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/ | ||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||
| Title: | Hyperuniformity of Weighted Particle Systems | ||||||||||||||||||||||||
| Authors: |
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| 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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