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

Title: Cluster Morphology-Polymer Dynamics Correlations in Sulfonated Polystyrene Melts: Computational Study

Abstract

Reaching exceptionally long times up to 500 ns in equilibrium and nonequilibrium molecular dynamics simulations studies, we have attained a fundamental molecular understanding of the correlation of ionomer clusters structure and multiscale dynamics, providing new insight into one critical, long-standing challenge in ionic polymer physics. The cluster structure in melts of sulfonated polystyrene with Na+ and Mg2+ counterions are resolved and correlated with the dynamics on multiple length and time scales extracted from measurements of the dynamic structure factor and shear rheology. We find that as the morphology of the ionic clusters changes from ladderlike for Na+ to disordered structures for Mg2+, the dynamic structure factor is affected on the length scale corresponding to the ionic clusters. Lastly, rheology studies show that the viscosity for Mg2+ melts is higher than for Na+ ones for all shear rates, which is well correlated with the larger ionic clusters’ size for the Mg2+ melts.

Authors:
 [1];  [2];  [3]
  1. Clemson Univ., SC (United States); Washington Univ., St. Louis, MO (United States)
  2. Clemson Univ., SC (United States)
  3. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Publication Date:
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1249074
Alternate Identifier(s):
OSTI ID: 1246765
Report Number(s):
SAND-2016-3002J
Journal ID: ISSN 0031-9007; PRLTAO; 637607
Grant/Contract Number:  
AC04-94AL85000; SC007908; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review Letters
Additional Journal Information:
Journal Volume: 116; Journal Issue: 15; Journal ID: ISSN 0031-9007
Publisher:
American Physical Society (APS)
Country of Publication:
United States
Language:
English
Subject:
74 ATOMIC AND MOLECULAR PHYSICS

Citation Formats

Agrawal, Anupriya, Perahia, Dvora, and Grest, Gary S. Cluster Morphology-Polymer Dynamics Correlations in Sulfonated Polystyrene Melts: Computational Study. United States: N. p., 2016. Web. doi:10.1103/PhysRevLett.116.158001.
Agrawal, Anupriya, Perahia, Dvora, & Grest, Gary S. Cluster Morphology-Polymer Dynamics Correlations in Sulfonated Polystyrene Melts: Computational Study. United States. https://doi.org/10.1103/PhysRevLett.116.158001
Agrawal, Anupriya, Perahia, Dvora, and Grest, Gary S. Mon . "Cluster Morphology-Polymer Dynamics Correlations in Sulfonated Polystyrene Melts: Computational Study". United States. https://doi.org/10.1103/PhysRevLett.116.158001. https://www.osti.gov/servlets/purl/1249074.
@article{osti_1249074,
title = {Cluster Morphology-Polymer Dynamics Correlations in Sulfonated Polystyrene Melts: Computational Study},
author = {Agrawal, Anupriya and Perahia, Dvora and Grest, Gary S.},
abstractNote = {Reaching exceptionally long times up to 500 ns in equilibrium and nonequilibrium molecular dynamics simulations studies, we have attained a fundamental molecular understanding of the correlation of ionomer clusters structure and multiscale dynamics, providing new insight into one critical, long-standing challenge in ionic polymer physics. The cluster structure in melts of sulfonated polystyrene with Na+ and Mg2+ counterions are resolved and correlated with the dynamics on multiple length and time scales extracted from measurements of the dynamic structure factor and shear rheology. We find that as the morphology of the ionic clusters changes from ladderlike for Na+ to disordered structures for Mg2+, the dynamic structure factor is affected on the length scale corresponding to the ionic clusters. Lastly, rheology studies show that the viscosity for Mg2+ melts is higher than for Na+ ones for all shear rates, which is well correlated with the larger ionic clusters’ size for the Mg2+ melts.},
doi = {10.1103/PhysRevLett.116.158001},
journal = {Physical Review Letters},
number = 15,
volume = 116,
place = {United States},
year = {Mon Apr 11 00:00:00 EDT 2016},
month = {Mon Apr 11 00:00:00 EDT 2016}
}

Journal Article:

Citation Metrics:
Cited by: 14 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Review and critical analysis of the morphology of random ionomers across many length scales
journal, June 2008

  • Grady, Brian P.
  • Polymer Engineering & Science, Vol. 48, Issue 6
  • DOI: 10.1002/pen.21024

