Published May 9, 2026 | Version v1
Software Open

Code for: Pareto-optimal work extraction and the cost of precision in quantum information engines

  • 1. ROR icon Chalmers University of Technology
  • 2. EDMO icon Niels Bohr Institute

Description

We study a finite-time quantum information engine in which a two-level system is measured by a quantum harmonic oscillator acting as a meter and where useful work is extracted conditionally on the measurement outcome. Using multi-objective optimisation, we find a Pareto-optimal trade-off between extractable work and its fluctuations: reducing fluctuations leads to increased costs, e.g., increased information consumption, number of operation cycles or decreased work extraction. In the limit of a highly accurate meter the work distribution, its moments, and the Pareto front can be obtained analytically. In this regime, the work statistics of the engine reduce to those of a qubit in contact with a single thermal bath. We further analyse the associated information flows by examining the mutual information and Fisher information, and show that the Pareto-optimal engine designs lie very close to extrema of the latter with respect to the operation time of the device. Our results provide a compact description of the trade-offs between work and its fluctuations in quantum information engines. 

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Additional details

Related works

Continues
Publication: 10.1088/1367-2630/ae18be (DOI)

Funding

Knut and Alice Wallenberg Foundation
European Commission
NanoRecycle - On-chip waste recovery in quantum and nanoscale devices guided by novel performance quantifiers 101088169
Novo Nordisk Foundation
NNF18SA0035142

Software

Programming language
Python , MATLAB