Exact renormalization groups and transportation of measures
Yair Shenfeld

TL;DR
This paper presents a novel perspective on Polchinski's exact renormalization group, showing how it can generate Lipschitz transport maps between Gaussian free fields and interacting field theories, enabling the verification of various functional inequalities.
Contribution
It introduces a new approach linking renormalization groups with transportation methods to establish functional inequalities for quantum and statistical field theories.
Findings
Lipschitz transport maps can be constructed between Gaussian and interacting fields.
Functional inequalities are verified for complex field theories using this approach.
The method extends current results beyond traditional techniques.
Abstract
This note provides a new perspective on Polchinski's exact renormalization group, by explaining how it gives rise, via the multiscale Bakry-\'Emery criterion, to Lipschitz transport maps between Gaussian free fields and interacting quantum and statistical field theories. Consequently, many functional inequalities can be verified for the latter field theories, going beyond the current known results.
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
TopicsTheoretical and Computational Physics · Stochastic processes and statistical mechanics · Advanced Mathematical Modeling in Engineering
