7 citations
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★ 2 cited
Nonlocal multicontinua upscaling for multicontinua flow problems in fractured porous media
Maria Vasilyeva, Eric T. Chung, Siu Wun Cheung +2
Our goal of this paper is to develop a new upscaling method for multicontinua flow problems in fractured porous media. We consider a system of equations that describes flow phenome…