Preprint
Sep 2026
Characterizing High-dimensional Dynamics by Combinatorial-Topological Methods on a Latent Space
An initial study of combinatorial-topological techniques in the dimensionality reduction setting establishes bounds under which an algebraic structure that organizes dynamics can be lifted from the latent space to the original system.
P. Bailon, Marcio Gameiro, Brittany Gelb et al.
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