Impact of surface-roughness and fractality on electrical conductivity of SnS thin films

IF 2.8 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Physica A: Statistical Mechanics and its Applications Pub Date : 2024-10-11 DOI:10.1016/j.physa.2024.130165
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Abstract

Mono- and multi-fractal geometry have been used to explore the surface characteristics of scanning electron microscopy (SEM) micrographs of the SnS films with thicknesses of 100 nm (SnS1) to 600 nm (SnS4), respectively. For this investigation, the SnS thin films have been grown on fluorine-doped tin oxide (FTO)-coated glass substrate through the thermal evaporation route, and surface morphologies are captured by SEM. Two-dimensional multi-fractal detrended fluctuation analysis (MFDFA) based on the partition function is used to examine whether the surfaces have a multi-fractal nature or not. The partition function is applied to extract the generalized Hurst exponent from the segment size. It has been found that surfaces with higher surface roughness induce substantial nonlinearity and a wider width of the multi-fractal spectrum. The multi-fractal spectrum acquired from the analysis of the geometry and shape of the singularity spectrum is used to quantify the irregularity and complexity of surfaces. Minkowski functionals (MFs) parameters such as volume, boundary, and connectivity were measured for each thin film. Moreover, we tried to correlate the electrical conductivity with the mono- and multi-fractal parameters such as fractal dimension (Df), singularity strength function (Δα), singularity spectrum Δf(α), and it is observed that the conductivity of a thin film decreases with decreasing fractal dimension. The minimum (maximum) resistivity (conductivity) was observed for the surface having a larger fractal dimension. The present investigation suggests that such SnS surfaces, having minimal resistivity and maximum conductivity on the roughest surface, indicate enhanced light trapping capacity and can be utilized as active layers for advanced optoelectronics devices.
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表面通透度和碎裂度对 SnS 薄膜导电性的影响
单分形和多分形几何图形被用来探索厚度分别为 100 nm(SnS1)至 600 nm(SnS4)的 SnS 薄膜的扫描电子显微镜(SEM)显微照片的表面特征。在这项研究中,SnS 薄膜是通过热蒸发途径在掺氟氧化锡(FTO)涂层玻璃基底上生长的,并通过扫描电子显微镜捕捉其表面形貌。利用基于分区函数的二维多分形去趋势波动分析(MFDFA)来检验表面是否具有多分形性质。分区函数用于从分段大小中提取广义赫斯特指数。研究发现,表面粗糙度越高的表面,其非线性越大,多分形谱的宽度也越宽。通过分析奇异谱的几何和形状获得的多分形谱可用于量化表面的不规则性和复杂性。我们测量了每种薄膜的闵科夫斯基函数(MFs)参数,如体积、边界和连通性。此外,我们还尝试将电导率与分形维度 (Df)、奇异强度函数 (Δα)、奇异谱 Δf(α)等单分形和多分形参数相关联。分形维数较大的表面的电阻率(电导率)最小(最大)。本研究表明,这种在最粗糙表面上电阻率最小、电导率最大的 SnS 表面显示出更强的光捕获能力,可用作先进光电器件的有源层。
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来源期刊
CiteScore
7.20
自引率
9.10%
发文量
852
审稿时长
6.6 months
期刊介绍: Physica A: Statistical Mechanics and its Applications Recognized by the European Physical Society Physica A publishes research in the field of statistical mechanics and its applications. Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents. Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.
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