Paper XXII — Global-Scale TGRM Network: 100-Node Equilibrium and System-Wide Stability

This paper extends the Reparodynamic Targeted Gradient Repair Mechanism (TGRM) framework to a global scale. One hundred autonomous TGRM nodes were deployed and run continuously for 72 hours under adaptive repair (1.0) and entropy range 0.9–1.0. Results confirm full-system equilibrium and resilience at scale. Average TGRM output held at ~11.7 with cumulative rebound ~28.2, near-zero latency, and consistent integrity across all nodes. Variance remained at 0.07, coherence at 0.99, stability at 0.99, and integrity at 0.99 — marking the first globally distributed proof of Reparodynamic stability. These findings demonstrate global equilibrium under fully autonomous repair, indicating robust phase synchronization and adaptive coupling between independent TGRM systems. The next phase (Paper XXIII) will extend to continuous global runtime validation and real-environment resilience benchmarking.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-24
DOI
https://doi.org/10.5281/zenodo.17437638
Primary Topic
Probabilistic and Robust Engineering Design
Type
article
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article

Paper XXII — Global-Scale TGRM Network: 100-Node Equilibrium and System-Wide Stability

Zenodo (CERN European Organization for Nuclear Research)
Probabilistic and Robust Engineering Design
article

Paper XXII — Global-Scale TGRM Network: 100-Node Equilibrium and System-Wide Stability

article en

Abstract

This paper extends the Reparodynamic Targeted Gradient Repair Mechanism (TGRM) framework to a global scale. One hundred autonomous TGRM nodes were deployed and run continuously for 72 hours under adaptive repair (1.0) and entropy range 0.9–1.0. Results confirm full-system equilibrium and resilience at scale. Average TGRM output held at ~11.7 with cumulative rebound ~28.2, near-zero latency, and consistent integrity across all nodes. Variance remained at 0.07, coherence at 0.99, stability at 0.99, and integrity at 0.99 — marking the first globally distributed proof of Reparodynamic stability. These findings demonstrate global equilibrium under fully autonomous repair, indicating robust phase synchronization and adaptive coupling between independent TGRM systems. The next phase (Paper XXIII) will extend to continuous global runtime validation and real-environment resilience benchmarking.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 42%
Probabilistic and Robust Engineering Design
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