Hopf and pre-Lie algebras in regularity structures
Ilya Chevyrev

TL;DR
This paper presents an algebraic framework using Hopf and pre-Lie algebras to systematically understand and compute renormalisation in singular SPDEs within the theory of regularity structures.
Contribution
It introduces a novel algebraic approach employing Hopf and pre-Lie algebras to describe renormalisation processes in regularity structures for SPDEs.
Findings
Describes positive and negative renormalisation via interacting Hopf algebras
Shows how to compute renormalised nonlinearities in SPDEs
Focuses on a simplified case with one equation and one noise
Abstract
These lecture notes aim to present the algebraic theory of regularity structures as developed in arXiv:1303.5113, arXiv:1610.08468, and arXiv:1711.10239. The main aim of this theory is to build a systematic approach to renormalisation of singular SPDEs; together with complementary analytic results, these works give a general solution theory for a wide class of semilinear parabolic singular SPDEs in the subcritical regime. We demonstrate how "positive" and "negative" renormalisation can be described using interacting Hopf algebras, and how the renormalised non-linearities in SPDEs can be computed. For the latter, of crucial importance is a pre-Lie structure on non-linearities on which the negative renormalisation group acts through pre-Lie morphisms. To show the main aspects of these results without introducing many notations and assumptions, we focus on a special case of the general…
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
TopicsNonlinear Waves and Solitons · Advanced Topics in Algebra · Geometric Analysis and Curvature Flows
