aiqbench analysis
This research advances quantum thermodynamics by developing numerically exact protocols to minimize excess work in driven-dissipative systems, challenging standard Markovian approximations that fail even at weak coupling. The study demonstrates that impulse-like driving strategies remain highly effective in non-Markovian regimes, offering a robust framework for optimizing finite-time quantum processes beyond classical limits.
Work-minimizing protocols in driven-dissipative quantum systems: An impulse-ansatz approach
arXiv:2511.15084v2 Announce Type: replace Abstract: The second law of thermodynamics sets a lower bound on the work required to drive a system between thermal equilibrium states, with equality attained in the quasistatic limit. For finite-time processes, work in excess of this bound is inevitably dissipated, motivating the search for driving protocols that minimize this excess work. While classical stochastic systems have been extensively explored, quantum analyses remain limited and often rely on Markovian master equations valid only in the weak-coupling regime. Here, we study minimal work protocols for representative two-level systems coupled to a harmonic-oscillator bath using a numerically exact method. Inspired by known optimal solutions for Brownian oscillators, we introduce an impulse ansatz that incorporates possible boundary impulses and test it across a wide range of bath parameters. We find that impulse-like features remain nearly optimal in the quantum, non-Markovian regime at short times. We also identify cases in which the widely used Markovian master equation fails even at weak coupling, highlighting the necessity of going beyond standard approximations in the quantum regime for finite-time thermodynamic optimization.
Abstract:The second law of thermodynamics sets a lower bound on the work required to drive a system between thermal equilibrium states, with equality attained in the quasistatic limit. For finite-time processes, work in excess of this bound is inevitably dissipated, motivating the search for driving protocols that minimize this excess work. While classical stochastic systems have been extensively explored, quantum analyses remain limited and often rely on Markovian master equations valid only in the weak-coupling regime. Here, we study minimal work protocols for representative two-level systems coupled to a harmonic-oscillator bath using a numerically exact method. Inspired by known optimal solutions for Brownian oscillators, we introduce an impulse ansatz that incorporates possible boundary impulses and test it across a wide range of bath parameters. We find that impulse-like features remain nearly optimal in the quantum, non-Markovian regime at short times. We also identify cases in which the widely used Markovian master equation fails even at weak coupling, highlighting the necessity of going beyond standard approximations in the quantum regime for finite-time thermodynamic optimization.
8+8 pages, 5+2 figures. Major updates include replacing the Nelder-Mead optimizer with L-BFGS-B for the parameter optimization with a smaller convergence tolerance
arXiv:2511.15084 [quant-ph]
(or arXiv:2511.15084v2 [quant-ph] for this version)
Full text under the publisher's open licence · 203 words
Related coverage

Noise cancellation keeps quantum simulations running longer
Quantum Zeitgeist · Oct 12, 2026

National Taiwan University Finds Correlation-Free Excitation Regime
Quantum Zeitgeist · Jul 23, 2026
News Archive 2026
Quantum Computing Report · Jul 25, 2026

Quantum Battery Designers Cannot Have Both High Power and Stable Output, Physics Proves
techtimes.com · Sep 29, 2026