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Title: Elucidating the Formation Mechanisms of Silver Nanoparticles from a Comprehensive Simulation Based on First-Principles Calculations

Abstract

The nucleation and growth of silver nanoparticles are modeled and simulated based on first-principles calculations. The formation energy of single-crystal and multiply twinned particles is calculated to elucidate the thermodynamic properties of particles and modeled as a function of geometric parameters. On the basis of the calculated formation energy and the molecular collision theory, Kinetic Monte Carlo simulations are performed to trace the formation process of silver nanoparticles. In particular, the temporal change of size distribution and morphology are obtained and used to elucidate the governing mechanism in each stage of the formation process. It is demonstrated that the formation process is separated into four phases depending on the power-law time dependence of the particle formation and they are characterized by the size difference between coalescent particles. The temperature dependence of size distribution and morphology is also studied to elucidate the underlying mechanisms. The findings are compared with classical theories quantitatively and a strategy to control the morphology of silver nanoparticles is discussed.

Authors:
 [1]; ORCiD logo [2]
  1. Univ. of Alabama, Huntsville, AL (United States). Optical Science and Engineering Program
  2. Univ. of Alabama, Huntsville, AL (United States). Dept. of Mechanical and Aerospace Engineering
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1483661
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Physical Chemistry. C
Additional Journal Information:
Journal Volume: 122; Journal Issue: 2; Journal ID: ISSN 1932-7447
Publisher:
American Chemical Society
Country of Publication:
United States
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Sultana, Hosna, and Lee, Eunseok. Elucidating the Formation Mechanisms of Silver Nanoparticles from a Comprehensive Simulation Based on First-Principles Calculations. United States: N. p., 2017. Web. doi:10.1021/acs.jpcc.7b09991.
Sultana, Hosna, & Lee, Eunseok. Elucidating the Formation Mechanisms of Silver Nanoparticles from a Comprehensive Simulation Based on First-Principles Calculations. United States. https://doi.org/10.1021/acs.jpcc.7b09991
Sultana, Hosna, and Lee, Eunseok. Fri . "Elucidating the Formation Mechanisms of Silver Nanoparticles from a Comprehensive Simulation Based on First-Principles Calculations". United States. https://doi.org/10.1021/acs.jpcc.7b09991. https://www.osti.gov/servlets/purl/1483661.
@article{osti_1483661,
title = {Elucidating the Formation Mechanisms of Silver Nanoparticles from a Comprehensive Simulation Based on First-Principles Calculations},
author = {Sultana, Hosna and Lee, Eunseok},
abstractNote = {The nucleation and growth of silver nanoparticles are modeled and simulated based on first-principles calculations. The formation energy of single-crystal and multiply twinned particles is calculated to elucidate the thermodynamic properties of particles and modeled as a function of geometric parameters. On the basis of the calculated formation energy and the molecular collision theory, Kinetic Monte Carlo simulations are performed to trace the formation process of silver nanoparticles. In particular, the temporal change of size distribution and morphology are obtained and used to elucidate the governing mechanism in each stage of the formation process. It is demonstrated that the formation process is separated into four phases depending on the power-law time dependence of the particle formation and they are characterized by the size difference between coalescent particles. The temperature dependence of size distribution and morphology is also studied to elucidate the underlying mechanisms. The findings are compared with classical theories quantitatively and a strategy to control the morphology of silver nanoparticles is discussed.},
doi = {10.1021/acs.jpcc.7b09991},
journal = {Journal of Physical Chemistry. C},
number = 2,
volume = 122,
place = {United States},
year = {Fri Dec 22 00:00:00 EST 2017},
month = {Fri Dec 22 00:00:00 EST 2017}
}

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Cited by: 2 works
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Figures / Tables:

Figure 1 Figure 1: Illustration for a few single-crystal and icosahedron silver particles among the ones used in this study. The dashed area indicates the interface between twinned crystals in icosahedrons.

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Works referenced in this record:

Mechanisms of Nucleation and Growth of Nanoparticles in Solution
journal, July 2014

  • Thanh, Nguyen T. K.; Maclean, N.; Mahiddine, S.
  • Chemical Reviews, Vol. 114, Issue 15
  • DOI: 10.1021/cr400544s

Size of Elementary Clusters and Process Period in Silver Nanoparticle Formation
journal, September 2011

  • Takesue, Masafumi; Tomura, Takuya; Yamada, Mitsuru
  • Journal of the American Chemical Society, Vol. 133, Issue 36
  • DOI: 10.1021/ja202815y

Structural properties of nanoclusters: Energetic, thermodynamic, and kinetic effects
journal, May 2005


Fundamental growth principles of colloidal metal nanoparticles – a new perspective
journal, January 2015


