Convergence of Adaptive Finite Element Approximations for Nonlinear Eigenvalue Problems
H. Chen, X. Gong, L. He, and A. Zhou

TL;DR
This paper proves the convergence of adaptive finite element methods for nonlinear eigenvalue problems, including applications in quantum chemistry, supported by numerical examples of micro-structure calculations.
Contribution
It establishes the convergence theory for adaptive finite element approximations of nonlinear eigenvalue problems with nonconvex energy functionals.
Findings
Convergence of adaptive finite element methods is proven.
Numerical examples demonstrate micro-structure calculations.
Applications to quantum chemistry are presented.
Abstract
In this paper, we study an adaptive finite element method for a class of a nonlinear eigenvalue problems that may be of nonconvex energy functional and consider its applications to quantum chemistry. We prove the convergence of adaptive finite element approximations and present several numerical examples of micro-structure of matter calculations that support our theory.
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 Methods in Computational Mathematics · Matrix Theory and Algorithms · Advanced Mathematical Modeling in Engineering
