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20092026
most citedDeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

3.4k citations · 27.2k across the 213 of their papers we have counts for

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Showing 2016 · math.NAShow all

5 papers · 2 filters

math.NA2016★ 48 cited

A Petrov-Galerkin Spectral Element Method for Fractional Elliptic Problems

Ehsan Kharazmi, Mohsen Zayernouri, George Em Karniadakis

We develop a new -continuous Petrov-Galerkin spectral element method for one-dimensional fractional elliptic problems of the form ${}_{0}{\mathcal{D}}_{x}^α u(x) - λu(x) =…

math.NA2016

Implicit-Explicit difference schemes for nonlinear fractional differential equations with non-smooth solutions

Wanrong Cao, Fanhai Zeng, Zhongqiang Zhang +1

We propose second-order implicit-explicit (IMEX) time-stepping schemes for nonlinear fractional differential equations with fractional order . From the known structure of th…

math.NA2016★ 4 cited

A Tunably-Accurate Laguerre Petrov-Galerkin Spectral Method for Multi-Term Fractional Differential Equations on the Half Line

Anna Lischke, Mohsen Zayernouri, George Em Karniadakis

We present a new tunably-accurate Laguerre Petrov-Galerkin spectral method for solving linear multi-term fractional initial value problems with derivative orders at most one and co…

math.NA2016

Petrov-Galerkin and Spectral Collocation Methods for distributed Order Differential Equations

Ehsan Kharazmi, Mohsen Zayernouri, George Em Karniadakis

Distributed order fractional operators offer a rigorous tool for mathematical modelling of multi-physics phenomena, where the differential orders are distributed over a range of va…

math.NA2016★ 81 cited

Adaptive Finite Element Method for fractional differential equations using Hierarchical Matrices

Xuan Zhao, Xiaozhe Hu, Wei Cai +1

A robust and fast solver for the fractional differential equation (FDEs) involving the Riesz fractional derivative is developed using an adaptive finite element method on non-unifo…