Noncommutative Riemannian Geometry and Diffusion on Ultrametric Cantor Sets
John Pearson, Jean Bellissard

TL;DR
This paper develops a noncommutative geometric framework for ultrametric Cantor sets, defining spectral triples, a Dirac operator, and a Laplace-Beltrami analogue, enabling analysis of diffusion and measures on these fractal spaces.
Contribution
It introduces a novel noncommutative Riemannian structure on ultrametric Cantor sets using spectral triples and associated operators, extending geometric analysis to fractal spaces.
Findings
Spectral triples induce a noncommutative Riemannian structure.
The Connes metric recovers the original ultrametric.
A Laplace-Beltrami analogue generates a Brownian motion on the Cantor set.
Abstract
An analogue of the Riemannian Geometry for an ultrametric Cantor set (C, d) is described using the tools of Noncommutative Geometry. Associated with (C, d) is a weighted rooted tree, its Michon tree. This tree allows to define a family of spectral triples giving the Cantor set the structure of a noncommutative Riemannian manifold. The family of spectral triples is indexed by the space of choice functions which is shown to be the analogue of the sphere bundle of a Riemannian manifold. The Connes metric coming from the Dirac operator D then allows to recover the metric on C. The corresponding zeta function is shown to have abscissa of convergence equal to the upper box dimension of (C, d). Taking the residue at this singularity leads to the definition of a canonical probability measure on C which in certain cases coincides with the Hausdorff measure. This measure in turns induces a…
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 · Advanced Operator Algebra Research · Advanced Topics in Algebra
