Memory-induced long-range order in dynamical systems

Time nonlocality, or memory, is a nonequilibrium property shared by all physical systems. Here, we show that memory is sufficient to induce a phase of spatial long-range order (LRO) even if the system's primary dynamical variables are coupled locally. This occurs when the memory degrees of freedom have slower dynamics than the primary degrees of freedom. In addition, such an LRO phase is nonperturbative, and can be understood through the lens of a correlated percolation transition of the fast degrees of freedom mediated by memory. When the two degrees of freedom have comparable time scales, the length of the effective long-range interaction shortens. We exemplify this behavior with a model of locally coupled spins and a single dynamic memory variable, but our analysis is sufficiently general to suggest that memory could induce a phase of LRO in a much wider variety of physical systems.

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Publication Details

Journal
Physical review. E
Published
2025-07-14
DOI
https://doi.org/10.1103/vwk9-79f7
Citations
3
Primary Topic
Quantum chaos and dynamical systems
Type
article
Field-Weighted Citation Impact
3.97
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article

Memory-induced long-range order in dynamical systems

Massimiliano Di Ventra, Yuanhang Zhang, Karl J. Friston
3 citations
Physical review. E
Quantum chaos and dynamical systems
3.97
article

Memory-induced long-range order in dynamical systems

Massimiliano Di Ventra, Yuanhang Zhang, Karl J. Friston
article en
3 citations

Abstract

Time nonlocality, or memory, is a nonequilibrium property shared by all physical systems. Here, we show that memory is sufficient to induce a phase of spatial long-range order (LRO) even if the system's primary dynamical variables are coupled locally. This occurs when the memory degrees of freedom have slower dynamics than the primary degrees of freedom. In addition, such an LRO phase is nonperturbative, and can be understood through the lens of a correlated percolation transition of the fast degrees of freedom mediated by memory. When the two degrees of freedom have comparable time scales, the length of the effective long-range interaction shortens. We exemplify this behavior with a model of locally coupled spins and a single dynamic memory variable, but our analysis is sufficiently general to suggest that memory could induce a phase of LRO in a much wider variety of physical systems.

Physical review. EVol. 112(1)
University of California San Diego (US)
Openalex Percentile: Top 6%
Quantum chaos and dynamical systems
3.97
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Memory-induced long-range order in dynamical systems — Massimiliano Di Ventra, Yuanhang Zhang, et al. · Physical review. E (2025) | TGRS Research Map | TGRS