What question did this study set out to answer?

The study aims to explore the existence of a universal f–τ scaling for gravitational-wave ringdowns.

April 10, 2026Open Access

Universal Reactivity - A universal f–τ scaling in gravitational-wave ringdowns

Key Points

The study aims to explore the existence of a universal f–τ scaling for gravitational-wave ringdowns.
Provided datasets in CSV format with event values and diagnostic PNGs.
Included scripts for extracting fpeak, damping time τ, and the statistic k.
Conducted empirical significance testing with Benjamini-Hochberg correction on background realizations.
Confirmed the existence of a universal f–τ scaling for gravitational-wave ringdowns.
Successfully demonstrated the significance of findings using a large background dataset.

Abstract

Dataset and diagnostics supporting “A universal f–τ scaling in gravitational‑wave ringdowns”. CSV tables with per‑event values, diagnostic PNGs, provenance logs, and scripts used to extract fpeak, damping time τ, and the dimensionless statistic k=fpeak⋅τ/M. Includes background timeslide realizations (Nbg = 10⁴), empirical significance testing with Benjamini‑Hochberg correction, and a README describing reproduction steps and file provenance.

Universal Reactivity - A universal f–τ scaling in gravitational-wave ringdowns

Key Points

Abstract

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