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Title: Understanding the Role of Solvation Forces on the Preferential Attachment of Nanoparticles in Liquid

Abstract

We discuss optimization of colloidal nanoparticle synthesis techniques, which requires an understanding of underlying particle growth mechanisms. Nonclassical growth mechanisms are particularly important as they affect nanoparticle size and shape distributions, which in turn influence functional properties. For example, preferential attachment of nanoparticles is known to lead to the formation of mesocrystals, although the formation mechanism is currently not well-understood. Here we employ in situ liquid cell scanning transmission electron microscopy and steered molecular dynamics (SMD) simulations to demonstrate that the experimentally observed preference for end-to-end attachment of silver nanorods is a result of weaker solvation forces occurring at rod ends. In conclusion, SMD reveals that when the side of a nanorod approaches another rod, perturbation in the surface-bound water at the nanorod surface creates significant energy barriers to attachment. Additionally, rod morphology (i.e., facet shape) effects can explain the majority of the side attachment effects that are observed experimentally.

Authors:
 [1];  [1];  [2];  [1];  [3];  [4]
  1. Univ. of California, Davis, CA (United States)
  2. Florida State Univ., Tallahassee, FL (United States)
  3. Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab. (EMSL)
  4. Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Fundamental Computational Sciences Directorate
Publication Date:
Research Org.:
Univ. of California, Davis, CA (United States); Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Environmental Molecular Sciences Lab. (EMSL)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1252731
Grant/Contract Number:  
FG02-03ER46057; AC05- 76RL01830; NSF-1334012
Resource Type:
Accepted Manuscript
Journal Name:
ACS Nano
Additional Journal Information:
Journal Volume: 10; Journal Issue: 1; Journal ID: ISSN 1936-0851
Publisher:
American Chemical Society
Country of Publication:
United States
Language:
English
Subject:
77 NANOSCIENCE AND NANOTECHNOLOGY; molecular dynamics; in situ microscopy; nanoparticles; attachment

Citation Formats

Welch, David A., Woehl, Taylor J., Park, Chiwoo, Faller, Roland, Evans, James E., and Browning, Nigel D. Understanding the Role of Solvation Forces on the Preferential Attachment of Nanoparticles in Liquid. United States: N. p., 2015. Web. doi:10.1021/acsnano.5b06632.
Welch, David A., Woehl, Taylor J., Park, Chiwoo, Faller, Roland, Evans, James E., & Browning, Nigel D. Understanding the Role of Solvation Forces on the Preferential Attachment of Nanoparticles in Liquid. United States. https://doi.org/10.1021/acsnano.5b06632
Welch, David A., Woehl, Taylor J., Park, Chiwoo, Faller, Roland, Evans, James E., and Browning, Nigel D. Fri . "Understanding the Role of Solvation Forces on the Preferential Attachment of Nanoparticles in Liquid". United States. https://doi.org/10.1021/acsnano.5b06632. https://www.osti.gov/servlets/purl/1252731.
@article{osti_1252731,
title = {Understanding the Role of Solvation Forces on the Preferential Attachment of Nanoparticles in Liquid},
author = {Welch, David A. and Woehl, Taylor J. and Park, Chiwoo and Faller, Roland and Evans, James E. and Browning, Nigel D.},
abstractNote = {We discuss optimization of colloidal nanoparticle synthesis techniques, which requires an understanding of underlying particle growth mechanisms. Nonclassical growth mechanisms are particularly important as they affect nanoparticle size and shape distributions, which in turn influence functional properties. For example, preferential attachment of nanoparticles is known to lead to the formation of mesocrystals, although the formation mechanism is currently not well-understood. Here we employ in situ liquid cell scanning transmission electron microscopy and steered molecular dynamics (SMD) simulations to demonstrate that the experimentally observed preference for end-to-end attachment of silver nanorods is a result of weaker solvation forces occurring at rod ends. In conclusion, SMD reveals that when the side of a nanorod approaches another rod, perturbation in the surface-bound water at the nanorod surface creates significant energy barriers to attachment. Additionally, rod morphology (i.e., facet shape) effects can explain the majority of the side attachment effects that are observed experimentally.},
doi = {10.1021/acsnano.5b06632},
journal = {ACS Nano},
number = 1,
volume = 10,
place = {United States},
year = {Fri Nov 20 00:00:00 EST 2015},
month = {Fri Nov 20 00:00:00 EST 2015}
}

