Dynamical maps, quantum detailed balance and Petz recovery map

TL;DR

This paper establishes a fundamental bound on entropy production in quantum dynamical semigroups, linking detailed balance to quantum recovery maps, with implications for understanding thermalization in open quantum systems.

Contribution

It demonstrates that entropy production is bounded by the relative entropy at twice the time, revealing a tight bound and connecting detailed balance with quantum recovery maps.

Findings

Entropy production at time t is bounded by the relative entropy between initial and 2t states.

The factor of 2 in the bound is proven to be tight.

Connections between detailed balance and quantum recovery maps are established.

Abstract

Markovian master equations (formally known as quantum dynamical semigroups) can be used to describe the evolution of a quantum state $\rho$ when in contact with a memoryless thermal bath. This approach has had much success in describing the dynamics of real-life open quantum systems in the lab. Such dynamics increase the entropy of the state $\rho$ and the bath until both systems reach thermal equilibrium, at which point entropy production stops. Our main result is to show that the entropy production at time $t$ is bounded by the relative entropy between the original state and the state at time $2t$. The bound puts strong constraints on how quickly a state can thermalise, and we prove that the factor of $2$ is tight. The proof makes use of a key physically relevant property of these dynamical semigroups -- detailed balance, showing that this property is intimately connected with the field of recovery maps from quantum information theory. We envisage that the connections made here between the two fields will have further applications. We also use this connection to show that a similar relation can be derived when the fixed point is not thermal.