Non-Markovian quantum processes: complete framework and efficient characterisation
Felix A. Pollock, C\'esar Rodr\'iguez-Rosario, Thomas Frauenheim,, Mauro Paternostro, Kavan Modi

TL;DR
This paper introduces a comprehensive framework for characterizing non-Markovian quantum processes, enabling experimental reconstruction and efficient representation, thus advancing understanding of memory effects in quantum systems.
Contribution
It develops a universal method to describe and reconstruct non-Markovian quantum processes using a many-body quantum state representation with potential for efficient matrix product operator forms.
Findings
Experimental reconstruction of non-Markovian processes is feasible.
Temporal correlations can be mapped to spatial correlations in a quantum state.
The framework provides an effective description of memory effects in open quantum systems.
Abstract
Currently, there is no systematic way to describe a quantum process with memory solely in terms of experimentally accessible quantities. However, recent technological advances mean we have control over systems at scales where memory effects are non-negligible. The lack of such an operational description has hindered advances in understanding physical, chemical and biological processes, where often unjustified theoretical assumptions are made to render a dynamical description tractable. This has led to theories plagued with unphysical results and no consensus on what a quantum Markov (memoryless) process is. Here, we develop a universal framework to characterise arbitrary non-Markovian quantum processes. We show how a multi-time non-Markovian process can be reconstructed experimentally, and that it has a natural representation as a many body quantum state, where temporal correlations are…
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.
