Quantitative propagation of chaos for Lindblad dynamics
Nina H. Amini, Sofiane Chalal

TL;DR
This paper proves that in open quantum systems described by Lindblad equations, the many-body dynamics converges to a mean-field limit with explicit bounds, demonstrating quantitative propagation of chaos.
Contribution
It provides the first explicit $1/N$ bounds on the quantum relative entropy between $N$-particle states and their mean-field limits.
Findings
Convergence of $N$-body Lindblad dynamics to mean-field equations.
Explicit $1/N$ bounds on quantum relative entropy.
Quantitative propagation of chaos in open quantum systems.
Abstract
We consider an open quantum system governed -body Lindblad equation and study mean-field limits in this setting. We prove that the -particle dynamics converges, in the sense of quantum relative entropy, to the tensorized solution of the limiting nonlinear equation. More precisely, we establish explicit bounds of order on the relative entropy between the -particle density operator and the corresponding product state, thereby providing a quantitative propagation of chaos.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
