Related Experiment Video
Updated: Feb 20, 2026

Multifractal Spectrum Analysis for Assessing Pulmonary Nodule Malignancy
Published on: January 10, 2025
Multifractal spectrum observed in the Universe distribution of galaxies
1Space Research Centre, Polish Academy of Sciences, Bartycka 18A, 00-716 Warsaw, Poland.
Abstract:
Nature's fractal patterns should, in theory, exhibit some common characteristics as revealed by a number of space missions carried out in the neighborhood of Earth's space environment. Here, we show that the overall shape of the multifractal spectrum of galaxies resembles that of NASA's Voyager mission observed at the heliospheric boundaries. We have, therefore, employed the same method-grounded on well-known results from up to one million galaxies in the updated redshift database-to identify a reliable multifractal spectrum of the distribution of galaxies on cosmological scales. We show that the observed spectrum fits the weighted Cantor set, which serves as a template for the turbulence observed in the heliosphere. In the universe, this would be indicative of the galaxy distribution's nonlinear multifractal scaling. For galaxies receding from the Sun at different distances, the degree of multifractality somewhat varies but is smaller than that inside the heliosphere. This could be connected to the presence of voids in the large-scale distribution of matter. Some variations from the Hubble law for the ideal uniform expansion might explain a possible asymmetry of the spectrum. We anticipate that finding nonlinear fractal scaling laws of galaxies will be a major step toward the ultimate explanation of the matter distribution in the Universe, especially fitting on the hundredth anniversary of discovery of the first galaxy beyond the Milky Way.
Related Concept Videos
Interference and Diffraction
Emission Spectra
UV–Vis Spectrum
The UV–Vis spectrum of a molecule is the plot of its absorbance versus wavelength. The plot is drawn by taking molar...
IR Spectrum Peak Splitting: Symmetric vs Asymmetric Vibrations
Aliasing
If the sampling frequency is below the Nyquist rate, these replicas overlap, preventing the original...
Basic signals of Fourier Transform
The sinc function, defined as sinc(x) = sin(πx)/(πx), is particularly notable for its symmetry and behavior at...

