Statistical Verification of Discrete Geometry in Turbulent Fields and Demonstration of Cosmic Computational Load — Cross-Validation of 140 Million Samples Using JHTDB and ERA5 —
This study statistically verified the existence of a discrete lattice, defined by the constant Delta = 0.010638, within fluid fields through a cross-validation approach using Direct Numerical Simulation (DNS) data from the Johns Hopkins Turbulence Databases (JHTDB) and global atmospheric reanalysis data from the European Centre for Medium-Range Weather Forecasts (ERA5). Analysis of over 145.51 million velocity vectors identified a statistical significance of 648.44 sigma in the ERA5 dataset and 168.94 sigma in the JHTDB dataset. The results demonstrate that specific geometric updating processes (Phase-14 Optimization) govern macroscopic geophysical phenomena, refuting the hypothesis that spatial discreteness is a computational artifact.
Authors
- Akira Tsuyoshi (ORCID: https://orcid.org/0009-0009-4025-0841)
Institutions
- Oldham Council (GB)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-05-01
- DOI
- https://doi.org/10.5281/zenodo.19935757
- Primary Topic
- Meteorological Phenomena and Simulations
- Type
- article
- Field-Weighted Citation Impact
- 0.00