integrable spin chains 1noise mitigation 1quantum circuit learning 1quantum simulation 1variational quantum algorithms 1
From the 1 of 2 linked papers with an AI index.
2 papers
quant-ph2026
Effective Noise Mitigation via Quantum Circuit Learning in Quantum Simulation of Integrable Spin Chains
Wenlong Zhao, Yimeng Zhang, Yan Guo +3
The paper introduces a noise‑mitigation approach for near‑term quantum devices that uses Quantum Circuit Learning to train shallow variational circuits to approximate deeper time‑e…
cs.IR2026
Towards Efficient and Generalizable Retrieval: Adaptive Semantic Quantization and Residual Knowledge Transfer
Huimu Wang, Xingzhi Yao, Yiming Qiu +6
While semantic ID-based generative retrieval enables efficient end-to-end modeling in industrial applications, these methods face a persistent trade-off. On one hand, data-rich hea…