PCB-QA is the first QA benchmark for LLMs on printed circuit board designs, with Gemini 3 Flash Preview reaching 93% accuracy on a JSON textual representation.
Rodriguez-Andina, Josep M
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
years
2026 3verdicts
UNVERDICTED 3representative citing papers
Survey of GenAI in PCB design lifecycle presenting taxonomy, technical challenges, and research directions.
Review of AI applications in power-converter-rich systems across design, control, operations, and governance, highlighting deployment gaps.
citing papers explorer
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PCB-QA: Evaluating LLMs over the First Printed Circuit Board Design Question-Answer Dataset
PCB-QA is the first QA benchmark for LLMs on printed circuit board designs, with Gemini 3 Flash Preview reaching 93% accuracy on a JSON textual representation.
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Surveying GenAI-based Automation in Printed Circuit Board Design and Test
Survey of GenAI in PCB design lifecycle presenting taxonomy, technical challenges, and research directions.
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Artificial Intelligence for Power-Converter-Rich Electrical Systems: A Review
Review of AI applications in power-converter-rich systems across design, control, operations, and governance, highlighting deployment gaps.