Year: 2026
Type: article
Abstract: Understanding how complex systems transition between order and chaos is a central challenge of non-equilibrium physics. Although weak perturbations of classical integrable systems give rise to a mixed phase space in which regular and chaotic trajectories coexist, analogous behaviour in interacting quantum many-body systems has been difficult to identify. Here we develop and experimentally implement a hybrid quantum–classical feedback protocol that autonomously discovers and stabilizes long-lived regular trajectories in a superconducting quantum processor. Each iteration combines short-time quantum evolution with classical optimization that projects the dynamics back onto a low-entanglement variational manifold, effectively distilling coherence from chaotic evolution. The stabilized trajectories reveal signatures of a quantum many-body mixed phase space emerging from nonlinear variational dynamics, without a direct analogue in few-body quantum systems described by a small number of effective degrees of freedom. Our results establish a framework for the algorithmic identification and control of coherent dynamics in quantum many-body systems.
Source: Nature Physics
Institutions: Zhejiang University, University of Leeds
Language: English
Topic: Quantum many-body systems
Subfield: Atomic and Molecular Physics, and Optics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: hybrid
Estimated APC paid: $12,690
Funders: National Science Foundation, Leverhulme Trust, National Natural Science Foundation of China, Zhejiang University, Engineering and Physical Sciences Research Council, Kavli Institute for Theoretical Physics, University of California, Santa Barbara, Natural Science Foundation of Zhejiang Province
Awards: G2329779827, G264694190, G2714156579, G3398237449, Anyons24, Emergence of partons in topological quantum matter far from equilibrium, G4373780718, G4678800102, G4689434848, G5298070436, G5699407502, G6004593654, G6688717180, 基于超导量子电路的非平衡量子多体物态调控研究, 基于超导数字量子模拟探索新奇物相, Kavli Institute for Theoretical Physics, 基于超导量子电路的非平衡物态研究, G7600985533, G771918166
OpenAlex ID: W7169585197
FWCI:
Cites:
Cited by:
Related to:
