Revealing Morphological Complexity in Silver Aggregates Through Multifractal Analysis

This paper investigates the morphological complexity of self-organized silver aggregates formed via the reduction of silver ions in a gelatin medium. A comprehensive multifractal analysis showed that the aggregates exhibit complex scaling behavior beyond simple mono-fractality. The reverse sigmoidal dependence of the generalized fractal dimension Dq on the moment order q confirms the aggregates’ multifractal nature, and the variation in Renyi entropy Hq with both q and the size scale ε underscores the system’s inherent chaotic dynamics. The left-sided f(α) multifractal spectra indicate the dominance of peripheral growth of the silver aggregates by the diffusion of Ag+ ions towards the growing electrode. The observed capacity dimension Db range aligns with the diffusion-limited aggregation process, reflecting the interplay between concentration gradient and ionic repulsion. The correlation between lacunarity and the correlation dimension D2 is approached only at the smallest scales.

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Publication Details

Journal
Fractal and Fractional
Published
2026-08-27
DOI
https://doi.org/10.3390/fractalfract10090599
Primary Topic
Theoretical and Computational Physics
Type
article
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article

Revealing Morphological Complexity in Silver Aggregates Through Multifractal Analysis

Layla Badr
Fractal and Fractional
Theoretical and Computational Physics
article

Revealing Morphological Complexity in Silver Aggregates Through Multifractal Analysis

Layla Badr
article en

Abstract

This paper investigates the morphological complexity of self-organized silver aggregates formed via the reduction of silver ions in a gelatin medium. A comprehensive multifractal analysis showed that the aggregates exhibit complex scaling behavior beyond simple mono-fractality. The reverse sigmoidal dependence of the generalized fractal dimension Dq on the moment order q confirms the aggregates’ multifractal nature, and the variation in Renyi entropy Hq with both q and the size scale ε underscores the system’s inherent chaotic dynamics. The left-sided f(α) multifractal spectra indicate the dominance of peripheral growth of the silver aggregates by the diffusion of Ag+ ions towards the growing electrode. The observed capacity dimension Db range aligns with the diffusion-limited aggregation process, reflecting the interplay between concentration gradient and ionic repulsion. The correlation between lacunarity and the correlation dimension D2 is approached only at the smallest scales.

Fractal and FractionalVol. 10(9)
Notre Dame University – Louaize (LB)
Openalex Percentile: Top 15%
Theoretical and Computational Physics
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Revealing Morphological Complexity in Silver Aggregates Through Multifractal Analysis — Layla Badr · Fractal and Fractional (2026) | TGRS Research Map | TGRS