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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…
cs.LG2023
Language models as master equation solvers
Chuanbo Liu, Jin Wang
Master equations are of fundamental importance in modeling stochastic dynamical systems.However, solving master equations is challenging due to the exponential increase in the numb…