Large circuit models: opportunities and challenges

L Chen, Y Chen, Z Chu, W Fang, TY Ho… - Science China …, 2024 - Springer
Within the electronic design automation (EDA) domain, artificial intelligence (AI)-driven
solutions have emerged as formidable tools, yet they typically augment rather than redefine …

Performance-Driven Analog Layout Automation: Current Status and Future Directions

P Xu, J Li, TY Ho, B Yu, K Zhu - 2024 29th Asia and South …, 2024 - ieeexplore.ieee.org
Optimizing circuit performance presents a pivotal challenge in the realm of automatic analog
physical design. The intricacy of analog performance arises from its sensitivity to layout …

The dawn of ai-native eda: Promises and challenges of large circuit models

L Chen, Y Chen, Z Chu, W Fang, TY Ho… - arXiv preprint arXiv …, 2024 - arxiv.org
Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged
as formidable tools, yet they typically augment rather than redefine existing methodologies …

Toward End-to-End Analog Design Automation with ML and Data-Driven Approaches

S Maji, AF Budak, S Poddar… - 2024 29th Asia and South …, 2024 - ieeexplore.ieee.org
Designing analog circuits poses significant challenges due to their knowledge-intensive
nature and the diverse range of requirements. There has been limited success in achieving …

AI-Enabled Layout Automation for Analog and RF IC: Current Status and Future Directions

C Wang, F Yang, K Zhu - 2024 IEEE International Symposium …, 2024 - ieeexplore.ieee.org
This paper provides an overview of AI-enabled layout automation for analog and RF
integrated circuits (ICs). We examine recent advancements in machine learning algorithms …

Enhanced Graph Isomorphism Network Model for Analog Integrated Circuit Placement Performance Prediction

Y Xiong, N Zhao, Y Zhang, G Ge, J Wang… - Available at SSRN … - papers.ssrn.com
In the design of analog integrated circuits (IC), the outcomes of placement in layout design
critically influence the ultimate performance of circuits. Recent automated placement …