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Updated: Jun 23, 2026

Preparation of Nanoparticles for ToF-SIMS and XPS Analysis
Published on: September 13, 2020
Shear thinning of nanoparticle suspensions
Pieter J In 't Veld1, Matt K Petersen, Gary S Grest
1Sandia National Laboratories, Albuquerque, New Mexico 87185, USA.
Large scale simulations reveal nanoparticle rheology in explicit solvents. Explicit solvent inclusion significantly impacts nanoparticle behavior, offering insights into colloidal systems and gel formation.
Area of Science:
- Computational physics
- Materials science
- Soft matter physics
Background:
- Understanding nanoparticle behavior in solvents is crucial for designing advanced materials.
- Previous models often used implicit solvents, potentially oversimplifying complex interactions.
Purpose of the Study:
- To investigate the shear rheology of nanoparticles in an explicit solvent using large-scale simulations.
- To compare nanoparticle behavior in explicit versus implicit solvent models.
- To explore how varying nanoparticle-solvent interactions affects colloidal systems.
Main Methods:
- Nonequilibrium molecular dynamics (MD) simulations.
- Modeling nanoparticles as uniform distributions of Lennard-Jones particles.
- Representing the solvent with standard Lennard-Jones particles.
Main Results:
- Detailed shear rheology data for spherical nanoparticles (10x solvent diameter) across various volume fractions.
- Demonstrated the significant effect of explicit solvent inclusion on the nanoparticle pair correlation function compared to implicit models.
- Observed similar shear rheology for dumbbell nanoparticles as for single spherical nanoparticles.
Conclusions:
- Explicit solvent modeling provides a more accurate representation of nanoparticle systems.
- The simulation framework can model diverse colloidal systems, including gels and glasses.
- Nanoparticle shape (spherical vs. dumbbell) has a comparable effect on rheology under these conditions.
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