activity
20182023
most citedPrediction of numerical homogenization using deep learning for the Richards equation

23 citations · 23 across the 7 of their papers we have counts for

collaborators

7 papers

math.NA2023

Non-Local Multi-Continuum method (NLMC) for Darcy-Forchheimer flow in fractured media

Denis Spiridonov, Maria Vasilyeva

This work presents the application of the non-local multicontinuum method (NLMC) for the Darcy-Forchheimer model in fractured media. The mathematical model describes a nonlinear fl…

math.NA2022★ 23 cited

Prediction of numerical homogenization using deep learning for the Richards equation

Sergei Stepanov, Denis Spiridonov, Tina Mai

For the nonlinear Richards equation as an unsaturated flow through heterogeneous media, we build a new coarse-scale approximation algorithm utilizing numerical homogenization. This…

math.NA2022

An Online Generalized Multiscale finite element method for heat and mass transfer problem with artificial ground freezing

Denis Spiridonov, Sergei Stepanov, Vasil`ev Vasiliy

In this paper, we present an Online Generalized Multiscale Finite Element Method(Online GMsFEM) for heat and mass transfer problem in heterogeneous media with artificial ground fre…

math.NA2021

Mixed Generalized Multiscale Finite Element Method for Flow Problem in Thin Domains

Denis Spiridonov, Maria Vasilyeva, Min Wang +1

In this paper, we construct a class of Mixed Generalized Multiscale Finite Element Methods for the approximation on a coarse grid for an elliptic problem in thin two-dimensional do…

math.NA2019

Generalized Multiscale Finite Element Method for the poroelasticity problem in multicontinuum media

Aleksei Tyrylgin, Maria Vasilyeva, Denis Spiridonov +1

In this paper, we consider a poroelasticity problem in heterogeneous multicontinuum media that is widely used in simulations of the unconventional hydrocarbon reservoirs and geothe…

math.NA2019

Generalized Multiscale Finite Element method for multicontinua unsaturated flow problems in fractured porous media

Denis Spiridonov, Maria Vasilyeva, Eric T. Chung

In this paper, we present a multiscale method for simulations of the multicontinua unsaturated flow problems in heterogeneous fractured porous media. The mathematical model is desc…

math.NA2018

Upscaling method for problems in perforated domains with non-homogeneous boundary conditions on perforations using Non-Local Multi-Continuum method (NLMC)

Maria Vasilyeva, Eric T. Chung, Wing Tat Leung +2

In this paper, we present an upscaling method for problems in perforated domains with non-homogeneous boundary conditions on perforations. Our methodology is based on the recently…