Perspective: Ionomer Research and Applications: Perspective: Ionomer Research and Applications
journal, December 2013

  • Zhang, Longhe; Brostowitz, Nicole R.; Cavicchi, Kevin A.
  • Macromolecular Reaction Engineering, Vol. 8, Issue 2
  • DOI: 10.1002/mren.201300181

Reconciling STEM and X-ray Scattering Data To Determine the Nanoscale Ionic Aggregate Morphology in Sulfonated Polystyrene Ionomers
journal, August 2008

  • Zhou, Nancy C.; Chan, Christopher D.; Winey, Karen I.
  • Macromolecules, Vol. 41, Issue 16
  • DOI: 10.1021/ma800805m

Phase dominance, multiple glass transitions, and apparent activation energies in some poly (styrene-co-alkali methacrylate) ionomers
journal, September 1990


Relationships between the Glass Transition Temperatures and the Type of Cations in Poly(ethyl acrylate) Ionomers
journal, April 2003

  • Kim, Su-Hwan; Kim, Joon-Seop
  • Macromolecules, Vol. 36, Issue 7
  • DOI: 10.1021/ma021744v

Synthesis and characterization of poly (styrene-co-vinyl phosphonate) ionomers
journal, January 2004

  • Wu, Qi; Weiss, R. A.
  • Journal of Polymer Science Part B: Polymer Physics, Vol. 42, Issue 19
  • DOI: 10.1002/polb.20208

Viscoelastic properties of poly(styrene-co-vinylphosphonate) ionomers
journal, December 2007


Clustering effects in ionic polymers: Molecular dynamics simulations
journal, August 2015


Model for the clustering of multiplets in ionomers
journal, March 1985


Influence of Cation Type on Structure and Dynamics in Sulfonated Polystyrene Ionomers
journal, July 2011

  • Castagna, Alicia M.; Wang, Wenqin; Winey, Karen I.
  • Macromolecules, Vol. 44, Issue 13
  • DOI: 10.1021/ma2009657

Rheological behavior of oligomeric ionomers
journal, January 2009

  • Weiss, R. A.; Zhao, Hongying
  • Journal of Rheology, Vol. 53, Issue 1
  • DOI: 10.1122/1.3003570

Linear Viscoelastic and Uniaxial Extensional Rheology of Alkali Metal Neutralized Sulfonated Oligostyrene Ionomer Melts
journal, December 2011

  • Ling, Gerald H.; Wang, Yangyang; Weiss, R. A.
  • Macromolecules, Vol. 45, Issue 1
  • DOI: 10.1021/ma201854w

Nonlinear Rheology of Lightly Sulfonated Polystyrene Ionomers
journal, March 2013

  • Qiao, Xiuying; Weiss, R. A.
  • Macromolecules, Vol. 46, Issue 6
  • DOI: 10.1021/ma3026496

Influence of Cation Type on Ionic Aggregates in Precise Ionomers
journal, June 2013

  • Bolintineanu, Dan S.; Stevens, Mark J.; Frischknecht, Amalie L.
  • Macromolecules, Vol. 46, Issue 13
  • DOI: 10.1021/ma400848m

Direct Comparisons of X-ray Scattering and Atomistic Molecular Dynamics Simulations for Precise Acid Copolymers and Ionomers
journal, January 2015

  • Buitrago, C. Francisco; Bolintineanu, Dan S.; Seitz, Michelle E.
  • Macromolecules, Vol. 48, Issue 4
  • DOI: 10.1021/ma5022117

Detailed Molecular Dynamics Simulations of a Model NaPSS in Water
journal, July 2010

  • Carrillo, Jan-Michael Y.; Dobrynin, Andrey V.
  • The Journal of Physical Chemistry B, Vol. 114, Issue 29
  • DOI: 10.1021/jp101978k

Atomistic Simulations of Dilute Polyelectrolyte Solutions
journal, March 2012

  • Park, Soohyung; Zhu, Xiao; Yethiraj, Arun
  • The Journal of Physical Chemistry B, Vol. 116, Issue 14
  • DOI: 10.1021/jp208138t

Effect of Polymer Architecture and Ionic Aggregation on the Scattering Peak in Model Ionomers
journal, March 2011


