Ballistic deposition on deterministic fractals: On the observation of discrete scale invariance

TL;DR

This study investigates ballistic growth on deterministic fractals, revealing deviations from standard scaling, and uncovers discrete scale invariance manifested as logarithmic oscillations in structural properties.

Contribution

It introduces a detailed analysis of interface scaling corrections and links the observed discrete scale invariance to the fractal's fundamental scaling ratio.

Findings

Deviations from Family-Vicsek scaling observed.

Power-law behavior of internal structures with oscillations.

Logarithmic periodic oscillations linked to fractal scaling ratio.

Abstract

The growth of ballistic aggregates on deterministic fractal substrates is studied by means of numerical simulations. First, we attempt the description of the evolving interface of the aggregates by applying the well-established Family-Vicsek dynamic scaling approach. Systematic deviations from that standard scaling law are observed, suggesting that significant scaling corrections have to be introduced in order to achieve a more accurate understanding of the behavior of the interface. Subsequently, we study the internal structure of the growing aggregates that can be rationalized in terms of the scaling behavior of frozen trees, i.e., structures inhibited for further growth, lying below the growing interface. It is shown that the rms height ($h_{s}$) and width ($w_{s}$) of the trees of size $s$ obey power laws of the form $h_{s} \propto s^{\nu_{\parallel}}$ and $w_{s} \propto s^{\nu_{\perp}}$, respectively. Also, the tree-size distribution ($n_{s}$) behaves according to $n_{s}\sim s^{-\tau}$. Here, $\nu_{\parallel}$ and $\nu_{\perp}$ are the correlation length exponents in the directions parallel and perpendicular to the interface, respectively. Also, $\tau$ is a critical exponent. However, due to the interplay between the discrete scale invariance of the underlying fractal substrates and the dynamics of the growing process, all these power laws are modulated by logarithmic periodic oscillations. The fundamental scaling ratios, characteristic of these oscillations, can be linked to the (spatial) fundamental scaling ratio of the underlying fractal by means of relationships involving critical exponents.