Ancient caloric functions and parabolic frequency on graphs
Tang-Kai Lee, Archana Mohandas

TL;DR
This paper investigates ancient solutions to discrete heat equations on weighted graphs, establishing non-existence results for polynomial growth solutions on product graphs with Z and exploring related finite graph cases, using parabolic frequency methods.
Contribution
It introduces new non-existence theorems for ancient solutions on product graphs and develops a backward uniqueness result using parabolic frequency monotonicity.
Findings
No non-trivial ancient solutions with polynomial growth on product graphs with Z
Finite graphs also exhibit similar non-existence results
Backward uniqueness established for solutions with decay rates
Abstract
We study ancient solutions to discrete heat equations on some weighted graphs. On a graph of the form of a product with we show that there are no non-trivial ancient solutions with polynomial growth. This result is parallel to the case of finite graphs, which is also discussed. Along the way, we prove a backward uniqueness result for solutions with appropriate decaying rate based on a monotonicity formula of parabolic frequency.
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
TopicsAdvanced Mathematical Theories and Applications
