Condition for noise to occur along with an example for a diffusion equation
Phys. Rev. E 114, 024106 – Published 3 August, 2026
DOI: https://doi.org/10.1103/2btw-nkpf
Abstract
While noise is ubiquitous and has been found in various systems, its physics remains uncertain. From an analytical study of an ordinary diffusion equation, we find an additional example of the noise. The formula for this example, together with existing knowledge about scaling in fluid turbulence, implies a necessary and sufficient condition for the occurrence of any stationary noise. That is, the noise needs to be characterized by two constant frequencies of . For a frequency range from to , it is further needed that, except for the mean amplitude of the noise, there is no other constant parameter. Then, at , the noise scales asymptotically as . Being statistical and simple, our condition applies to any system and hence explains the ubiquity of the noise. It is also applicable to some systems with noise of for , via intermittency analogous to that of the turbulence.