Hybrid convolutional neural network and PEPS wave functions for quantum many-particle states

Xiao Liang, Shao-Jun Dong, Lixin He

Neural networks have been used as variational wave functions for quantum many-particle problems. It has been shown that the correct sign structure is crucial to obtain the high acc…