TY - JOUR
T1 - Molecular dynamics of ionic polymer-metal composites
AU - Truszkowska, A.
AU - Porfiri, M.
N1 - Funding Information:
Data accessibility. All the source code and input data used in this work are publicly available in a GitHub repository at New York University. Authors’ contributions. A.T. created the model, ran the simulations, obtained the results, wrote all the relevant code and produced a first draft. M.P. formulated and supervised the research, analysed the model and results and consolidated the manuscript in its present submission. Both authors read and approved the manuscript. Competing interests. We declare we have no competing interests. Funding. This research was supported by the National Science Foundation under grant no. OISE-1545857. Acknowledgements. The authors are grateful to Alain Boldini for meaningful discussions, technical insight and in-depth revision of the manuscript.
Publisher Copyright:
© 2021 The Author(s).
PY - 2021/10/18
Y1 - 2021/10/18
N2 - Ionic polymer-metal composites (IPMCs) constitute a promising class of soft, active materials with potentially ubiquitous use in science and engineering. Realizing the full potential of IPMCs calls for a deeper understanding of the mechanisms underpinning their most intriguing characteristics: the ability to deform under an electric field and the generation of a voltage upon mechanical deformation. These behaviours are tightly linked to physical phenomena at the level of atoms, including rearrangements of ions and molecules, along with the formation of sub-nanometre thick double layers on the surface of the metal electrodes. Several continuum theories have been developed to describe these phenomena, but their experimental and theoretical validation remains incomplete. IPMC modelling at the atomistic scale could beget valuable support for these efforts, by affording granular analysis of individual atoms. Here, we present a simplified atomistic model of IPMCs based on classical molecular dynamics. The three-dimensional IPMC membrane is constrained by two smooth walls, a simplified analogue of metal electrodes, impermeable only to counterions. The electric field is applied as an additional force acting on all the atoms. We demonstrate the feasibility of simulating counterions' migration and pile-up upon the application of an electric field, similar to experimental observations. By analysing the spatial configuration of atoms and stress distribution, we identify two mechanisms for stress generation. The presented model offers new insight into the physical underpinnings of actuation and sensing in IPMCs. This article is part of the theme issue 'Progress in mesoscale methods for fluid dynamics simulation'.
AB - Ionic polymer-metal composites (IPMCs) constitute a promising class of soft, active materials with potentially ubiquitous use in science and engineering. Realizing the full potential of IPMCs calls for a deeper understanding of the mechanisms underpinning their most intriguing characteristics: the ability to deform under an electric field and the generation of a voltage upon mechanical deformation. These behaviours are tightly linked to physical phenomena at the level of atoms, including rearrangements of ions and molecules, along with the formation of sub-nanometre thick double layers on the surface of the metal electrodes. Several continuum theories have been developed to describe these phenomena, but their experimental and theoretical validation remains incomplete. IPMC modelling at the atomistic scale could beget valuable support for these efforts, by affording granular analysis of individual atoms. Here, we present a simplified atomistic model of IPMCs based on classical molecular dynamics. The three-dimensional IPMC membrane is constrained by two smooth walls, a simplified analogue of metal electrodes, impermeable only to counterions. The electric field is applied as an additional force acting on all the atoms. We demonstrate the feasibility of simulating counterions' migration and pile-up upon the application of an electric field, similar to experimental observations. By analysing the spatial configuration of atoms and stress distribution, we identify two mechanisms for stress generation. The presented model offers new insight into the physical underpinnings of actuation and sensing in IPMCs. This article is part of the theme issue 'Progress in mesoscale methods for fluid dynamics simulation'.
KW - Nafion
KW - actuation
KW - chemoelectromechanics
KW - electroactive polymer
KW - ionomer
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U2 - 10.1098/rsta.2020.0408
DO - 10.1098/rsta.2020.0408
M3 - Article
C2 - 34455834
AN - SCOPUS:85115205447
SN - 0962-8428
VL - 379
JO - Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
JF - Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
IS - 2208
M1 - 20200408
ER -