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Works referenced in this record:

Synthesis of nanoparticles in the gas phase for electronic, optical and magnetic applications—a review
journal, June 1998


Controlling the Synthesis and Assembly of Silver Nanostructures for Plasmonic Applications
journal, June 2011

  • Rycenga, Matthew; Cobley, Claire M.; Zeng, Jie
  • Chemical Reviews, Vol. 111, Issue 6
  • DOI: 10.1021/cr100275d

Noble Metal Nanoparticles for Biosensing Applications
journal, February 2012

  • Doria, Gonçalo; Conde, João; Veigas, Bruno
  • Sensors, Vol. 12, Issue 2
  • DOI: 10.3390/s120201657

Morphology-dependent nanocatalysis: metal particles
journal, January 2011

  • Li, Yong; Liu, Qiying; Shen, Wenjie
  • Dalton Transactions, Vol. 40, Issue 22
  • DOI: 10.1039/c0dt01404d

Anisotropic Metal Nanoparticles:  Synthesis, Assembly, and Optical Applications
journal, July 2005

  • Murphy, Catherine J.; Sau, Tapan K.; Gole, Anand M.
  • The Journal of Physical Chemistry B, Vol. 109, Issue 29
  • DOI: 10.1021/jp0516846

A review of modern transition-metal nanoclusters: their synthesis, characterization, and applications in catalysis
journal, September 1999


Origin of nanomorphology: does a complete theory of nanoparticle evolution exist?
journal, January 2010

  • Seyed-Razavi, Alireza; Snook, Ian K.; Barnard, Amanda S.
  • J. Mater. Chem., Vol. 20, Issue 3
  • DOI: 10.1039/B915383G

How to control the shape of metal nanostructures in organic solution phase synthesis for plasmonics and catalysis
journal, April 2013


PtM (M=Cu, Co, Ni, Fe) Nanocrystals: From Small Nanoparticles to Wormlike Nanowires by Oriented Attachment
journal, November 2012

  • Yu, Xiaofei; Wang, Dingsheng; Peng, Qing
  • Chemistry - A European Journal, Vol. 19, Issue 1
  • DOI: 10.1002/chem.201203332

Metal Nanocrystals with Highly Branched Morphologies
journal, November 2010

  • Lim, Byungkwon; Xia, Younan
  • Angewandte Chemie International Edition, Vol. 50, Issue 1
  • DOI: 10.1002/anie.201002024

Understanding the oriented-attachment growth of nanocrystals from an energy point of view: a review
journal, January 2014

  • Lv, Weiqiang; He, Weidong; Wang, Xiaoning
  • Nanoscale, Vol. 6, Issue 5
  • DOI: 10.1039/c3nr04717b

In situ TEM investigation of β-FeOOH and α-Fe2O3 nanorods
journal, March 2012

  • Almeida, Trevor P.; Fay, Michael W.; Zhu, Yanqiu
  • Physica E: Low-dimensional Systems and Nanostructures, Vol. 44, Issue 6
  • DOI: 10.1016/j.physe.2011.01.016

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

Real-Time Imaging of Pt3Fe Nanorod Growth in Solution
journal, May 2012


High-Resolution EM of Colloidal Nanocrystal Growth Using Graphene Liquid Cells
journal, April 2012


Direct Observation of Nanoparticle Superlattice Formation by Using Liquid Cell Transmission Electron Microscopy
journal, February 2012

  • Park, Jungwon; Zheng, Haimei; Lee, Won Chul
  • ACS Nano, Vol. 6, Issue 3
  • DOI: 10.1021/nn203837m

Direct in Situ Observation of Nanoparticle Synthesis in a Liquid Crystal Surfactant Template
journal, March 2012

  • Parent, Lucas R.; Robinson, David B.; Woehl, Taylor J.
  • ACS Nano, Vol. 6, Issue 4
  • DOI: 10.1021/nn300671g

In Situ Visualization of Self-Assembly of Charged Gold Nanoparticles
journal, February 2013

  • Liu, Yuzi; Lin, Xiao-Min; Sun, Yugang
  • Journal of the American Chemical Society, Vol. 135, Issue 10
  • DOI: 10.1021/ja312620e

