Machine-learning-based non-Newtonian fluid model with molecular fidelity
Author:
Funder
Pittsburgh Supercomputing Center
Publisher
American Physical Society (APS)
Link
http://harvest.aps.org/v2/journals/articles/10.1103/PhysRevE.102.043309/fulltext
Reference36 articles.
1. Computational Rheology
2. On the formulation of rheological equations of state
3. A simple constitutive equation for polymer fluids based on the concept of deformation-dependent tensorial mobility
4. Hydrodynamics of macromolecules in a velocity field with longitudinal gradient
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