Reparodynamics: The Convergence Field of Self Repair Across Domains

Reparodynamics defines the measurable science of adaptive self-repair across natural and artificial systems. It introduces the Repair Yield per Energy (RYE) efficiency law and the Targeted Gradient Repair Mechanism (TGRM), uniting biology, AI, and robotics under a shared framework of sustainable discovery. This edition presents convergence evidence showing that long-run AI systems (such as Edison) now exhibit self-repairing dynamics that validate the Reparodynamics model. The work outlines the five universal laws of self-repair and proposes RYE as a new benchmark for sustained stability and innovation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-06
DOI
https://doi.org/10.5281/zenodo.17542599
Primary Topic
Modular Robots and Swarm Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Reparodynamics: The Convergence Field of Self Repair Across Domains

Zenodo (CERN European Organization for Nuclear Research)
Modular Robots and Swarm Intelligence
article

Reparodynamics: The Convergence Field of Self Repair Across Domains

article en

Abstract

Reparodynamics defines the measurable science of adaptive self-repair across natural and artificial systems. It introduces the Repair Yield per Energy (RYE) efficiency law and the Targeted Gradient Repair Mechanism (TGRM), uniting biology, AI, and robotics under a shared framework of sustainable discovery. This edition presents convergence evidence showing that long-run AI systems (such as Edison) now exhibit self-repairing dynamics that validate the Reparodynamics model. The work outlines the five universal laws of self-repair and proposes RYE as a new benchmark for sustained stability and innovation.

Zenodo (CERN European Organization for Nuclear Research)
Dynamic Research (United States) (US), European Thermodynamics (United Kingdom) (GB)
Industry, innovation and infrastructure
Openalex Percentile: Top 50%
Modular Robots and Swarm Intelligence
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