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Hyperuniformity of Weighted Particle Systems

Torquato, Salvatore and Kim, Jaeuk and Klatt, Michael Andreas and Car, Roberto and Steinhardt, Paul J. (2026) Hyperuniformity of Weighted Particle Systems. Physical Review X, 16 (1), 011042. American Physical Society. doi: 10.1103/fr99-qh7h. ISSN 2160-3308.

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Official URL: https://dx.doi.org/10.1103/fr99-qh7h

Abstract

Hyperuniform particle arrangements are characterized by a local number variance within a spherical window of radius R that grows more slowly than the volume of the window, i.e., R^d, in d-dimensional Euclidean space. We generalize this concept to describe the large-scale behavior of particle systems in which particles carry weights: internal degrees of freedom such as scalars (charges and masses), vectors (electric dipole moments, velocities, and torques), pseudovectors (spins and angular momenta), directors (bond orientations), tensors (quadrupole moments), or extrinsic local attributes (Voronoi-cell characteristics). The underlying hyperuniform arrangement may be ordered (crystals and quasicrystals) or disordered, the latter of which has been extensively studied for its novel properties. Our generalization extends hyperuniformity from fluctuations in particle positions to fluctuations in the spatial distribution of weights and examines how weighted fluctuations compare to their unweighted counterparts. We derive generalized weighted pair correlation functions, autocovariance functions, and spectral functions and show their relation to formulas for the local variance in weighted many-particle systems. Then, we apply our formalism to determine the hyperuniformity or nonhyperuniformity of bond-orientational ordered phases, dipolar liquid water, Voronoi-cell volumes, and certain ionic liquids in various Euclidean space dimensions. We demonstrate that hyperuniformity in the particle system does not necessarily translate to hyperuniformity of the weighted system. In fact, cases exist where a hyperuniform particle system becomes antihyperuniform when weighted and others where nonhyperuniform or antihyperuniform particle systems yield hyperuniform weighted systems. This theoretical framework provides a road map for quantifying large-scale fluctuations in weighted many-particle systems, offering a powerful tool for identifying systems with novel physical properties.

Item URL in elib:https://elib.dlr.de/223163/
Document Type:Article
Title:Hyperuniformity of Weighted Particle Systems
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Torquato, SalvatoreUNSPECIFIEDhttps://orcid.org/0000-0003-4614-335XUNSPECIFIED
Kim, JaeukUNSPECIFIEDhttps://orcid.org/0000-0002-5562-2937UNSPECIFIED
Klatt, Michael Andreasmichael.klatt (at) dlr.dehttps://orcid.org/0000-0002-1029-5960210943731
Car, RobertoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Steinhardt, Paul J.UNSPECIFIEDhttps://orcid.org/0000-0003-3488-1603UNSPECIFIED
Date:3 March 2026
Journal or Publication Title:Physical Review X
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Volume:16
DOI:10.1103/fr99-qh7h
Page Range:011042
Publisher:American Physical Society
ISSN:2160-3308
Status:Published
Keywords:Complex Systems, Condensed Matter Physics, Statistical Physics, Hyperuniformity
HGF - Research field:other
HGF - Program:other
HGF - Program Themes:other
DLR - Research area:Digitalisation
DLR - Program:D - no assignment
DLR - Research theme (Project):D - no assignment, R - Model systems, R - Synergy project SKIAS 2.0
Location: Ulm
Institutes and Institutions:Institute for AI Safety and Security
Institute for Frontier Materials on Earth and in Space
Institute for Frontier Materials on Earth and in Space > Functional Granular and Composite Materials
Deposited By: Klatt, Dr. Michael Andreas
Deposited On:07 Apr 2026 15:24
Last Modified:07 Apr 2026 15:24

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