DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The energetics of prenucleation clusters in lattice solutions

Abstract

According to classical nucleation theory, nucleation from solution involves the formation of small atomic clusters. Most formulations of classical nucleation use continuum “droplet” approximations to describe the properties of these clusters. However, the discrete atomic nature of very small clusters may cause deviations from these approximations. Here, we present a self-consistent framework for describing the nature of these deviations. We use our framework to investigate the formation of “polycube” atomic clusters on a cubic lattice, for which we have used combinatoric data to calculate the thermodynamic properties of clusters with 17 atoms or less. We show that that the classical continuum droplet model emerges as a natural approach to describe the free energy of small clusters; but with a size-dependent surface tension. However, this formulation only arises if an appropriate “site-normalized” definition is adopted for the free energy of formation. These results are independently confirmed through the use of Monte Carlo calculations. Our results show that clusters formed from sparingly soluble materials (μM solubility range) tend to adopt compact configurations that minimize the solvent-solute interaction energy. As a consequence, there are distinct minima in the cluster-size-energy landscape that correspond to especially compact configurations. Conversely, highly soluble materials (1 M) formmore » clusters with expanded configurations that maximize configurational entropy. The effective surface tension of these clusters tends to smoothly and systematically decrease as cluster size increases. However, materials with intermediate solubility (1 mM) are found to have a balanced behavior, with cluster energies that follow the classical ‘droplet’ scaling laws remarkably well.« less

Authors:
 [1];  [2]
  1. Physical Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
  2. Physical Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99352, USA, Department of Materials Science and Engineering, University of Washington, Seattle, Washington 98195, USA
Publication Date:
Research Org.:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Laboratory Directed Research and Development (LDRD) Program
OSTI Identifier:
1330117
Alternate Identifier(s):
OSTI ID: 1368135; OSTI ID: 1420691
Report Number(s):
PNNL-SA-118541
Journal ID: ISSN 0021-9606; JCPSA6; 10.1063/1.4964489
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Published Article
Journal Name:
Journal of Chemical Physics
Additional Journal Information:
Journal Name: Journal of Chemical Physics Journal Volume: 145 Journal Issue: 21; Journal ID: ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)
Country of Publication:
United States
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Legg, Benjamin A., and De Yoreo, James J. The energetics of prenucleation clusters in lattice solutions. United States: N. p., 2016. Web. doi:10.1063/1.4964489.
Legg, Benjamin A., & De Yoreo, James J. The energetics of prenucleation clusters in lattice solutions. United States. https://doi.org/10.1063/1.4964489
Legg, Benjamin A., and De Yoreo, James J. Thu . "The energetics of prenucleation clusters in lattice solutions". United States. https://doi.org/10.1063/1.4964489.
@article{osti_1330117,
title = {The energetics of prenucleation clusters in lattice solutions},
author = {Legg, Benjamin A. and De Yoreo, James J.},
abstractNote = {According to classical nucleation theory, nucleation from solution involves the formation of small atomic clusters. Most formulations of classical nucleation use continuum “droplet” approximations to describe the properties of these clusters. However, the discrete atomic nature of very small clusters may cause deviations from these approximations. Here, we present a self-consistent framework for describing the nature of these deviations. We use our framework to investigate the formation of “polycube” atomic clusters on a cubic lattice, for which we have used combinatoric data to calculate the thermodynamic properties of clusters with 17 atoms or less. We show that that the classical continuum droplet model emerges as a natural approach to describe the free energy of small clusters; but with a size-dependent surface tension. However, this formulation only arises if an appropriate “site-normalized” definition is adopted for the free energy of formation. These results are independently confirmed through the use of Monte Carlo calculations. Our results show that clusters formed from sparingly soluble materials (μM solubility range) tend to adopt compact configurations that minimize the solvent-solute interaction energy. As a consequence, there are distinct minima in the cluster-size-energy landscape that correspond to especially compact configurations. Conversely, highly soluble materials (1 M) form clusters with expanded configurations that maximize configurational entropy. The effective surface tension of these clusters tends to smoothly and systematically decrease as cluster size increases. However, materials with intermediate solubility (1 mM) are found to have a balanced behavior, with cluster energies that follow the classical ‘droplet’ scaling laws remarkably well.},
doi = {10.1063/1.4964489},
journal = {Journal of Chemical Physics},
number = 21,
volume = 145,
place = {United States},
year = {Thu Dec 01 00:00:00 EST 2016},
month = {Thu Dec 01 00:00:00 EST 2016}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1063/1.4964489

