Pythagoras' Theorem on a 2D-Lattice from a "Natural" Dirac Operator and Connes' Distance Formula
Jian Dai, Xing-Chang Song (Theoretical Group, Department of Physics,, Peking University)

TL;DR
This paper extends a natural Dirac operator from 1D to 2D lattices within noncommutative geometry, demonstrating it induces Euclidean distance and can be generalized to higher dimensions.
Contribution
It generalizes a Dirac operator to 2D lattices that recovers Euclidean distance, advancing the understanding of metric structures in noncommutative geometry.
Findings
Dirac operator induces Euclidean distance on 2D lattice
Generalizable to higher-dimensional lattices
Maintains local eigenvalue property
Abstract
One of the key ingredients of A. Connes' noncommutative geometry is a generalized Dirac operator which induces a metric(Connes' distance) on the state space. We generalize such a Dirac operator devised by A. Dimakis et al, whose Connes' distance recovers the linear distance on a 1D lattice, into 2D lattice. This Dirac operator being "naturally" defined has the so-called "local eigenvalue property" and induces Euclidean distance on this 2D lattice. This kind of Dirac operator can be generalized into any higher dimensional lattices.
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.
