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April 27, 20260 citationsOpen Access

Localization as a Stability Phase of a Relational Functional

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HRHarsh Narayan Rai

Key Points

  • This research aims to explore the stability phases of discrete variational functionals under specific conditions.
  • Examined discrete variational functionals with scalar fields and Lie group internal variables.
  • Utilized direct methods from calculus of variations to establish global minimizers.
  • Derived a continuum limit through Γ-convergence.
  • Identified a critical density marking loss of stability in uniform configurations.
  • Constructed exponentially localized non-uniform minimizers, with proof via spectral linearized operators.
  • Demonstrated that localized configurations reveal rigidity, where nontrivial variations increase energy.

Abstract

We study a class of discrete variational functionals defined on configurations consisting of a positive scalar field and an internal variable taking values in a compact Lie group. The interaction is governed by a quadratic pair term, a local saturation term, and a loop contribution defined through holonomies along cycles of the interaction graph. We establish existence of global minimizers using the direct method in the calculus of variations. We identify a critical density at which uniform configurations lose stability. Beyond this threshold, we construct non-uniform minimizers that are exponentially localized, proved via spectral properties of the linearized operator and a nonlinear fixed-point argument. Localized configurations are shown to exhibit rigidity: all nontrivial orientation variations increase the energy. A continuum limit is derived via Γ-convergence, yielding an effective scalar-internal field theory with emergent gradient and curvature structure. The results provide a complete variational framework for the emergence of localized and rigid configurations from purely relational interaction data.

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Cite This Study

Harsh Narayan Rai (2026) studied this question.

synapsesocial.com/papers/69eefdb5fede9185760d468chttps://doi.org/10.5281/zenodo.19756421
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