7 citations · 7 across the 2 of their papers we have counts for
2 papers
math.NA2018★ 7 cited
Machine learning for accelerating effective property prediction for poroelasticity problem in stochastic media
Maria Vasilyeva, Aleksey Tyrylgin
In this paper, we consider a numerical homogenization of the poroelasticity problem with stochastic properties. The proposed method based on the construction of the deep neural net…
math.NA2018
A three-level multi-continua upscaling method for flow problems in fractured porous media
Maria Vasilyeva, Eric T. Chung, Yalchin Efendiev +1
Traditional two level upscaling techniques suffer from a high offline cost when the coarse grid size is much larger than the fine grid size. Thus, multilevel methods are desirable…