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quant-ph2024
Capturing dynamics and thermodynamics of a three-level quantum heat engine via programmable quantum circuits
Gao-xiang Deng, Zhe He, Yu Liu +2
This research employs the Kraus representation and Sz.-Nagy dilation theorem to model a three-level quantum heat on quantum circuits, investigating its dynamic evolution and thermo…
quant-ph2024
Experimental demonstration of steady-state dynamics of three-level quantum heat engine using superconducting quantum circuits
Gao-xiang Deng, Haoqiang Ai, Wei Shao +2
The three-level system represents the smallest quantum system capable of autonomous cycling in quantum heat engines. This study proposes a method to simulate the steady-state dynam…
quant-ph2023
Exploring the Optimal Cycle for Quantum Heat Engine using Reinforcement Learning
Gao-xiang Deng, Haoqiang Ai, Bingcheng Wang +3
Quantum thermodynamic relationships in emerging nanodevices are significant but often complex to deal with. The application of machine learning in quantum thermodynamics has provid…