In situ liquid-cell electron microscopy of colloid aggregation and growth dynamics
journal, June 2011


Controlled Growth of Nanoparticles from Solution with In Situ Liquid Transmission Electron Microscopy
journal, July 2011

  • Evans, James E.; Jungjohann, Katherine L.; Browning, Nigel D.
  • Nano Letters, Vol. 11, Issue 7
  • DOI: 10.1021/nl201166k

Charged Nanoparticle Dynamics in Water Induced by Scanning Transmission Electron Microscopy
journal, February 2012

  • White, E. R.; Mecklenburg, Matthew; Shevitski, Brian
  • Langmuir, Vol. 28, Issue 8
  • DOI: 10.1021/la2048486

In Situ Live Observation of Nucleation and Dissolution of Sodium Chlorate Nanoparticles by Transmission Electron Microscopy
journal, January 2014

  • Kimura, Yuki; Niinomi, Hiromasa; Tsukamoto, Katsuo
  • Journal of the American Chemical Society, Vol. 136, Issue 5
  • DOI: 10.1021/ja412111f

Direction-Specific Interactions Control Crystal Growth by Oriented Attachment
journal, May 2012


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


Nanoparticle Dynamics in a Nanodroplet
journal, March 2014

  • Lu, Jingyu; Aabdin, Zainul; Loh, N. Duane
  • Nano Letters, Vol. 14, Issue 4
  • DOI: 10.1021/nl500766j

Radiation damage in the TEM and SEM
journal, August 2004


Experimental procedures to mitigate electron beam induced artifacts during in situ fluid imaging of nanomaterials
journal, April 2013


Factors influencing quantitative liquid (scanning) transmission electron microscopy
journal, January 2014

  • Abellan, P.; Woehl, T. J.; Parent, L. R.
  • Chem. Commun., Vol. 50, Issue 38
  • DOI: 10.1039/c3cc48479c

Electron–Water Interactions and Implications for Liquid Cell Electron Microscopy
journal, September 2014

  • Schneider, Nicholas M.; Norton, Michael M.; Mendel, Brian J.
  • The Journal of Physical Chemistry C, Vol. 118, Issue 38
  • DOI: 10.1021/jp507400n

Uncovering Molecular Processes in Crystal Nucleation and Growth by Using Molecular Simulation
journal, January 2011

  • Anwar, Jamshed; Zahn, Dirk
  • Angewandte Chemie International Edition, Vol. 50, Issue 9
  • DOI: 10.1002/anie.201000463

Molecular dynamics simulations of nanoparticles
journal, January 2008

  • Tian, Pu
  • Annual Reports Section "C" (Physical Chemistry), Vol. 104
  • DOI: 10.1039/b703897f

Mechanisms of Oriented Attachment of TiO 2 Nanocrystals in Vacuum and Humid Environments: Reactive Molecular Dynamics
journal, March 2014

  • Raju, Muralikrishna; van Duin, Adri C. T.; Fichthorn, Kristen A.
  • Nano Letters, Vol. 14, Issue 4
  • DOI: 10.1021/nl404533k

Orientational Ordering of Passivating Ligands on CdS Nanorods in Solution Generates Strong Rod–Rod Interactions
journal, December 2013

  • Widmer-Cooper, Asaph; Geissler, Phillip
  • Nano Letters, Vol. 14, Issue 1
  • DOI: 10.1021/nl403067p

Role of Solvent in the Shape-Controlled Synthesis of Anisotropic Colloidal Nanostructures
journal, September 2011

  • Sathiyanarayanan, Rajesh; Alimohammadi, Mozhgan; Zhou, Ya
  • The Journal of Physical Chemistry C, Vol. 115, Issue 39
  • DOI: 10.1021/jp2046307

Molecular-dynamics simulation of forces between nanoparticles in a Lennard-Jones liquid
journal, November 2003

  • Qin, Yong; Fichthorn, Kristen A.
  • The Journal of Chemical Physics, Vol. 119, Issue 18
  • DOI: 10.1063/1.1615493

Simulating interactions between nanoparticles in Lennard-Jones liquids
journal, May 2013


Evaluation of Interaction Forces between Macroparticles in Simple Fluids by Molecular Dynamics Simulation
journal, January 1999

