The Curvature–Packing–Dynamics (CPD) Framework: Paper 3 — The Four Universality Classes in Practice

This paper presents the four CPD universality classes that arise from the dominant interactionsbetween Curvature (C), Packing (P), Dynamics (Q), and Noise. Rather than providing deepanalysis of any specific system, we show that diverse physical, computational, and symbolic systemscollapse into a small dictionary of four regimes: C-dominated, P-dominated, Q-dominated,and Noise-dominated. These classes provide a unifying perspective that links toy systems (particleboxes, cellular automata, Chess, Go) with a range of real-world processes. This paper builds directlyon CPD Paper 1 (Foundations) and CPD Paper 2 (Predictive Toolkit).

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-26
DOI
https://doi.org/10.5281/zenodo.17720007
Primary Topic
Cellular Automata and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

The Curvature–Packing–Dynamics (CPD) Framework: Paper 3 — The Four Universality Classes in Practice

Zenodo (CERN European Organization for Nuclear Research)
Cellular Automata and Applications
article

The Curvature–Packing–Dynamics (CPD) Framework: Paper 3 — The Four Universality Classes in Practice

article en

Abstract

This paper presents the four CPD universality classes that arise from the dominant interactionsbetween Curvature (C), Packing (P), Dynamics (Q), and Noise. Rather than providing deepanalysis of any specific system, we show that diverse physical, computational, and symbolic systemscollapse into a small dictionary of four regimes: C-dominated, P-dominated, Q-dominated,and Noise-dominated. These classes provide a unifying perspective that links toy systems (particleboxes, cellular automata, Chess, Go) with a range of real-world processes. This paper builds directlyon CPD Paper 1 (Foundations) and CPD Paper 2 (Predictive Toolkit).

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 36%
Cellular Automata and Applications
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The Curvature–Packing–Dynamics (CPD) Framework: Paper 3 — The Four Universality Classes in Practice · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS