42 citations · 159 across the 11 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
physics.comp-ph2021★ 14 cited
Noise Enhanced Neural Networks for Analytic Continuation
Juan Yao, Ce Wang, Zhiyuan Yao +1
Analytic continuation maps imaginary-time Green's functions obtained by various theoretical/numerical methods to real-time response functions that can be directly compared with exp…
cond-mat.dis-nn2021★ 42 cited
Expressivity of Quantum Neural Networks
Yadong Wu, Juan Yao, Pengfei Zhang +1
In this work, we address the question whether a sufficiently deep quantum neural network can approximate a target function as accurate as possible. We start with simple but typical…