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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

Jun-Hao Lai

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2 papers indexed here

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Sep 2026

Risk coupling analysis of ship-source marine pollution accidents based on the N-K model and dynamic Bayesian network.

Ship-source marine pollution accidents often occur suddenly and may result in spatially widespread and persistent environmental consequences. Their formation generally involves interactions among human, ship, environmental, and management factors. Based on 537 maritime accidents involving pollution or presenting explic...

Jun-Hao Lai, Hong-Zhu Zhou, Kai-Nan Zhang et al. · 0 citations
Open access Aug 2026

Energy Mix Optimization for Yard Trucks in Container Ports Under Low-Carbon Constraints

With the rapid expansion of global trade, the environmental impacts of port operations have attracted increasing attention. This study develops a mixed-integer programming (MIP) model to identify low-carbon energy mix replacement pathways for yard trucks (YTs), aiming to minimize total cost under low-carbon constraints...

Linlin Zhang, Jun-Hao Lai, Ke Hu et al. · 0 citations

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