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LLM and GraphRAG-Driven DSM Generation for Cyber-Physical Systems
US & West ·
The study explores LLMs and retrieval-augmented generation, including graph-based, for generating design structure matrices. Methods are tested on a power screwdriver and a CubeSat, covering component relationship detection and component identification, with code released for reproducibility.
Why it matters
It shows how to automate architectural dependency mapping of complex technical systems, useful for their digital models.
arXiv:2610.18400v1 Announce Type: new Abstract: Data trading markets that span industries and regions are expanding, but the implicit trust that supports data use within an organization does not carry over to cross-domain exchange.
arXiv:2610.16929v1 Announce Type: cross Abstract: A digital twin is a virtual representation of a physical system, continuously updated with data from the physical system, enabling dynamic information exchange and decision-making.
arXiv:2610.18311v1 Announce Type: cross Abstract: Industrial Control Systems run on static network configurations, which leaves an attacker unlimited time to map the plant. Moving Target Defense answers this by shuffling addresses, but almost every published scheme never checks whether the…
