Understanding and utilizing the inner bonds of process tensors
Moritz Cygorek, Erik M. Gauger

TL;DR
This paper reveals that the inner bonds of process tensor matrix product operators (PT-MPOs) have a concrete physical meaning, representing environment subspaces influencing open quantum system dynamics, and demonstrates their practical extraction and application.
Contribution
It establishes a physical interpretation of PT-MPO inner bonds and introduces methods to extract environment observables from these bonds, enhancing understanding and utility.
Findings
Inner bonds correspond to environment subspaces affecting system dynamics
Methods to extract environment observables from PT-MPO bonds are demonstrated
Different PT-MPO algorithms compress environments to similar subspaces
Abstract
Process tensor matrix product operators (PT-MPOs) enable numerically exact simulations for an unprecedentedly broad range of open quantum systems. By representing environment influences in MPO form, they can be efficiently compressed using established algorithms. The dimensions of inner bonds of the compressed PT-MPO may be viewed as an indicator of the complexity of the environment. Here, we show that the inner bonds themselves, not only their dimensions, have a concrete physical meaning: They represent the subspace of the full environment Liouville space which hosts environment excitations that may influence the subsequent open quantum systems dynamics the most. This connection can be expressed in terms of lossy linear transformations, whose pseudoinverses facilitate the extraction of environment observables. We demonstrate this by extracting the environment spin of a central spin…
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.
Taxonomy
TopicsComputational Physics and Python Applications
