activity
20112023
most citedGeneralized Multiscale Finite Element Methods (GMsFEM)

719 citations · 972 across the 29 of their papers we have counts for

collaborators

31 papers

math.NA2023

Robust domain decomposition methods for high-contrast multiscale problems on irregular domains with virtual element discretizations

Juan G. Calvo, Juan Galvis

Our research focuses on the development of domain decomposition preconditioners tailored for second-order elliptic partial differential equations. Our approach addresses two major…

math.FA2023

Higher order derivatives of the adjugate matrix and the Jordan form

Jorge I. Rubiano-Murcia, Juan Galvis

In this short note, we show that the higher-order derivatives of the adjugate matrix $\mbox{Adj}(z-A)$, are related to the nilpotent matrices and projections in the Jordan decompos…

physics.geo-ph2022

Mathematical modelling of proton migration in Earth mantle

Vadim Bobrovskiy, Juan Galvis, Alexey Kaplin +3

In the study, we address the mathematical problem of proton migration in the Earth's mantle and suggest a prototype for exploring the Earth's interior to map the effects of superio…

math.NA2022

Finite difference and finite element methods for partial differential equations on fractals

Fernando Contreras, Juan Galvis

In this paper, we present numerical procedures to compute solutions of partial differential equations posed on fractals. In particular, we consider the strong form of the equation…

cs.CR2021

A note on averaging prediction accuracy, Green's functions and other kernels

J. Galvis, Freddy Hernández-Romero, Francisco Gómez

We present the mathematical context of the predictive accuracy index and then introduce the definition of integral average transform. We establish the relation of our definition wi…

math.NA2021

Natural Factor Based Solvers

O. Andrés Cuervo, Juan Galvis, Marcus Sarkis

We consider parametric families of partial differential equations--PDEs where the parameter modifies only the (1,1) block of a saddle point matrix product of a discretization b…

math.NA2020★ 1 cited

Fast multiscale contrast independent preconditioners for linear elastic topology optimization problems

Miguel Zambrano, Sintya Serrano, Boyan S. Lazarov +1

The goal of this work is to present a fast and viable approach for the numerical solution of the high-contrast state problems arising in topology optimization. The optimization pro…

math.NA2020

On the conservation properties in multiple scale coupling and simulation for Darcy flow with hyperbolic-transport in complex flows

Juan Galvis, Eduardo Abreu, Ciro Diaz +1

We present and discuss a novel approach to deal with conservation properties for the simulation of nonlinear complex porous media flows in the presence of: 1) multiscale heterogene…

math.NA2019

On condition numbers of symmetric and nonsymmetric domain decomposition methods

Juan Galvis

Using oblique projections and angles between subspaces we write condition number estimates for abstract nonsymmetric domain decomposition methods. In particular, we consider a rest…

math.NA2019★ 2 cited

Numerical upscaling of the free boundary dam problem in multiscale high-contrast media

Juan Galvis, Carlos Vásquez, Luis F. Contreras

In this paper, we address the numerical homogenization approximation of a free-boundary dam problem posed in a heterogeneous media. More precisely, we propose a generalized multisc…

math.NA2019★ 22 cited

A convergence analysis of Generalized Multiscale Finite Element Methods

Eduardo Abreu, Ciro Diaz, Juan Galvis

In this paper, we consider an approximation method, and a novel general analysis, for second-order elliptic differential equations with heterogeneous multiscale coefficients. We ob…

math.NA2017★ 5 cited

On overlapping domain decomposition methods for high-contrast multiscale problems

Juan Galvis, Eric Chung, Yalchin Efendiev +1

We review some important ideas in the design and analysis of robust overlapping domain decomposition algorithms for high-contrast multiscale problems and propose a domain decomposi…

math.NA2017★ 1 cited

A Monte Carlo approach to computing stiffness matrices arising in polynomial chaos approximations

Juan Galvis, O. Andres Cuervo

We use a Monte Carlo method to assemble finite element matrices for polynomial Chaos approximations of elliptic equations with random coefficients. In this approach, all required e…

math.NA2017

On high-order conservative finite element methods

Eduardo Abreu, Ciro Diaz, Juan Galvis +1

A new high-order conservative finite element method for Darcy flow is presented. The key ingredient in the formulation is a volumetric, residual-based, based on Lagrange multiplier…

math.NA2015

A mass conservative generalized multiscale finite element method applied to two-phase flow in heterogeneous porous media

Michael Presho, Juan Galvis

In this paper, we propose a method for the construction of locally conservative flux fields through a variation of the Generalized Multiscale Finite Element Method (GMsFEM). The fl…

math.AP2015

Delta shock wave for a hyperbolic system of conservation laws

Richard De la cruz, Juan C. Juajibioy, Juan Galvis +1

We study the one-dimensional Riemann problem for a hyperbolic system of three conservation laws of Temple class. This systems it is a simplification of a recently propose system of…

math.NA2014

Asymptotic Expansions for High-Contrast Linear Elasticity

Leonardo A. Poveda, Sebastian Huepo, Victor M. Calo +1

We study linear elasticity problems with high contrast in the coefficients using asymptotic limits recently introduced. We derive an asymptotic expansion to solve heterogeneous ela…

math.NA2014

Localized Harmonic Characteristic Basis Functions for Multiscale Finite Element Methods

Leonardo A. Poveda, Sebastian Huepo, Victor M. Calo +1

We solve elliptic systems of equations posed on highly heterogeneous materials. Examples of this class of problems are composite structures and geological processes. We focus on a…

math.NA2014★ 11 cited

Randomized Oversampling for Generalized Multiscale Finite Element Methods

Victor M. Calo, Y. Efendiev, Juan Galvis +1

In this paper, we study the development of efficient multiscale methods for flows in heterogeneous media. Our approach uses the Generalized Multiscale Finite Element (GMsFEM) frame…

math.NA2014★ 48 cited

Global-Local Nonlinear Model Reduction for Flows in Heterogeneous Porous Media

Manal Alotaibi, Victor M. Calo, Yalchin Efendiev +2

In this paper, we combine discrete empirical interpolation techniques, global mode decomposition methods, and local multiscale methods, such as the Generalized Multiscale Finite El…

math.NA2014★ 7 cited

Multiscale Empirical Interpolation for Solving Nonlinear PDEs using Generalized Multiscale Finite Element Methods

Victor Calo, Yalchin Efendiev, Juan Galvis +1

In this paper, we propose a multiscale empirical interpolation method for solving nonlinear multiscale partial differential equations. The proposed method combines empirical interp…

math.NA2014

A Generalized Multiscale Finite Element Method for the Brinkman Equation

Guanglian Li, Juan Galvis, Ke Shi

In this paper we consider the numerical upscaling of the Brinkman equation in the presence of high-contrast permeability fields. We develop and analyze a robust and efficient Gener…

math.NA2014★ 1 cited

The analysis of FETI-DP preconditioner for full DG discretization of elliptic problems

Maksymilian Dryja, Juan Galvis, Marcus Sarkis

In this paper a discretization based on discontinuous Galerkin (DG) method for an elliptic two-dimensional problem with discontinuous coefficients is considered. The problem is pos…

math.AP2013★ 6 cited

On the Riemann problem for the simplified Bouchut-Boyaval system

Richard A. De la cruz Guerrero, Juan Galvis, Juan Carlos Juajibioy +1

In this paper we study the one-dimensional Riemann problem for a new hyperbolic system of three conservation laws of Temple class. This systems it is a simplification of a recently…