A GENERIC-guided active learning SPH method for viscoelastic fluids using Gaussian process regression

Xuekai Dong, David Nieto Simavilla, Jie Ouyang +2

When applying machine learning methods to learn viscoelastic constitutive relations, the polymer history dependence in viscoelastic fluids and the generalization ability of machine…