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- W4367321835 abstract "The full optimization of a quantum heat engine requires operating at high power, high efficiency, and high stability (i.e. low power fluctuations). However, these three objectives cannot be simultaneously optimized - as indicated by the so-called thermodynamic uncertainty relations - and a systematic approach to finding optimal balances between them including power fluctuations has, as yet, been elusive. Here we propose such a general framework to identify Pareto-optimal cycles for driven quantum heat engines that trade-off power, efficiency, and fluctuations. We then employ reinforcement learning to identify the Pareto front of a quantum dot based engine and find abrupt changes in the form of optimal cycles when switching between optimizing two and three objectives. We further derive analytical results in the fast and slow-driving regimes that accurately describe different regions of the Pareto front." @default.
- W4367321835 created "2023-04-29" @default.
- W4367321835 creator A5013241249 @default.
- W4367321835 creator A5017069053 @default.
- W4367321835 creator A5036436173 @default.
- W4367321835 creator A5053914492 @default.
- W4367321835 creator A5055016850 @default.
- W4367321835 date "2023-04-27" @default.
- W4367321835 modified "2023-10-07" @default.
- W4367321835 title "Pareto-optimal cycles for power, efficiency and fluctuations of quantum heat engines using reinforcement learning" @default.
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