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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 2017Show all

7 papers · 1 filter

math.NA2017★ 2 cited

A Unified Study of Continuous and Discontinuous Galerkin Methods

Qingguo Hong, Fei Wang, Shuonan Wu +1

A unified study is presented in this paper for the design and analysis of different finite element methods (FEMs), including conforming and nonconforming FEMs, mixed FEMs, hybrid F…

math.NA2017★ 10 cited

Interior Penalty Nonconforming Finite Element Methods for -th Order PDEs in

Shuonan Wu, Jinchao Xu

In general -dimensional simplicial meshes, we propose a family of interior penalty nonconforming finite element methods for -th order partial differential equations, where $…

math.OC2017

A Derandomized Algorithm for RP-ADMM with Symmetric Gauss-Seidel Method

Jinchao Xu, Kailai Xu, Yinyu Ye

For multi-block alternating direction method of multipliers(ADMM), where the objective function can be decomposed into multiple block components, we show that with block symmetric…

math.NA2017★ 1 cited

A unified approach to the design and analysis of AMG

Jinchao Xu, Hongxuan Zhang, Ludmil Zikatanov

In this work, we present a general framework for the design and analysis of two-level AMG methods. The approach is to find a basis for locally optimal or quasi-optimal coarse space…

math.NA2017★ 13 cited

Nonconforming Finite Element Spaces for -th Order Partial Differential Equations on Simplicial Grids When

Shuonan Wu, Jinchao Xu

In this paper, we propose a family of nonconforming finite elements for -th order partial differential equations in on simplicial grids when . This family…

math.NA2017★ 2 cited

On the Weyl's law for discretized elliptic operators

Jinchao Xu, Hongxuan Zhang, Ludmil Zikatanov

In this paper we give an estimate on the asymptotic behavior of eigenvalues of discretized elliptic boundary values problems. We first prove a simple min-max principle for selfadjo…