This repository contains the analysis pipeline, control scripts, and companion manuscript for a systematic search of the scalar saturation limit predicted by the Universal Applicable Time (UAT) and Unified Principle of Causality (UPC) frameworks in publicly available LIGO-Virgo data. The core pipeline (pipelineᵤnifiedᵣmsₛvd. py) downloads the GWTC event catalog and strain from GWOSC, applies a peak-normalised RMS statistic over 1-second windows with the predicted secular drift of the attractor (0. 046 Hz/day), identifies 78 events where the epoch-corrected attractor is present in >50% of windows, and performs SVD triangulation of the maximum-sensitivity vectors, yielding a best-fit direction of RA = 124. 78°, Dec = +7. 85° (Cancer) with an RMS error of 0. 458. Control tests on noise-only segments return 0. 0% false positives. Auxiliary scripts document methodological integrity: nullₕypothesisᵣandomₚhase. py shows that an earlier 8-virtual-channel method produced an artefactual Γ-value, and integritycheckₕash. py confirms the discrepancy between locally stored HDF5 files and official GWOSC data that motivated the exclusive use of direct downloads. The package also includes a LaTeX manuscript (searchₛcalarₐttractor. tex) describing the methodology, results, and discussion, as well as a README with usage instructions. Related DOIs: 10. 5281/zenodo. 18446712, 10. 5281/zenodo. 17729221, 10. 5281/zenodo. 18210808.
Miguel Angel Percudani (Mon,) studied this question.