Machine learning of lubrication correction based on GPR for the coupled DPD-DEM simulation of colloidal suspensions.
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DOI: 10.1039/d1sm00250c
Abstract: Hydrodynamic interactions have a major impact on the suspension properties, but they are absent in atomic and molecular fluids due to a lack of intervening medium at close range. To reproduce the correct hydrodynamic interactions,… read more here.
Keywords: lubrication; machine learning; correction; colloidal suspensions ... See more keywords