Geodesic Paths for Quantum Many-Body Systems
Michael Tomka, Tiago Souza, Steven Rosenberg, and Anatoli Polkovnikov

TL;DR
This paper introduces a geometric approach to optimize adiabatic ground-state preparation in quantum many-body systems by using geodesic paths on the parameter manifold, leading to improved fidelity even near critical points.
Contribution
It extends the quantum metric framework to design optimal adiabatic protocols as geodesics, enhancing ground-state preparation in complex quantum systems.
Findings
Geodesic protocols significantly improve final fidelity.
Optimal paths minimize energy fluctuations during adiabatic evolution.
Method effective even crossing critical points where perturbation theory fails.
Abstract
We propose a method to obtain optimal protocols for adiabatic ground-state preparation near the adiabatic limit, extending earlier ideas from [D. A. Sivak and G. E. Crooks, Phys. Rev. Lett. 108, 190602 (2012)] to quantum non-dissipative systems. The space of controllable parameters of isolated quantum many-body systems is endowed with a Riemannian quantum metric structure, which can be exploited when such systems are driven adiabatically. Here, we use this metric structure to construct optimal protocols in order to accomplish the task of adiabatic ground-state preparation in a fixed amount of time. Such optimal protocols are shown to be geodesics on the parameter manifold, maximizing the local fidelity. Physically, such protocols minimize the average energy fluctuations along the path. Our findings are illustrated on the Landau-Zener model and the anisotropic XY spin chain. In both…
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
TopicsQuantum Computing Algorithms and Architecture · Quantum many-body systems · Quantum Information and Cryptography
