Numerical renormalization-group-based approach to secular perturbation theory

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

Perturbation theory is a crucial tool for many physical systems, when exact solutions are not available, or nonperturbative numerical solutions are intractable. Naive perturbation theory often fails on long timescales, leading to secularly growing solutions. These divergences have been treated with a variety of techniques, including the powerful dynamical renormalization group (DRG). Most of the existing DRG approaches rely on having analytic solutions up to some order in perturbation theory. However, sometimes the equations can only be solved numerically. We reformulate the DRG in the language of differential geometry, which allows us to apply it to numerical solutions of the background and perturbation equations. This formulation also enables us to use the DRG in systems with background parameter flows and, therefore, extend our results to any order in perturbation theory. As an example, we apply this method to calculate the soliton-like solutions of the Korteweg-de Vries equation deformed by adding a small damping term. We numerically construct DRG solutions which are valid on secular timescales, long after naive perturbation theory has broken down.

Original languageEnglish
Article number034219
JournalPhysical Review E
Volume104
Issue number3
DOIs
StatePublished - Sep 2021
Externally publishedYes

Fingerprint

Dive into the research topics of 'Numerical renormalization-group-based approach to secular perturbation theory'. Together they form a unique fingerprint.

Cite this