Citation Metrics:
Cited by: 8 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Statistical mechanics of nucleation: A review
journal, August 2004

  • Ford, I. J.
  • Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 218, Issue 8
  • DOI: 10.1243/0954406041474183

Heterogeneous Nucleation in and out of Pores
journal, August 2006


Two-step mechanism for the nucleation of crystals from solution
journal, February 2005


Free energy and structure of calcium carbonate nanoparticles during early stages of crystallization
journal, June 2008

  • Quigley, D.; Rodger, P. M.
  • The Journal of Chemical Physics, Vol. 128, Issue 22
  • DOI: 10.1063/1.2940322

An attempt to extend the statistical theory of perfect solutions
journal, January 1937

  • Fowler, R. H.; Rushbrooke, G. S.
  • Transactions of the Faraday Society, Vol. 33
  • DOI: 10.1039/tf9373301272

Crystallization by particle attachment in synthetic, biogenic, and geologic environments
journal, July 2015

  • De Yoreo, J. J.; Gilbert, P. U. P. A.; Sommerdijk, N. A. J. M.
  • Science, Vol. 349, Issue 6247
  • DOI: 10.1126/science.aaa6760

Validity of classical nucleation theory for Ising models
journal, March 2010


Nucleation theorems applied to the Ising model
journal, June 1999


Solid–liquid interfacial free energy of small colloidal hard-sphere crystals
journal, October 2003

  • Cacciuto, A.; Auer, S.; Frenkel, D.
  • The Journal of Chemical Physics, Vol. 119, Issue 14
  • DOI: 10.1063/1.1607307

Reply to comments on “the thermodynamics of cluster formation in nucleation theory”
journal, March 1981


Reconsiderations of Nucleation Theory
journal, April 1962

  • Lothe, Jens; Pound, G. M.
  • The Journal of Chemical Physics, Vol. 36, Issue 8
  • DOI: 10.1063/1.1732832

Investigation of metastable states and nucleation in the kinetic Ising model
journal, March 1974


Numerical tests of nucleation theories for the Ising models
journal, July 2010


Generating functions for connected embeddings in a lattice. I. Strong embeddings
journal, April 1986


Dynamics of Nucleation in the Ising Model
journal, December 2004

  • Pan, Albert C.; Chandler, David
  • The Journal of Physical Chemistry B, Vol. 108, Issue 51
  • DOI: 10.1021/jp0471249

The Statistical Mechanical Theory of Solutions. I
journal, June 1951

  • Kirkwood, John G.; Buff, Frank P.
  • The Journal of Chemical Physics, Vol. 19, Issue 6
  • DOI: 10.1063/1.1748352

Stable Prenucleation Calcium Carbonate Clusters
journal, December 2008


Liquid-liquid separation in solutions of normal and sickle cell hemoglobin
journal, June 2002

  • Galkin, O.; Chen, K.; Nagel, R. L.
  • Proceedings of the National Academy of Sciences, Vol. 99, Issue 13
  • DOI: 10.1073/pnas.122055299

Microscopic Evidence for Liquid-Liquid Separation in Supersaturated CaCO3 Solutions
journal, August 2013


A Model for Nucleation When Nuclei Are Nonstoichiometric: Understanding the Precipitation of Iron Oxyhydroxide Nanoparticles
journal, September 2016

  • Legg, Benjamin A.; Zhu, Mengqiang; Zhang, Hengzhong
  • Crystal Growth & Design, Vol. 16, Issue 10
  • DOI: 10.1021/acs.cgd.6b00809

Comment on: ‘‘Self‐consistency correction to homogeneous nucleation theory’’
journal, January 1991

  • Girshick, Steven L.
  • The Journal of Chemical Physics, Vol. 94, Issue 1
  • DOI: 10.1063/1.460309

The free energy of a collapsing branched polymer
journal, November 1990

  • Madras, N.; Soteros, C. E.; Whittington, S. G.
  • Journal of Physics A: Mathematical and General, Vol. 23, Issue 22
  • DOI: 10.1088/0305-4470/23/22/021

Interfacial tensions electrolyte crystal-aqueous solution, from nucleation data
journal, December 1971


Patterning a surface so as to speed nucleation from solution
journal, January 2012

