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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 2013Show all

5 papers · 1 filter

math.NA2013★ 28 cited

Estimate of the Convergence Rate of Finite Element Solutions to Elliptic Equations of Second Order with Discontinuous Coefficients

Jinchao Xu

In this paper, we consider elliptic boundary value problems with discontinuous coefficients and obtain the asymptotic optimal error estimate $\|u-u_k\|_{1,Ω}\leqslant Ch|\ln h|^{1/…

math.NA2013

Convergence and optimality of the adaptive nonconforming linear element method for the Stokes problem

Jun Hu, Jinchao Xu

In this paper, we analyze the convergence and optimality of a standard adaptive nonconforming linear element method for the Stokes problem. After establishing a special quasi--orth…

math.NA2013

Convergence and optimality of the adaptive Morley element method

Jun Hu, Zhongci Shi, Jinchao Xu

This paper is devoted to the convergence and optimality analysis of the adaptive Morley element method for the fourth order elliptic problem. A new technique is developed to establ…

math.NA2013★ 4 cited

An Error-Resilient Redundant Subspace Correction Method

Tao Cui, Jinchao Xu, Chen-Song Zhang

As we stride toward the exascale era, due to increasing complexity of supercomputers, hard and soft errors are causing more and more problems in high-performance scientific and eng…

math.NA2013★ 1 cited

Block Triangular Preconditioning for Stochastic Galerkin Method

Bin Zheng, Guang Lin, Jinchao Xu

In this paper we study fast iterative solvers for the large sparse linear systems resulting from the stochastic Galerkin discretization of stochastic partial differential equations…