Isogeometric Collocation Method for the Fractional Laplacian in the 2D Bounded Domain
Kailai Xu, Eric Darve

TL;DR
This paper develops an isogeometric collocation method for solving fractional PDEs involving the fractional Laplacian in 2D, demonstrating higher accuracy and convergence rates compared to finite element methods.
Contribution
The paper introduces a novel isogeometric collocation approach for fractional Laplacian problems, showing improved accuracy and convergence in 2D nonlocal PDEs.
Findings
Monotonous convergence at rate O(N^{-1})
Higher accuracy per degree of freedom than finite element methods
Effective for fractional Poisson and time-dependent fractional porous media equations
Abstract
We consider the isogeometric analysis for fractional PDEs involving the fractional Laplacian in two dimensions. An isogeometric collocation method is developed to discretize the fractional Laplacian and applied to the fractional Poisson problem and the time-dependent fractional porous media equation. Numerical studies exhibit monotonous convergence with a rate of , where is the degrees of freedom. A comparison with finite element analysis shows that the method enjoys higher accuracy per degree of freedom and has a better convergence rate. We demonstrate that isogeometric analysis offers a novel and promising computational tool for nonlocal problems.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Numerical Analysis Techniques · Numerical methods in engineering · Advanced Numerical Methods in Computational Mathematics
