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cs.AR2026
PCB-QA: Evaluating LLMs over the First Printed Circuit Board Design Question-Answer Dataset
Sahana Srinivasan, Benjamin Tan, Benjamin Turnbull +1
Large Language Models (LLMs) have demonstrated capabilities in electronic design automation (EDA) for integrated circuits. However, their applications in printed circuit board (PCB…
cs.AR2025
Towards LLM-based Root Cause Analysis of Hardware Design Failures
Siyu Qiu, Muzhi Wang, Raheel Afsharmazayejani +3
With advances in large language models (LLMs), new opportunities have emerged to develop tools that support the digital hardware design process. In this work, we explore how LLMs c…