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Lanhao Zhao

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Review Open access Aug 2026

Machine Learning for Lyapunov Function Synthesis: A Comprehensive Review

The development of computational Lyapunov function synthesis methods is discussed, with a focus on analyzing the trade-offs among model expressivity, computational scalability, and the rigor of formal guarantees across different technical routes.

Lan-Hao Zhao, Shuai Liu · 0 citations

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