Observation of Single Colloidal Platinum Nanocrystal Growth Trajectories
journal, June 2009


Tailoring properties and functionalities of metal nanoparticles through crystallinity engineering
journal, August 2007

  • Tang, Yun; Ouyang, Min
  • Nature Materials, Vol. 6, Issue 10
  • DOI: 10.1038/nmat1982

Tuning the Crystallinity of Au Nanoparticles
journal, February 2010


Mechanism of Silver Particle Formation during Photoreduction Using In Situ Time-Resolved SAXS Analysis
journal, December 2010

  • Harada, Masafumi; Katagiri, Etsuko
  • Langmuir, Vol. 26, Issue 23
  • DOI: 10.1021/la102705h

Clarifying stability, probability and population in nanoparticle ensembles
journal, January 2014


Kinetische Behandlung der Keimbildung in übersättigten Dämpfen
journal, January 1935


Theory, Production and Mechanism of Formation of Monodispersed Hydrosols
journal, November 1950

  • LaMer, Victor K.; Dinegar, Robert H.
  • Journal of the American Chemical Society, Vol. 72, Issue 11
  • DOI: 10.1021/ja01167a001

Pathway from a Molecular Precursor to Silver Nanoparticles: The Prominent Role of Aggregative Growth
journal, June 2010

  • Richards, Vernal N.; Rath, Nigam P.; Buhro, William E.
  • Chemistry of Materials, Vol. 22, Issue 11
  • DOI: 10.1021/cm100871g

Size, Shape, Stability, and Color of Plasmonic Silver Nanoparticles
journal, April 2014

  • González, A. L.; Noguez, Cecilia; Beránek, J.
  • The Journal of Physical Chemistry C, Vol. 118, Issue 17
  • DOI: 10.1021/jp5018168

Atomic Structure of Small and Intermediate-Size Silver Nanoclusters
journal, June 2008

  • Angulo, Ali M.; Noguez, Cecilia
  • The Journal of Physical Chemistry A, Vol. 112, Issue 26
  • DOI: 10.1021/jp801545x

First-Principles Study and Model of Dielectric Functions of Silver Nanoparticles
journal, October 2010

  • He, Yi; Zeng, Taofang
  • The Journal of Physical Chemistry C, Vol. 114, Issue 42
  • DOI: 10.1021/jp101598j

Validation of Methods for Computational Catalyst Design: Geometries, Structures, and Energies of Neutral and Charged Silver Clusters
journal, April 2015

  • Duanmu, Kaining; Truhlar, Donald G.
  • The Journal of Physical Chemistry C, Vol. 119, Issue 17
  • DOI: 10.1021/acs.jpcc.5b01545

In situ Transmission Electron Microscopy observation of Ag nanocrystal evolution by surfactant free electron-driven synthesis
journal, March 2016

  • Longo, Elson; Avansi, Waldir; Bettini, Jefferson
  • Scientific Reports, Vol. 6, Issue 1
  • DOI: 10.1038/srep21498

Ab initiomolecular dynamics for liquid metals
journal, January 1993


Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set
journal, October 1996


Ab initio molecular-dynamics simulation of the liquid-metal–amorphous-semiconductor transition in germanium
journal, May 1994


Rationale for mixing exact exchange with density functional approximations
journal, December 1996

  • Perdew, John P.; Ernzerhof, Matthias; Burke, Kieron
  • The Journal of Chemical Physics, Vol. 105, Issue 22, p. 9982-9985
  • DOI: 10.1063/1.472933

Generalized Gradient Approximation Made Simple [Phys. Rev. Lett. 77, 3865 (1996)]
journal, February 1997


Controlled Growth of Colloidal Gold Nanoparticles: Single-Crystalline versus Multiply-twinned Particles
journal, September 2015

  • Carbó-Argibay, Enrique; Rodríguez-González, Benito
  • Israel Journal of Chemistry, Vol. 56, Issue 4
  • DOI: 10.1002/ijch.201500032

Wulff Construction for Alloy Nanoparticles
journal, August 2011

  • Ringe, E.; Van Duyne, R. P.; Marks, L. D.
  • Nano Letters, Vol. 11, Issue 8
  • DOI: 10.1021/nl2018146

Seed-mediated growth of noble metal nanocrystals: crystal growth and shape control
journal, January 2013


Ab initio kinetic Monte Carlo model of ionic conduction in bulk yttria-stabilized zirconia
journal, July 2012

  • Lee, Eunseok; Prinz, Friedrich B.; Cai, Wei
  • Modelling and Simulation in Materials Science and Engineering, Vol. 20, Issue 6
  • DOI: 10.1088/0965-0393/20/6/065006