Optimized intermolecular potential functions for liquid hydrocarbons
journal, October 1984

  • Jorgensen, William L.; Madura, Jeffry D.; Swenson, Carol J.
  • Journal of the American Chemical Society, Vol. 106, Issue 22
  • DOI: 10.1021/ja00334a030

Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids
journal, January 1996

  • Jorgensen, William L.; Maxwell, David S.; Tirado-Rives, Julian
  • Journal of the American Chemical Society, Vol. 118, Issue 45
  • DOI: 10.1021/ja9621760

Atomistic Simulation Study of Linear Alkylbenzene Sulfonates at the Water/Air Interface
journal, August 2010

  • He, Xibing; Guvench, Olgun; MacKerell, Alexander D.
  • The Journal of Physical Chemistry B, Vol. 114, Issue 30
  • DOI: 10.1021/jp101860v

Sulfate Anion in Water: Model Structural, Thermodynamic, and Dynamic Properties
journal, June 1994

  • Cannon, William R.; Pettitt, B. Montgomery; McCammon, J. Andrew
  • The Journal of Physical Chemistry, Vol. 98, Issue 24
  • DOI: 10.1021/j100075a027

Energy component analysis for dilute aqueous solutions of lithium(1+), sodium(1+), fluoride(1-), and chloride(1-) ions
journal, February 1984

  • Chandrasekhar, Jayaraman; Spellmeyer, David C.; Jorgensen, William L.
  • Journal of the American Chemical Society, Vol. 106, Issue 4
  • DOI: 10.1021/ja00316a012

Development and application of a particle-particle particle-mesh Ewald method for dispersion interactions
journal, November 2012

  • Isele-Holder, Rolf E.; Mitchell, Wayne; Ismail, Ahmed E.
  • The Journal of Chemical Physics, Vol. 137, Issue 17
  • DOI: 10.1063/1.4764089

Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995


Non-Newtonian molecular dynamics
journal, July 1984


The contribution of internal degrees of freedom to the non-Newtonian rheology of model polymer fluids
journal, January 1991

  • Rudisill, J. W.; Cummings, P. T.
  • Rheologica Acta, Vol. 30, Issue 1
  • DOI: 10.1007/BF00366792

Modified nonequilibrium molecular dynamics for fluid flows with energy conservation
journal, April 1997

  • Tuckerman, Mark E.; Mundy, Christopher J.; Balasubramanian, Sundaram
  • The Journal of Chemical Physics, Vol. 106, Issue 13
  • DOI: 10.1063/1.473582

Anomalous small-angle x-ray scattering from a sulfonated polystyrene ionomer
journal, November 1988

  • Ding, Y. Samuel; Hubbard, Stevan R.; Hodgson, Keith O.
  • Macromolecules, Vol. 21, Issue 6
  • DOI: 10.1021/ma00184a028

Microstructure of ionomers: interpretation of small-angle x-ray scattering data
journal, December 1983

  • Yarusso, David J.; Cooper, Stuart L.
  • Macromolecules, Vol. 16, Issue 12
  • DOI: 10.1021/ma00246a013

Light Scattering by Fractal Aggregates: A Review
journal, January 2001


Dynamics of polystyrene sulfonate ionomers in solution. A neutron spin-echo study
journal, June 1986

  • Nyström, B.; Roots, J.; Higgins, J. S.
  • Journal of Polymer Science Part C: Polymer Letters, Vol. 24, Issue 6
  • DOI: 10.1002/pol.1986.140240607

Dynamics of polyelectrolyte solutions by neutron spin echo: molecular weight dependence
journal, May 1989

  • Kanaya, Toshiji; Kaji, Keisuke; Kitamaru, Ryozo
  • Macromolecules, Vol. 22, Issue 3
  • DOI: 10.1021/ma00193a058

Works referencing / citing this record:

Confinement-entitled morphology and ion transport in ion-containing polymers
journal, January 2019

  • Park, Moon Jeong
  • Molecular Systems Design & Engineering, Vol. 4, Issue 2
  • DOI: 10.1039/c8me00117k

Temperature response of soft ionizable polymer nanoparticles
journal, August 2018

  • Wijesinghe, Sidath; Perahia, Dvora; Grest, Gary S.
  • The Journal of Chemical Physics, Vol. 149, Issue 8
  • DOI: 10.1063/1.5043226