2 papers
quant-ph2023
Learning quantum properties from short-range correlations using multi-task networks
Ya-Dong Wu, Yan Zhu, Yuexuan Wang +1
Characterizing multipartite quantum systems is crucial for quantum computing and many-body physics. The problem, however, becomes challenging when the system size is large and the…
quant-ph2023
Quantum Process Learning Through Neural Emulation
Yan Zhu, Ya-Dong Wu, Qiushi Liu +2
Neural networks are a promising tool for characterizing intermediate-scale quantum devices from limited amounts of measurement data. A challenging problem in this area is to learn…