Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media.

IF 1.5 3区 物理与天体物理 Q3 OPTICS
Loïc Tran, Benjamin Askenazi, Kevin Vynck
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引用次数: 0

Abstract

Random-walk Monte Carlo simulations are widely used to predict the optical properties of complex, disordered materials. In the presence of large heterogeneities (e.g., spatially extended nonscattering regions in a turbid environment), an explicit description of the microstructure and the macrostructure and of the light propagation therein is generally required, in addition to a statistical average over a representative set of microstructures, thereby making simulations in the so-called "quenched" disorder particularly time consuming. Here, we explore the possibility of modeling light transport in finite-size strongly heterogeneous media without an explicit description of the underlying microstructure but from the knowledge of typical random-walk trajectories in infinite-size media that take correlations between successive interaction events into account. Simulations may thus be performed for media of any macroscopic shape and size more efficiently. We illustrate this approach, coined "quasiannealed," with the case of a two-phase emulsion consisting of transparent spherical droplets dispersed in a turbid medium. Good agreement with predictions from simulations in quenched disorder on the reflectance of a finite-thickness slab is found for a large set of microstructure properties and thicknesses with typical errors on the reflectance on the order of a percent.

强非均质介质中光输运的拟退火蒙特卡罗方法。
随机游走蒙特卡罗模拟被广泛用于预测复杂无序材料的光学性质。在存在较大的非均匀性(例如,在浑浊环境中空间扩展的非散射区域)的情况下,通常需要对微观结构和宏观结构以及其中的光传播进行明确的描述,此外还需要对一组具有代表性的微观结构进行统计平均,从而使所谓的“淬火”无序的模拟特别耗时。在这里,我们探索了在有限尺寸强异质介质中模拟光传输的可能性,没有明确描述潜在的微观结构,而是从无限尺寸介质中典型的随机行走轨迹的知识出发,考虑到连续相互作用事件之间的相关性。因此,可以更有效地对任何宏观形状和尺寸的介质进行模拟。我们举例说明了这种方法,被称为“准退火”,用两相乳液组成的透明球形液滴分散在浑浊介质中的情况。在淬火无序状态下对有限厚度板坯的反射率的模拟结果与预测结果很好地吻合,其反射率的典型误差在百分之一左右。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
期刊介绍: The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as: * Atmospheric optics * Clinical vision * Coherence and Statistical Optics * Color * Diffraction and gratings * Image processing * Machine vision * Physiological optics * Polarization * Scattering * Signal processing * Thin films * Visual optics Also: j opt soc am a.
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