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Dynamic π/2 Lock near the 1.7 Threshold: Ring–Star Consensus Experiment with 90° Phase-Lag Evidence

Authors: De Jesus, Elias;

Dynamic π/2 Lock near the 1.7 Threshold: Ring–Star Consensus Experiment with 90° Phase-Lag Evidence

Abstract

This repository contains the Python implementation and generated figures for a minimal consensus-network experiment demonstrating that the dynamic cross-phase between state and flow approaches π/2 (90°) near a critical coupling value λ ≈ 1.7. The effect appears robust across both ring (degree-2) and star (max-degree) topologies, indicating that the π/2 phase-lock arises from a structural transition in the consensus dynamics rather than from symmetry or connectivity alone. The update rule is linear: x(t+1) = (I - \beta L)x(t), \quad \beta = \alpha \lambda, where L is the graph Laplacian. We sweep λ ∈ [0.1, 2.0] and compute: Time-to-consensus (variance threshold), Log-variance decay trajectories, and Dynamic cross-phase φ(λ) via Hilbert and FFT estimators. A stable π/2 band emerges near λ ≈ 1.7, consistent with relational threshold predictions in coherence-based physical models. The included script regenerates all figures in the associated research note and is fully deterministic (fixed random seed). Contents: consensus_phase_lag.py – Reproducible simulation script fig1_time_to_consensus.png – Convergence rate vs. coupling fig2_log_variance.png – Variance decay comparison fig3_cross_phase.png – Phase-lock plateau near λ ≈ 1.7 README.md – Instructions and requirements python3 consensus_phase_lag.py

Keywords

consensus dynamics phase synchronization cross-phase network topology ring network star network critical coupling coherence threshold relational physics π/2 phase lock

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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
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