Breakdown of Boltzmann-type Models for the Alignment of Self-propelled Rods
Patrick Murphy; Misha Perepelitsa; Ilya Timofeyev; Matan Lieber-Kotz; Brandon Islas; Oleg A. Igoshin · 2023 · arXiv
WASTE classifies this as Negative / Null Result Report · AI classification, approximate
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Abstract (excerpt)
Studies in the collective motility of organisms use a range of analytical approaches to formulate continuous kinetic models of collective dynamics from rules or equations describing agent interactions. However, the derivation of these kinetic models often relies on Boltzmann's hypothesis of "molecular chaos", that correlations between individuals are short-lived. While this assumption is often the simplest way to derive tractable models, it is often not valid in practice due to the high levels of cooperation and self-organization present in biological systems. In this work, we illustrated this
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Metadata source: arXiv
