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20052026
most citedReLU Deep Neural Networks and Linear Finite Elements

155 citations · 987 across the 104 of their papers we have counts for

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Showing 2014Show all

5 papers · 1 filter

math.NA2014

A Cascadic Multigrid Algorithm for Computing the Fiedler Vector of Graph Laplacians

John C. Urschel, Xiaozhe Hu, Jinchao Xu +1

In this paper, we develop a cascadic multigrid algorithm for fast computation of the Fiedler vector of a graph Laplacian, namely, the eigenvector corresponding to the second smalle…

math.NA2014

Multilevel Preconditioners for Reaction-Diffusion Problems with Discontinuous Coefficients

Tzanio V. Kolev, Jinchao Xu, Yunrong Zhu

In this paper, we extend some of the multilevel convergence results obtained by Xu and Zhu in [Xu and Zhu, M3AS 2008], to the case of second order linear reaction-diffusion equatio…

math.NA2014★ 1 cited

A Nearly Optimal Multigrid Method for General Unstructured Grids

Lars Grasedyck, Lu Wang, Jinchao Xu

In this paper, we develop a multigrid method on unstructured shape-regular grids. For a general shape-regular unstructured grid of elements, we present a construction…

math.NA2014

Stable Finite Element Methods Preserving Exactly for MHD Models

Kaibo Hu, Yicong Ma, Jinchao Xu

This paper is devoted to the design and analysis of some structure-preserving finite element schemes for the magnetohydrodynamics (MHD) system. The main feature of the method is th…

math.NA2014★ 31 cited

Well-posedness and Robust Preconditioners for the Discretized Fluid-Structure Interaction Systems

Jinchao Xu, Kai Yang

In this paper we develop a family of preconditioners for the linear algebraic systems arising from the arbitrary Lagrangian-Eulerian discretization of some fluid-structure interact…