Insights into Diffusion Mechanisms in P2 Layered Oxide Materials by First-Principles Calculations
journal, September 2014

  • Mo, Yifei; Ong, Shyue Ping; Ceder, Gerbrand
  • Chemistry of Materials, Vol. 26, Issue 18
  • DOI: 10.1021/cm501563f

First Principles Calculation of the Interdiffusion Coefficient in Binary Alloys
journal, February 2005


Growth Kinetics of Gold Nanocrystals: A Combined Small-Angle X-Ray Scattering and Calorimetric Study
journal, May 2008


Formation Mechanism of Colloidal Silver Nanoparticles: Analogies and Differences to the Growth of Gold Nanoparticles
journal, June 2012

  • Polte, Jörg; Tuaev, Xenia; Wuithschick, Maria
  • ACS Nano, Vol. 6, Issue 7
  • DOI: 10.1021/nn301724z

A climbing image nudged elastic band method for finding saddle points and minimum energy paths
journal, December 2000

  • Henkelman, Graeme; Uberuaga, Blas P.; Jónsson, Hannes
  • The Journal of Chemical Physics, Vol. 113, Issue 22, p. 9901-9904
  • DOI: 10.1063/1.1329672

Improved tangent estimate in the nudged elastic band method for finding minimum energy paths and saddle points
journal, December 2000

  • Henkelman, Graeme; Jónsson, Hannes
  • The Journal of Chemical Physics, Vol. 113, Issue 22
  • DOI: 10.1063/1.1323224

Ab initio study of step formation and self-diffusion on Ag(100)
journal, May 1997


EAM study of surface self-diffusion of single adatoms of fcc metals Ni, Cu, Al, Ag, Au, Pd, and Pt
journal, August 1991


Shape-Controlled Synthesis of Gold and Silver Nanoparticles
journal, December 2002


Monodisperse Icosahedral Ag, Au, and Pd Nanoparticles: Size Control Strategy and Superlattice Formation
journal, December 2008

  • Zhang, Qingbo; Xie, Jianping; Yang, Jinhua
  • ACS Nano, Vol. 3, Issue 1
  • DOI: 10.1021/nn800531q

Size-Selected Ag Nanoparticles with Five-Fold Symmetry
journal, May 2009

  • Gracia-Pinilla, Miguel Ángel; Ferrer, Domingo; Mejía-Rosales, Sergio
  • Nanoscale Research Letters, Vol. 4, Issue 8
  • DOI: 10.1007/s11671-009-9328-4

Fivefold and threefold symmetries in silver clusters
journal, May 1988

  • Giorgio, S.; Urban, J.
  • Applied Physics Letters, Vol. 52, Issue 18
  • DOI: 10.1063/1.99100

Direct in Situ Determination of the Mechanisms Controlling Nanoparticle Nucleation and Growth
journal, September 2012

  • Woehl, Taylor J.; Evans, James E.; Arslan, Ilke
  • ACS Nano, Vol. 6, Issue 10
  • DOI: 10.1021/nn303371y

Absorption Spectrum and Some Chemical Reactions of Colloidal Platinum in Aqueous Solution
journal, September 1995

  • Henglein, A.; Ershov, B. G.; Malow, M.
  • The Journal of Physical Chemistry, Vol. 99, Issue 38
  • DOI: 10.1021/j100038a053

A Systematic Study of the Synthesis of Silver Nanoplates: Is Citrate a “Magic” Reagent?
journal, November 2011

  • Zhang, Qiao; Li, Na; Goebl, James
  • Journal of the American Chemical Society, Vol. 133, Issue 46
  • DOI: 10.1021/ja2080345

Structural and electronic analysis of the atomic scale nucleation of Ag on α-Ag2WO4 induced by electron irradiation
journal, June 2014

  • Andrés, Juan; Gracia, Lourdes; Gonzalez-Navarrete, Patricio
  • Scientific Reports, Vol. 4, Issue 1
  • DOI: 10.1038/srep05391

Toward an Understanding of the Growth of Ag Filaments on α-Ag 2 WO 4 and Their Photoluminescent Properties: A Combined Experimental and Theoretical Study
journal, December 2013

  • Longo, Elson; Volanti, Diogo P.; Longo, Valéria M.
  • The Journal of Physical Chemistry C, Vol. 118, Issue 2
  • DOI: 10.1021/jp408167v

Nanocluster nucleation and growth kinetic and mechanistic studies: A review emphasizing transition-metal nanoclusters
journal, January 2008


The kinetics of precipitation from supersaturated solid solutions
journal, April 1961


Coalescence kinetics of unequal sized nanoparticles
journal, January 2006


Sequential Growth of Magic-Size CdSe Nanocrystals
journal, February 2007