Onnes

First paper

A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure

A digital-twin simulator of a dilution refrigerator, paired with a multi-agent LLM system that diagnoses cryogenic faults in quantum computing hardware, reaching parity with a supervised classifier and catching every fault we introduced within a single polling cycle.

arXiv:2607.05805 · Onnes Research