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quant-ph2024★ 1 cited
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…
quant-ph2023
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…
quant-ph2023
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…