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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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Guan-Ze Li

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Sep 2026

Hybrid neural network-based state of health estimation for lithium-ion batteries in electric vehicles

Results indicate that hybrid neural network frameworks offer a promising technical pathway for next-generation battery management systems, enabling more reliable SOH monitoring, enhanced predictive maintenance strategies, and longer-lasting electric vehicle battery performance.

Guan-Ze Li · 0 citations

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