Rheological Properties of Small-Molecular Liquids at High Shear Strain Rates

Rheological Properties of Small-Molecular Liquids at High Shear Strain Rates

Molecular-scale understanding of rheological properties of small-molecular liquids and polymers is critical to optimizing their performance in practical applications such as lubrication and hydraulic fracking. We combine nonequilibrium molecular dynamics simulations with two unsupervised machine lea...

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Bibliographic Details
Main Authors: Wenhui Li, JCS Kadupitiya, Vikram Jadhao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Polymers
Subjects:
shear thinning
molecular orientation
nonequilibrium molecular dynamics simulations
machine learning
principal component analysis
elastohydrodynamic lubrication
Online Access:https://www.mdpi.com/2073-4360/15/9/2166

Internet

https://www.mdpi.com/2073-4360/15/9/2166

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