analog circuit design 1design automation 1language models 1monte carlo tree search 1topology generation 1
From the 1 of 8 linked papers with an AI index.
Showing cs.LGShow all
3 papers · 1 filter
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…
cs.LG2025
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs
Jingyu Pan, Isaac Jacobson, Zheng Zhao +5
Modern very large-scale integration (VLSI) design requires the implementation of integrated circuits using electronic design automation (EDA) tools. Due to the complexity of EDA al…
cs.LG2025
A Survey of Research in Large Language Models for Electronic Design Automation
Jingyu Pan, Guanglei Zhou, Chen-Chia Chang +3
Within the rapidly evolving domain of Electronic Design Automation (EDA), Large Language Models (LLMs) have emerged as transformative technologies, offering unprecedented capabilit…