skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Realizable hyperuniform and nonhyperuniform particle configurations with targeted spectral functions via effective pair interactions

Journal Article · · Physical Review. E
 [1];  [2]
  1. Univ. of Pennsylvania, Philadelphia, PA (United States)
  2. Princeton Univ., NJ (United States)

The capacity to identify realizable many-body configurations associated with targeted functional forms for the pair correlation function $$g_2(r)$$ or its corresponding structure factor $$\textit{S(k)}$$ is of great fundamental and practical importance. While there are obvious necessary conditions that a prescribed structure factor at number density ρ must satisfy to be configurationally realizable, sufficient conditions are generally not known due to the infinite degeneracy of configurations with different higher-order correlation functions. A major aim of this paper is to expand our theoretical knowledge of the class of pair correlation functions or structure factors that are realizable by classical disordered ensembles of particle configurations, including exotic “hyperuniform” varieties. We first introduce a theoretical formalism that provides a means to draw classical particle configurations from canonical ensembles with certain pairwise-additive potentials that could correspond to targeted analytical functional forms for the structure factor. This formulation enables us to devise an improved algorithm to construct systematically canonical-ensemble particle configurations with such targeted pair statistics, whenever realizable. As a proof of concept, we test the algorithm by targeting several different structure factors across dimensions that are known to be realizable and one hyperuniform target that is known to be nontrivially unrealizable. Our algorithm succeeds for all realizable targets and appropriately fails for the unrealizable target, demonstrating the accuracy and power of the method to numerically investigate the realizability problem. Subsequently, we also target several families of structure-factor functions that meet the known necessary realizability conditions but are not known to be realizable by disordered hyperuniform point configurations, including $$\textit{d}$$-dimensional Gaussian structure factors, $$\textit{d}$$-dimensional generalizations of the two-dimensional one-component plasma (OCP), and the $$\textit{d}$$-dimensional Fourier duals of the previous OCP cases. Moreover, we also explore unusual nonhyperuniform targets, including “hyposurficial” and “antihyperuniform” examples. In all of these instances, the targeted structure factors are achieved with high accuracy, suggesting that they are indeed realizable by equilibrium configurations with pairwise interactions at positive temperatures. Remarkably, we also show that the structure factor of nonequilibrium perfect glass, specified by two-, three-, and four-body interactions, can also be realized by equilibrium pair interactions at positive temperatures. In this work, our findings lead us to the conjecture that any realizable structure factor corresponding to either a translationally invariant equilibrium or nonequilibrium system can be attained by an equilibrium ensemble involving only effective pair interactions. Our investigation not only broadens our knowledge of analytical functional forms for $$g_2(r)$$ and $$\textit{S(k)}$$ associated with disordered point configurations across dimensions but also deepens our understanding of many-body physics. Moreover, our work can be applied to the design of materials with desirable physical properties that can be tuned by their pair statistics.

Research Organization:
Univ. of Pennsylvania, Philadelphia, PA (United States)
Sponsoring Organization:
USDOE Office of Science (SC); National Science Foundation (NSF)
Grant/Contract Number:
FG02-05ER46199; CBET-1701843
OSTI ID:
1800310
Alternate ID(s):
OSTI ID: 1605307
Journal Information:
Physical Review. E, Vol. 101, Issue 3; ISSN 2470-0045
Publisher:
American Physical Society (APS)Copyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 11 works
Citation information provided by
Web of Science

References (63)

