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20002026
most citedDeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

3.4k citations

Showing 2017Show all

171 papers · 1 filter

math.NA2017

A variant of the plane wave least squares method for the time-harmonic Maxwell's equations

Qiya Hu, Rongrong Song

In this paper we are concerned with the plane wave method for the discretization of time-harmonic Maxwell's equations in three dimensions. As pointed out in [6], it is difficult to…

math.NA2017

A novel divergence-free Finite Element Method for the MHD Kinematics equations using Vector-potential

Lingxiao Li

We propose a new mixed finite element method for the three-dimensional steady magnetohydrodynamic (MHD) kinematics equations for which the velocity of the fluid is given. Although…

math-ph2017★ 30 cited

Partial-skew-orthogonal polynomials and related integrable lattices with Pfaffian tau-functions

Xiang-Ke Chang, Yi He, Xing-Biao Hu +1

Skew-orthogonal polynomials (SOPs) arise in the study of the n-point distribution function for orthogonal and symplectic random matrix ensembles. Motivated by the average of charac…

math.AP2017

Global structure and regularity of solutions to the Eikonal equation

Tian-Hong Li, JingHua Wang, HaiRui Wen

The time dependent Eikonal equation is a Hamilton-Jacobi equation with Hamiltonian , which is not strictly convex nor smooth. The regularizing effect of Hamiltonian for t…

math.NA2017★ 5 cited

An Efficient Multigrid Method for Ground State Solution of Bose-Einstein Condensates

Hehu Xie, Fei Xu, Ning Zhang

An efficient multigrid method is proposed to compute the ground state solution of Bose-Einstein condensations by the finite element method based on the combination of the multigrid…

cs.CV2017★ 1 cited

Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise

Chihao Zhang, Shihua Zhang

Matrix decomposition is a popular and fundamental approach in machine learning and data mining. It has been successfully applied into various fields. Most matrix decomposition meth…