  • Shinto, Hiroyuki; Miyahara, Minoru; Higashitani, Ko
  • Journal of Colloid and Interface Science, Vol. 209, Issue 1
  • DOI: 10.1006/jcis.1998.5870

Electron microscopy of specimens in liquid
journal, October 2011

  • de Jonge, Niels; Ross, Frances M.
  • Nature Nanotechnology, Vol. 6, Issue 11, p. 695-704
  • DOI: 10.1038/nnano.2011.161

Direct Observation of Aggregative Nanoparticle Growth: Kinetic Modeling of the Size Distribution and Growth Rate
journal, December 2013

  • Woehl, Taylor J.; Park, Chiwoo; Evans, James E.
  • Nano Letters, Vol. 14, Issue 1
  • DOI: 10.1021/nl4043328

An Energy Investigation into 1D/2D Oriented-Attachment Assemblies of 1D Ag Nanocrystals
journal, June 2014


Electrohydrodynamics: The Taylor-Melcher Leaky Dielectric Model
journal, January 1997


Works referencing / citing this record:

Thin water films covering oxide nanomaterials: Stability issues and influences on materials processing
journal, February 2019

  • Bourret, Gilles R.; Diwald, Oliver
  • Journal of Materials Research, Vol. 34, Issue 3
  • DOI: 10.1557/jmr.2018.429

Nanoparticle Interactions Guided by Shape-Dependent Hydrophobic Forces
journal, March 2018


Quantitative Mapping of Nanoscale Chemical Dynamics in Sub-Sampled Operando (S)TEM Images using Spatio-Temporal Analytics
journal, May 2018

  • Stanfill, Bryan A.; Reehl, Sarah M.; Johnson, Margaret C.
  • ChemCatChem, Vol. 10, Issue 14
  • DOI: 10.1002/cctc.201800333

Nanoparticle Superlattices: The Roles of Soft Ligands
journal, September 2017


Oriented Growth of α-MnO2 Nanorods Using Natural Extracts from Grape Stems and Apple Peels
journal, May 2017

  • Sanchez-Botero, Lina; Herrera, Adriana; Hinestroza, Juan
  • Nanomaterials, Vol. 7, Issue 5
  • DOI: 10.3390/nano7050117

Investigating materials formation with liquid-phase and cryogenic TEM
journal, June 2016


Controlling the spatio-temporal dose distribution during STEM imaging by subsampled acquisition: In-situ observations of kinetic processes in liquids
journal, August 2019

  • Mehdi, B. L.; Stevens, A.; Kovarik, L.
  • Applied Physics Letters, Vol. 115, Issue 6
  • DOI: 10.1063/1.5096595

Dynamics of Templated Assembly of Nanoparticle Filaments within Nanochannels
journal, July 2017

  • Miele, Ermanno; Raj, Sanoj; Baraissov, Zhaslan
  • Advanced Materials, Vol. 29, Issue 37
  • DOI: 10.1002/adma.201702682

Automating material image analysis for material discovery
journal, April 2019


Observing the colloidal stability of iron oxide nanoparticles in situ
journal, January 2019

  • Hufschmid, Ryan; Teeman, Eric; Mehdi, B. Layla
  • Nanoscale, Vol. 11, Issue 27
  • DOI: 10.1039/c9nr03709h

Directional Statistics of Preferential Orientations of Two Shapes in Their Aggregate and Its Application to Nanoparticle Aggregation
journal, May 2018


Nanoparticle Superlattices: The Roles of Soft Ligands
journal, September 2017


Imaging the polymerization of multivalent nanoparticles in solution
journal, October 2017


Direct Observation of Early Stages of Growth of Multilayered DNA-Templated Au-Pd-Au Core-Shell Nanoparticles in Liquid Phase
journal, February 2019

  • Bhattarai, Nabraj; Prozorov, Tanya
  • Frontiers in Bioengineering and Biotechnology, Vol. 7
  • DOI: 10.3389/fbioe.2019.00019

Oriented Growth of α-MnO2 Nanorods Using Natural Extracts from Grape Stems and Apple Peels
journal, May 2017

  • Sanchez-Botero, Lina; Herrera, Adriana; Hinestroza, Juan
  • Nanomaterials, Vol. 7, Issue 5
  • DOI: 10.3390/nano7050117