Phase transitions in single species Ising models with non-reciprocal couplings

Abstract We present a general framework for incorporating non-reciprocal interactions into the Ising model with Glauber dynamics, without requiring multiple species. We then focus on a model with vision–cone type interactions. We solve this in a fully connected network (mean-field) and perform extensive numerical simulations of the model in the square lattice. We find that the breakdown of the spin-flip symmetry introduced by non-reciprocity induces a discontinuous phase transition on top of the usual continuous one, which eventually occurs at higher critical temperatures. Combining a static and dynamic scaling analysis, we measure the critical exponents associated with the continuous symmetry breaking transition, and find them to be identical to those of the Ising model in two-dimensions (2D), with the exception of the exponent β associated to the order parameter. The latter appears to increase as the non-reciprocity of the coupling increases, suggesting that, within our numerical precision, the model does not belong to the 2D Ising model universality class. The coarsening process is anisotropic, but still follows the usual dynamic scaling with a dynamic exponent compatible with the standard value of the non-conserved order parameter dynamics.

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Publication Details

Journal
Journal of Statistical Mechanics Theory and Experiment
Published
2025-04-01
DOI
https://doi.org/10.1088/1742-5468/adc896
Citations
3
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
3.97
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article

Phase transitions in single species Ising models with non-reciprocal couplings

Demian Levis, Adrià Garcés
3 citations
Journal of Statistical Mechanics Theory and Experiment
Opinion Dynamics and Social Influence
3.97
article

Phase transitions in single species Ising models with non-reciprocal couplings

Demian Levis, Adrià Garcés
article en
3 citations

Abstract

Abstract We present a general framework for incorporating non-reciprocal interactions into the Ising model with Glauber dynamics, without requiring multiple species. We then focus on a model with vision–cone type interactions. We solve this in a fully connected network (mean-field) and perform extensive numerical simulations of the model in the square lattice. We find that the breakdown of the spin-flip symmetry introduced by non-reciprocity induces a discontinuous phase transition on top of the usual continuous one, which eventually occurs at higher critical temperatures. Combining a static and dynamic scaling analysis, we measure the critical exponents associated with the continuous symmetry breaking transition, and find them to be identical to those of the Ising model in two-dimensions (2D), with the exception of the exponent β associated to the order parameter. The latter appears to increase as the non-reciprocity of the coupling increases, suggesting that, within our numerical precision, the model does not belong to the 2D Ising model universality class. The coarsening process is anisotropic, but still follows the usual dynamic scaling with a dynamic exponent compatible with the standard value of the non-conserved order parameter dynamics.

Journal of Statistical Mechanics Theory and ExperimentVol. 2025(4)
Universitat de Barcelona (ES)
Openalex Percentile: Top 7%
Opinion Dynamics and Social Influence
3.97
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Phase transitions in single species Ising models with non-reciprocal couplings — Demian Levis, Adrià Garcés · Journal of Statistical Mechanics Theory and Experiment (2025) | TGRS Research Map | TGRS