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April 21, 20260 citationsOpen Access

Decentralized Second-Order Thermoelastic Wave Propagation in Anisotropic Barocaloric Metamaterial Lattices: A Framework for Self-Regulating Structural Manifolds, the Procaccia framwork

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FPFrancis Procaccia

Key Points

  • The aim is to develop a framework for understanding and simulating wave propagation in metamaterials using coupled thermoelastic properties.
  • Developed a computational framework for NiTi-based phononic lattices
  • Implemented a three-tier governance approach with reactive consensus and manual overrides
  • Executed 40x40 reduced-order simulations and a real-time browser simulator
  • Successful simulations demonstrate decentralized wave propagation characteristics
  • The governing equations were validated through simulations
  • The framework shows promise for self-regulating structural applications.

Abstract

Computational framework and interactive simulator for a NiTi-based phononic lattice with coupled thermoelastic waves, barocaloric entropy siphon, and three-tier hybrid governance (Layer 1 reactive consensus + Layer 2 MPC pre-shaping + Layer 3 manual override). Includes full governing equations, 40×40 reduced-order simulations, and real-time browser simulator.

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Cite This Study

Francis Procaccia (2026) studied this question.

synapsesocial.com/papers/69e71423cb99343efc98d751https://doi.org/10.5281/zenodo.19655187
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