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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

Tuo Sun

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2 papers indexed here

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Sep 2026

A macro-micro coupled evolution model of highway traffic flow considering driving behavior heterogeneity

Highway traffic dynamics emerge from interactions between aggregate traffic states and individual driving behaviors, yet most models represent only one scale. This study proposes a bidirectional macro-micro coupled model integrating the Cell Transmission Model, the Intelligent Driver Model, and a MOBIL-inspired lane-ch...

Xiao Gong, Yong-Jia Wang, Zhu-Qing Wu et al. · 0 citations
Sep 2026

Integrated macro-micro control framework for highway active safety

This paper presents an integrated macro-micro control framework for enhancing active safety on highways, where crashes frequently arise from speed differentials in congested flow. The framework couples a macroscopic layer, comprising a density-based variable speed limit (VSL) controller and an ALINEA ramp metering (RM)...

Xiao Gong, Teng Zhang, Zhu-Qing Wu et al. · 0 citations

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