Deducing properties of ODEs from their discretization
G.R.W. Quispel, D.I. McLaren, C. Evripidou

TL;DR
This paper demonstrates that properties of quadratic ODEs, such as preserved integrals and measures, can be inferred from their discretizations using Darboux Polynomials, with extensions to higher degree ODEs.
Contribution
It introduces a method to deduce properties of ODEs from their discretizations, leveraging Darboux Polynomials, including for higher degree and order equations.
Findings
Properties like preserved integrals can be algorithmically deduced from discretizations.
Darboux Polynomials are effective tools for analyzing discretized ODEs.
Extensions to higher degree/order ODEs are possible with other birational discretizations.
Abstract
We show that some hard to detect properties of quadratic ODEs (eg certain preserved integrals and measures) can be deduced more or less algorithmically from their Kahan discretization, using Darboux Polynomials (DPs). Somewhat similar results hold for ODEs of higher degree/order using certain other birational discretization methods.
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 for differential equations · Advanced Numerical Methods in Computational Mathematics · Electromagnetic Simulation and Numerical Methods
