3 papers
quant-ph2025
Self-attention U-Net decoder for toric codes
Wei-Wei Zhang, Zhuo Xia, Wei Zhao +2
In the NISQ era, one of the most important bottlenecks for the realization of universal quantum computation is error correction. Stabiliser code is the most recognizable type of qu…
quant-ph2025
Quantum data generation in a denoising model with multiscale entanglement renormalization network
Wei-Wei Zhang, Xiaopeng Huang, Shenglin Shan +4
Quantum technology has entered the era of noisy intermediate-scale quantum (NISQ) information processing. The technological revolution of machine learning represented by generative…
quant-ph2024
Quantum versatility in PageRank
Wei-Wei Zhang, Zheping Wu, Hengyue Jia +4
Quantum mechanics empowers the emergence of quantum advantages in various fields, including quantum algorithms. Quantum PageRank is a promising tool for a future quantum internet.…