Practical Quantum CIM Empowerment via All-Domestic-Core Agentic Large Model

In three linesFemtosecond laser-pumped Coherent Ising Machine (CIM) integrated with LLM-driven agentic system using LangGraph and LangChain. Large language models automatically calibrate QUBO/Ising models, iterate constraint weights, and validate schemes. Fully implemented on domestic Chinese models and hardware.

Summary generated by Claude — human-verified