Open access
Aug 2023
ShadowNet for Data-Centric Quantum System Learning
Understanding the dynamics of large quantum systems is hindered by the curse of dimensionality. Statistical learning offers new possibilities in this regime through neural network protocols and classical shadows, while both methods have limitations: the former suffers from incompatible dataset construction rules, resul...
Yuxuan Du, Yi-Bo Yang, Tongliang Liu et al.
· IEEE Transactions on Pattern... · 10 citations