On fluctuations of cycles in a finite CW complex
Michael J. Catanzaro, Vladimir Y. Chernyak, John R. Klein

TL;DR
This paper applies algebraic topology to analyze stochastic cellular cycles in finite CW complexes, revealing that the average current quantizes fractionally in low-temperature limits, with denominators linked to combinatorial invariants.
Contribution
It introduces a homological observable called the average current and proves its fractional quantization in the low-temperature, adiabatic limit, connecting topology with stochastic dynamics.
Findings
Average current fractionally quantizes in the low-temperature limit
Quantization denominators are combinatorial invariants of the CW complex
Establishes a link between algebraic topology and stochastic process behavior
Abstract
We use algebraic topology to study the stochastic mo- tion of cellular cycles in a finite CW complex. Inspired by statis- tical mechanics, we introduce a homological observable called the average current. The latter measures the average flux of the prob- ability in the process. In the low temperature, adiabatic limit, we prove that the average current fractionally quantizes, in which the denominators are combinatorial invariants of the CW complex.
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Taxonomy
TopicsMathematical Dynamics and Fractals · Topological and Geometric Data Analysis · Cellular Automata and Applications
