English

Functorial invariants for chaos topology from data

Dynamical Systems 2026-04-27 v2 Chaotic Dynamics

Abstract

The templex is a topological object bridging homologies and templates for chaotic dynamics. This article places the templex within category theory, introducing a directed path algebra, an edge operator on directed paths, and an equivalence relation for directed cycles that is distinct from directed homologies. The resulting functorial invariants are of two kinds: abelian-group invariants, namely the homology groups, and semigroup invariants, namely the generatex semigroups. These invariants are separable through forgetful functors and constitute a robust framework for identifying tipping points, disambiguating physical mechanisms, and benchmarking data-driven models against observations or simulations. The formulation sets forth a non-metric criterion for chaos from finite-time data and reveals that the concatenable nature of Topological Modes of Variability is a direct consequence of the semigroup structure of the directed path algebra. The R\"ossler and Lorenz attractors are presented as paradigmatic examples, followed by the analysis of a climatic simulation and an experimental speech signal.

Keywords

Cite

@article{arxiv.2602.18463,
  title  = {Functorial invariants for chaos topology from data},
  author = {Denisse Sciamarella},
  journal= {arXiv preprint arXiv:2602.18463},
  year   = {2026}
}

Comments

15 pages, 6 figures, 3 tables, revised version submitted to Phys. Rev. E

R2 v1 2026-07-01T10:45:03.743Z