A Universal Coherence Entropy Law in Human EEG and Gravitational Wave Echoes

This work presents the first cross-domain empirical evidence for a universal coherence entropy law spanning biological and gravitational systems. Human EEG recordings (meditation and resting state) and gravitational wave post-merger echo bands are projected into a 4-dimensional coherence–information manifold defined in the accompanying theoretical paper The 4D VUH Universal Entropy Law.

After coarse-graining each system into Markov chains on a 5×5×5×5 grid, both EEG and gravitational wave trajectories converge to the same entropy rate, approximately 1.21 nats per step, independent of physical origin, sampling interval, duration, or spectral content.

Meditation EEG produces a low-entropy coherence attractor, while gravitational wave echoes exhibit a higher-frequency but statistically similar relaxation pattern. Despite major differences in scale and mechanism, both systems show identical informational organization when represented in the unified VUH manifold.

These results provide empirical support for a universal coherence entropy law linking biological, astrophysical, and dynamical systems. The attached Supplementary Information details data preprocessing, 4D state construction, Markov estimation, robustness tests, and transition matrix schematics.