Guaranteed Lower Eigenvalue Bounds for Spectral Galerkin Methods with Application to Schr\"odinger Operators
Math · 0.90Rendering · 0.70
Summary · qwen2.5:32b
The article presents a method for obtaining guaranteed lower bounds for eigenvalue approximations using spectral Galerkin methods, an advancement not previously available through classical approaches like Kato and Weinstein-Temple enclosures. This technique is particularly significant as it applies to Schrödinger operators without requiring prior knowledge of neighboring eigenvalues; for benchmark potentials in $R^2$, the method achieves certified bounds with significantly fewer degrees of freedom compared to finite element methods, demonstrating enhanced computational efficiency.
Suggested post angle
Exploring the mathematics behind Spectral Galerkin Methods in relation to real-time rendering of Schrödinger Operators
Excerpt
arXiv:2607.04247v1 Announce Type: new
Abstract: Spectral Galerkin methods are renowned for high-precision eigenvalue approximation, yet a rigorous lower bound obtained directly from a spectral discretisation has remained unavailable: the classical Kato and Weinstein--Temple enclosures do apply, but require a~priori information on a neighbouring eigenvalue. This paper resolves the issue by extending the author's projection-based framework for guaranteed lower eigenvalue bounds -- so far realised only through finite element methods -- to conforming spectral Galerkin methods. For trial spaces of exact eigenfunctions the required projection constant is the closed-form optimal value $C_N=\lambda_{M+1}^{-1/2}$, the inverse square root of the first omitted eigenvalue. For $-\Delta+V$ with $0\le V\in L^\infty$, a \emph{projection-gap estimate} yields an explicit constant for the standard Galerkin matrix (exact at $V=0$), and a composite discretisation removes the $||V||_{L^\infty}$-dependence for large potentials. With Neumann domain truncation these give certified two-sided bounds on $R^d$; for two benchmark potentials on $R^2$ the spectral enclosures match or surpass certified finite element ones at two orders of magnitude fewer degrees of freedom. The same auxiliary-projector mechanism extends to singular potentials with an unbounded $L^\infty$ norm -- in particular to attractive Coulomb singularities in three dimensions, via a localised Hardy inequality -- which we develop in a companion paper.