  • Hedges, Lester O.; Whitelam, Stephen
  • Soft Matter, Vol. 8, Issue 33
  • DOI: 10.1039/c2sm26038g

Generating functions for connected embeddings in a lattice: V. application to the simple cubic and body-centred cubic lattices
journal, November 1986


Kinetische Behandlung der Keimbildung in übersättigten Dämpfen
journal, January 1935


Statistical Theory of Condensation Phenomena
journal, March 1939

  • Frenkel, J.
  • The Journal of Chemical Physics, Vol. 7, Issue 3
  • DOI: 10.1063/1.1750413

The theory of equilibrium critical phenomena
journal, July 1967


Thermodynamics and Kinetics of Nanoclusters Controlling Gas-to-Particle Nucleation
journal, April 2009

  • Kathmann, Shawn M.; Schenter, Gregory K.; Garrett, Bruce C.
  • The Journal of Physical Chemistry C, Vol. 113, Issue 24
  • DOI: 10.1021/jp8092226

Stable prenucleation mineral clusters are liquid-like ionic polymers
journal, September 2011

  • Demichelis, Raffaella; Raiteri, Paolo; Gale, Julian D.
  • Nature Communications, Vol. 2, Issue 1
  • DOI: 10.1038/ncomms1604

Ionic Hydration and Activity in Electrolyte Solutions
journal, May 1948

  • Stokes, R. H.; Robinson, R. A.
  • Journal of the American Chemical Society, Vol. 70, Issue 5
  • DOI: 10.1021/ja01185a065

Physical Clusters, Surface Tension, and Critical Phenomena
journal, October 1967

  • Stillinger, Frank H.
  • The Journal of Chemical Physics, Vol. 47, Issue 8
  • DOI: 10.1063/1.1712264

Derivation of low‐temperature expansions for Ising model. IV. Two‐dimensional lattices‐temperature grouping
journal, August 1973

  • Sykes, M. F.; Gaunt, D. S.; Martin, J. L.
  • Journal of Mathematical Physics, Vol. 14, Issue 8
  • DOI: 10.1063/1.1666439

The size dependence of the surface free energy of titania nanocrystals
journal, January 2009

  • Zhang, Hengzhong; Chen, Bin; Banfield, Jillian F.
  • Physical Chemistry Chemical Physics, Vol. 11, Issue 14
  • DOI: 10.1039/b819623k

Origin of the Failure of Classical Nucleation Theory: Incorrect Description of the Smallest Clusters
journal, April 2007


The Statistical Thermodynamics of Multicomponent Systems
journal, July 1945

  • McMillan, William G.; Mayer, Joseph E.
  • The Journal of Chemical Physics, Vol. 13, Issue 7
  • DOI: 10.1063/1.1724036

Self-catalyzed growth of S layers via an amorphous-to-crystalline transition limited by folding kinetics
journal, September 2010

  • Chung, S.; Shin, S. -H.; Bertozzi, C. R.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 38
  • DOI: 10.1073/pnas.1008280107

Ion-association complexes unite classical and non-classical theories for the biomimetic nucleation of calcium phosphate
journal, February 2013

  • Habraken, Wouter J. E. M.; Tao, Jinhui; Brylka, Laura J.
  • Nature Communications, Vol. 4, Issue 1
  • DOI: 10.1038/ncomms2490

Works referencing / citing this record:

Diamond growth from organic compounds in hydrous fluids deep within the Earth
journal, October 2019


Stability of nanoparticles in solution: A statistical description of crystallization as a finite particle size effect in a lattice-gas model
journal, February 2019

  • Schmid, Ralf; Nielaba, Peter
  • The Journal of Chemical Physics, Vol. 150, Issue 5
  • DOI: 10.1063/1.5063665

Experimental measurement of the diamond nucleation landscape reveals classical and nonclassical features
journal, August 2018

  • Gebbie, Matthew A.; Ishiwata, Hitoshi; McQuade, Patrick J.
  • Proceedings of the National Academy of Sciences, Vol. 115, Issue 33
  • DOI: 10.1073/pnas.1803654115

Supersaturated calcium carbonate solutions are classical
journal, January 2018

  • Henzler, Katja; Fetisov, Evgenii O.; Galib, Mirza
  • Science Advances, Vol. 4, Issue 1
  • DOI: 10.1126/sciadv.aao6283