Author

Haoran Qiao

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#artificial intelligence Preprint Oct 2026

Faithful and Complete LLM-Assisted Automated Construction of Hierarchical Hardware Knowledge Graphs

Hardware datasheets contain engineering specifications essential for component selection, system integration, and hardware compatibility verification. However, manual inspection is tedious and error-prone because datasheets are lengthy and heterogeneous, with dense information fragmented across tables, figures, and tex...

Hao-Ran Qiao, Robert P. Dick · 0 citations

Preprint Aug 2026

LLM-Driven, Datasheet-Aware Automated Hardware Compatibility Verification for Early-Stage, Pre-Schematic Embedded System Design

We present an LLM-driven, datasheet-aware framework for early-stage hardware compatibility verification that identifies documentation-level interface incompatibilities based on hardware datasheets and high-level component connectivity descriptions. It does not require, and can therefore be used, before detailed schemat...

Hao-Ran Qiao, Robert P. Dick · 2 citations