Analogies between random matrix ensembles and the one-component plasma in two-dimensions journal March 2016
Effective dielectric tensor for electromagnetic wave propagation in random media journal April 2008
Nonequilibrium strongly hyperuniform fluids of circle active particles with large local density fluctuations journal January 2019
New Conjectural Lower Bounds on the Optimal Density of Sphere Packings journal January 2006
Ensemble Theory for Stealthy Hyperuniform Disordered Ground States journal May 2015
On the limited memory BFGS method for large scale optimization journal August 1989
Generalized Stealthy Hyperuniform Processes: Maximal Rigidity and the Bounded Holes Conjecture journal August 2018
On the realizability of pair correlation functions journal January 2006
Probing the limitations of isotropic pair potentials to produce ground-state structural extremes via inverse statistical mechanics journal October 2013
Inverse optimization techniques for targeted self-assembly journal January 2009
The Perfect Glass Paradigm: Disordered Hyperuniform Glasses Down to Absolute Zero journal November 2016
Foam as a self-assembling amorphous photonic band gap material journal April 2019
Quantum criticality in Ising chains with random hyperuniform couplings journal October 2019
Regularity conditions in the realisability problem with applications to point processes and random closed sets journal February 2015
Constraints on collective density variables: One dimension journal August 1991
Point processes in arbitrary dimension from fermionic gases, random matrix theory, and number theory journal November 2008
A uniqueness theorem for fluid pair correlation functions journal September 1974
Hyperuniform states of matter journal June 2018
Determinantal random point fields journal October 2000
Classical disordered ground states: Super-ideal gases and stealth and equi-luminous materials journal August 2008
Realizability issues for iso- g (2) processes journal November 2005
Statistical properties of determinantal point processes in high-dimensional Euclidean spaces journal April 2009
Scale invariance and self-averaging in disordered systems journal May 2004
States of classical statistical mechanical systems of infinitely many particles. I journal September 1975
States of classical statistical mechanical systems of infinitely many particles. II. Characterization of correlation measures journal September 1975
Geometrical Study of the Pair Distribution Function in the Many-Body Problem journal April 1961
The Weyl–Heisenberg ensemble: hyperuniformity and higher Landau levels journal April 2017
Classical many-particle systems with unique disordered ground states journal October 2017
High-density hyperuniform materials can be transparent journal January 2016
Geometrical ambiguity of pair statistics: Point configurations journal January 2010
Realizability of Point Processes journal September 2007
Local density fluctuations, hyperuniformity, and order metrics journal October 2003
Extreme lattices: symmetries and decorrelation journal November 2016
Probabilistic inverse design for self-assembling materials journal May 2017
Communication: Inverse design for self-assembly via on-the-fly optimization journal September 2016
Structural degeneracy in pair distance distributions journal May 2019
Existence of Pair Potential Corresponding to Specified Density and Pair Correlation journal February 2005
Reconstruction of the Structure of Dispersions journal February 1997
3D Printed Hollow-Core Terahertz Optical Waveguides with Hyperuniform Disordered Dielectric Reflectors journal September 2016
Aspects of correlation function realizability journal October 2003
Collective coordinate control of density distributions journal September 2006
Anomalous local coordination, density fluctuations, and void statistics in disordered hyperuniform many-particle ground states journal May 2011
Smith-Purcell radiation emission in aperiodic arrays journal July 2016
On the Construction of Particle Distributions with Specified Single and Pair Densities journal December 2004
Designer disordered materials with large, complete photonic band gaps journal November 2009
Particle localization and hyperuniformity of polymer-grafted nanoparticle materials: Particle localization and hyperuniformity of polymer-grafted nanoparticle materials journal March 2017
Correlation functions and the uniqueness of the state in classical statistical mechanics journal March 1973
Surface-enhanced Raman imaging of cell membrane by a highly homogeneous and isotropic silver nanostructure journal January 2015
Updating quasi-Newton matrices with limited storage journal September 1980
Scaling concepts for the dynamics of viscous liquids near an ideal glassy state journal July 1989
Intermediate deviation regime for the full eigenvalue statistics in the complex Ginibre ensemble journal July 2019
Constraints on collective density variables: Two dimensions journal October 2004
Exact Results for the Two-Dimensional One-Component Plasma journal February 1981
Necessary and sufficient conditions for realizability of point processes journal August 2011
Point processes in arbitrary dimension from fermionic gases, random matrix theory, and number theory text January 2008
High-density hyperuniform materials can be transparent preprint January 2015
Inverse Design for Self Assembly via On-the-Fly Optimization text January 2016
Scale Invariance and Self-averaging in disordered systems text January 2003
On the Construction of Particle Distributions with Specified Single and Pair Densities preprint January 2004
Collective Coordinate Control of Density Distributions text January 2006
Realizability of point processes text January 2006
Determinantal random point fields text January 2000
Regularity conditions in the realisability problem in applications to point processes and random closed sets text January 2015