Author

Peiyi Han

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Preprint Aug 2026

SynAct: A Reasoning-Acting Large Language Model Agent for Adaptive Synthesis Optimization

SynAct is presented, an adaptive closed-loop LLM reasoning--acting agent that iteratively diagnoses live synthesis reports and reasons over the current circuit state, retrieved tool knowledge, and historical optimization experience to issue targeted commands to improve timing.

Fangzhou Liu, Peiyi Han, Jiawei Liu et al. · 0 citations