4 papers
A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA
Wenji Fang, Jing Wang, Yao Lu +4
Artificial intelligence (AI)-driven electronic design automation (EDA) techniques have been extensively explored for VLSI circuit design applications. Most recently, foundation AI…
Will Accurate Fields Mislead Photonic Design? FromGlobal Accuracy to Port Readout
Yitian Zhang, Yonghong chen, Youming Chen +6
Neural field surrogates can accelerate photonic design loops, but a surrogate that looks accurate in global field error can still mis-rank candidate devices when the final decision…
E-morphic: Scalable Equality Saturation for Structural Exploration in Logic Synthesis
Chen Chen, Guangyu HU, Cunxi Yu +2
In technology mapping, the quality of the final implementation heavily relies on the circuit structure after technology-independent optimization. Recent studies have introduced equ…
PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design
Yuchao Wu, Xiaofei Yu, Hao Chen +3
While large language models (LLMs) have shown remarkable potential in automating various tasks in digital chip design, the field of Photonic Integrated Circuits (PICs)-a promising…