Mesoscale Modeling of Hydrogels Under Frictional Shear Stress

Hydrogels are three-dimensional networks of hydrophilic polymers often used as a simplified model of hydrated biological materials, from cartilaginous joints to the ocular tear film. However, the lubrication mechanisms of hydrogels remain poorly understood, partly due to their complex polymeric structure, which creates blurred interfaces during sliding that are challenging to study experimentally. In this study, we employ dissipative particle dynamics (DPD) to investigate the frictional behavior of a polymeric hydrogel network sliding against a solid wall in an explicit viscous solvent. This computational approach enables us to model hydrodynamic interactions and mesoscale polymer dynamics, capturing key aspects of hydrogel friction. Our simulations reveal that hydrogel friction is governed by the interplay between polymer relaxation and viscous shear, characterized by the Weissenberg number (<i>Wi</i>). At low <i>Wi</i>, friction coefficient remain nearly constant, dominated by polymer relaxation. However, at higher <i>Wi</i>, friction is dominated by viscous drag within a near-wall solvent layer, leading to a linear increase in friction coefficient with <i>Wi</i>. Furthermore, our results demonstrate an inverse relationship between the friction coefficient and the applied normal load, consistent with experimental observations. This work provides new insights into the fundamental tribological properties of hydrogels, shedding light on the micromechanics of hydrogel friction. Improving our understanding of hydrogel structure and dynamics under friction advances our knowledge of the mechanisms regulating biological lubrication in health and disease.

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Publication Details

Journal
Macromolecules
Published
2025-11-06
DOI
https://doi.org/10.1021/acs.macromol.5c01748
Primary Topic
Hydrogels: synthesis, properties, applications
Type
article
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article

Mesoscale Modeling of Hydrogels Under Frictional Shear Stress

Alexander Alexeev, Angela A. Pitenis, Amir Poorghani, Mahdi Karimi
Macromolecules
Hydrogels: synthesis, properties, applications
article

Mesoscale Modeling of Hydrogels Under Frictional Shear Stress

Alexander Alexeev, Angela A. Pitenis, Amir Poorghani, Mahdi Karimi
article en

Abstract

Hydrogels are three-dimensional networks of hydrophilic polymers often used as a simplified model of hydrated biological materials, from cartilaginous joints to the ocular tear film. However, the lubrication mechanisms of hydrogels remain poorly understood, partly due to their complex polymeric structure, which creates blurred interfaces during sliding that are challenging to study experimentally. In this study, we employ dissipative particle dynamics (DPD) to investigate the frictional behavior of a polymeric hydrogel network sliding against a solid wall in an explicit viscous solvent. This computational approach enables us to model hydrodynamic interactions and mesoscale polymer dynamics, capturing key aspects of hydrogel friction. Our simulations reveal that hydrogel friction is governed by the interplay between polymer relaxation and viscous shear, characterized by the Weissenberg number (<i>Wi</i>). At low <i>Wi</i>, friction coefficient remain nearly constant, dominated by polymer relaxation. However, at higher <i>Wi</i>, friction is dominated by viscous drag within a near-wall solvent layer, leading to a linear increase in friction coefficient with <i>Wi</i>. Furthermore, our results demonstrate an inverse relationship between the friction coefficient and the applied normal load, consistent with experimental observations. This work provides new insights into the fundamental tribological properties of hydrogels, shedding light on the micromechanics of hydrogel friction. Improving our understanding of hydrogel structure and dynamics under friction advances our knowledge of the mechanisms regulating biological lubrication in health and disease.

MacromoleculesVol. 58(23)
Georgia Institute of Technology (US), University of California, Santa Barbara (US), Material (Belgium) (BE)
Openalex Percentile: Top 72%
Hydrogels: synthesis, properties, applications
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