Elastic bits in granular metamaterials: A quantum-inspired framework for robust topological computing

This study introduces the concept of elastic bits in a driven granular metamaterial. These elastic bits function similarly to quantum bits (qubits), but they can maintain more stable superpositions by forming topological braiding structures with robust information stored in their phase. We have recently developed models using classical nonlinear granular metamaterials to simulate quantum-inspired computing. Using a two-coupled granular system, we analyze nonlinear vibrations and eigenstates through molecular dynamics simulations and Fourier analysis to map displacement fields into Hilbert spaces. These models demonstrate states resembling a multipartite two-level quantum system, where each subsystem represents an elastic bit analogous to time-dependent coherent superpositions of elastic bits. The study demonstrates the creation of two and three elastic bits, represented as tensor products of eigenstates in higher-dimensional Hilbert spaces. By manipulating these elastic bits—similar to quantum braiding operations—we can adjust the phase of the wave function. This allows for various types of braiding that enable robust quantum-inspired computations. Notably, “time” serves as the direction of braiding in this setup. [Funding: NSF Grants 2204382 and 2242925.]

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Publication Details

Journal
The Journal of the Acoustical Society of America
Published
2025-04-01
DOI
https://doi.org/10.1121/10.0037756
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
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article

Elastic bits in granular metamaterials: A quantum-inspired framework for robust topological computing

M. Arif Hasan, Pierre A. Deymier, Keith Runge, Kazi Tahsin Mahmood et al.
The Journal of the Acoustical Society of America
Neural Networks and Applications
article

Elastic bits in granular metamaterials: A quantum-inspired framework for robust topological computing

M. Arif Hasan, Pierre A. Deymier, Keith Runge, Kazi Tahsin Mahmood, A. R. Hasan
article en

Abstract

This study introduces the concept of elastic bits in a driven granular metamaterial. These elastic bits function similarly to quantum bits (qubits), but they can maintain more stable superpositions by forming topological braiding structures with robust information stored in their phase. We have recently developed models using classical nonlinear granular metamaterials to simulate quantum-inspired computing. Using a two-coupled granular system, we analyze nonlinear vibrations and eigenstates through molecular dynamics simulations and Fourier analysis to map displacement fields into Hilbert spaces. These models demonstrate states resembling a multipartite two-level quantum system, where each subsystem represents an elastic bit analogous to time-dependent coherent superpositions of elastic bits. The study demonstrates the creation of two and three elastic bits, represented as tensor products of eigenstates in higher-dimensional Hilbert spaces. By manipulating these elastic bits—similar to quantum braiding operations—we can adjust the phase of the wave function. This allows for various types of braiding that enable robust quantum-inspired computations. Notably, “time” serves as the direction of braiding in this setup. [Funding: NSF Grants 2204382 and 2242925.]

The Journal of the Acoustical Society of AmericaVol. 157(4_Supplement)
University of Arizona (US), Wayne State University (US)
Openalex Percentile: Top 91%
Neural Networks and Applications
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Elastic bits in granular metamaterials: A quantum-inspired framework for robust topological computing — M. Arif Hasan, Pierre A. Deymier, et al. · The Journal of the Acoustical Society of America (2025) | TGRS Research Map | TGRS