun Qian, Yue-Ting Chai et al. · 0 citations
Aug 2026

A Non-Consensus Aggregation Algorithm for Group Decision-Making Processes

Group decision-making is ubiquitous in human society, aiming to pool individual wisdom to address complex problems. Traditional group decision-making prioritizes achieving group consensus, that is seeking a compromise solution acceptable to all decision-makers. However, in predictive and judgmental tasks with objective...

Zi-Yang Wang, Xiao Sun, Jun Qian · 0 citations

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