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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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Deterministic Projection, Diffusive Limits, and Knee-Like Threshold Transitions

Authors: Nero, Peter;

Deterministic Projection, Diffusive Limits, and Knee-Like Threshold Transitions

Abstract

We construct an explicit deterministic system in which non-injective projection produces stochastic effective behavior and a sharp knee-like transition in first-passage statistics. Using rigorous deterministic homogenization, we derive an Ornstein–Uhlenbeck limit for the projected dynamics and show that the knee arises when an effective stability margin crosses zero. The phenomenon requires no intrinsic noise, thermodynamic limit, or discontinuous dynamics and provides a stress test for projection-based descriptions of collapse and threshold behavior.

Keywords

deterministic chaos; homogenization; Ornstein–Uhlenbeck process; projection; threshold phenomena; measurement

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average