LLM-generated quantum circuit Born machine ansätze, guided by hardware-aware prompts and iterative KL feedback, outperform a standard deep ansatz on 12-qubit IBM hardware for Japanese bond-rate modeling.
”Gpt-4o: The cutting-edge advancement in multimodal LLM.” Authorea Preprints (2024)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
quant-ph 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
LLM-Guided Ans\"atze Design for Quantum Circuit Born Machines in Financial Generative Modeling
LLM-generated quantum circuit Born machine ansätze, guided by hardware-aware prompts and iterative KL feedback, outperform a standard deep ansatz on 12-qubit IBM hardware for Japanese bond-rate modeling.