Automatically Differentiable Quantum Circuit for Many-qubit State Preparation. - Peng-Fei Zhou; Rui Hong; Shi-Ju Ran (CoRR, 2021)

Preparation of Many-body Ground States by Time Evolution with Variational Microscopic Magnetic Fields and Incomplete Interactions. - Ying Lu; Yue-Min Li; Peng-Fei Zhou; Shi-Ju Ran (CoRR, 2021)

Predicting Quantum Potentials by Deep Neural Network and Metropolis Sampling. - Rui Hong; Peng-Fei Zhou; Bin Xi; Jie Hu; An-Chun Ji; Shi-Ju Ran (CoRR, 2021)

Circuit encapsulation for efficient quantum computing based on controlled many-body dynamics. - Ying Lu; Peng-Fei Zhou; Shao-Ming Fei; Shi-Ju Ran (CoRR, 2022)

Compressing neural network by tensor network with exponentially fewer variational parameters. - Yong Qing; Peng-Fei Zhou; Ke Li; Shi-Ju Ran (CoRR, 2023)