Quasinonlocal coupling of nonlocal diffusions
Xingjie Helen Li, Jianfeng Lu

TL;DR
This paper introduces a new coupling strategy for nonlocal diffusion models that ensures stability, consistency, and adherence to physical principles, demonstrated through finite difference discretization and numerical examples.
Contribution
A novel self-adjoint, stable coupling method for nonlocal diffusions inspired by atomistic-to-continuum approaches, ensuring coercivity and maximum principle compliance.
Findings
Coupling model is coercive in energy and L^2 norms.
Finite difference scheme inherits continuous properties.
Coupled diffusion matches fully nonlocal diffusion results.
Abstract
We developed a new self-adjoint, consistent, and stable coupling strategy for nonlocal diffusion models, inspired by the quasinonlocal atomistic-to-continuum method for crystalline solids. The proposed coupling model is coercive with respect to the energy norms induced by the nonlocal diffusion kernels as well as the norm, and it satisfies the maximum principle. A finite difference approximation is used to discretize the coupled system, which inherits the property from the continuous formulation. Furthermore, we design a numerical example which shows the discrepancy between the fully nonlocal and fully local diffusions, whereas the result of the coupled diffusion agrees with that of the fully nonlocal diffusion.
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
TopicsNumerical methods in engineering · Microstructure and mechanical properties · Advanced Numerical Methods in Computational Mathematics
