54 citations · 320 across the 29 of their papers we have counts for
Showing 2021 · quant-phShow all
3 papers · 2 filters
quant-ph2021★ 15 cited
Quantum Gaussian filter for exploring ground-state properties
Min-Quan He, Dan-Bo Zhang, Z. D. Wang
Filter methods realize a projection from a superposed quantum state onto a target state, which can be efficient if two states have sufficient overlap. Here we propose a quantum Gau…
quant-ph2021
A loop Quantum Approximate Optimization Algorithm with Hamiltonian updating
Fang-Gang Duan, Dan-Bo Zhang
Designing noisy-resilience quantum algorithms is indispensable for practical applications on Noisy Intermediate-Scale Quantum~(NISQ) devices. Here we propose a quantum approximate…
quant-ph2021★ 14 cited
Quantum kernels with squeezed-state encoding for machine learning
Long Hin Li, Dan-Bo Zhang, Z. D. Wang
Kernel methods are powerful for machine learning, as they can represent data in feature spaces that similarities between samples may be faithfully captured. Recently, it is realize…