Hypercurrents
Michael J. Catanzaro, Vladimir Y. Chernyak, and John R. Klein

TL;DR
This paper introduces the concept of protocols on CW complexes, linking topological and analytical hypercurrents, and explores their properties and examples, especially in low temperature limits.
Contribution
It defines the hypercurrent associated with protocols on CW complexes and establishes the connection between algebraic topological and analytical hypercurrents.
Findings
Analytical hypercurrent converges to topological hypercurrent at low temperatures.
Examples of protocols with nontrivial hypercurrent are provided.
The notion of a protocol generalizes continuous-time Markov chains on manifolds.
Abstract
We introduce the notion of a protocol, which consists of a space whose points are labeled by real numbers indexed by the set of cells of a fixed CW complex in prescribed degrees, where the labels are required to vary continuously. If the space is a one-dimensional manifold, then a protocol determines a continuous time Markov chain. When a homological gap condition is present, we associate to each protocol a 'characteristic' cohomology class which we call the hypercurrent. The hypercurrent comes in two flavors: one algebraic topological and the other analytical. For generic protocols we show that the analytical hypercurrent tends to the topological hypercurrent in the low temperature limit. We also exhibit examples of protocols having nontrivial hypercurrent.
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
TopicsTopological and Geometric Data Analysis · Mathematical Dynamics and Fractals · Geometric and Algebraic Topology
