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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…
cs.AR2024
LLM-aided explanations of EDA synthesis errors
Siyu Qiu, Benjamin Tan, Hammond Pearce
Training new engineers in digital design is a challenge, particularly when it comes to teaching the complex electronic design automation (EDA) tooling used in this domain. Learners…