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analog circuit design 1design automation 1language models 1monte carlo tree search 1topology generation 1

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1 paper

cs.LG2026

EXPLORE: Exploration with Guided Search for Analog Topology Generation using Language Models

Guanglei Zhou, Chen-Chia Chang, Yikang Shen +5

The paper introduces EXPLORE, a framework that combines transformer-based language model decoding with simulator-guided Monte Carlo Tree Search to improve the generation of analog…