3 citations · 4 across the 3 of their papers we have counts for
4 papers · 1 filter
Dissipation-driven quantum generative adversarial networks
He Wang, Jin Wang
Quantum machine learning holds the promise of harnessing quantum advantage to achieve speedup beyond classical algorithms. Concurrently, research indicates that dissipation can ser…
Towards a dissipative quantum classifier
He Wang, Chuanbo Liu, Jin Wang
In this paper, we propose a novel quantum classifier utilizing dissipative engineering. Unlike standard quantum circuit models, the classifier consists of a central spin-qubit mode…
Entanglement and work statistics in the driven open system
He Wang, Jin Wang
We study the entanglement and work statistics in a driven two-qubit system. The regulation of periodic driving has much more versatility and universality in contrast to reservoir e…
Quantum correlations of a two-qubit system and the Aubry-André chain in bosonic environments
He Wang, Liufang Xu, Jin Wang
In this research, we analyze two models using the tensor network algorithm. The quantum correlations of a two-qubit system are first studied in different bosonic reservoirs. Both e…