论文标题

使用多个散射的蒙特卡洛模拟设计与角度无关的结构颜色

Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering

论文作者

Hwang, Victoria, Stephenson, Anna B., Barkley, Solomon, Brandt, Soeren, Xiao, Ming, Aizenberg, Joanna, Manoharan, Vinothan N.

论文摘要

在可见波长规模上具有相关性的无序纳米结构可以显示与角度无关的结构颜色。这些材料可以在某些应用中替代染料,因为颜色可调节并抗拒光漂白。但是,很难设计具有规定颜色的纳米结构,尤其是当应用程序(例如化妆品或显示)需要特定的组件材料时。解决此约束设计问题的一般方法是建模和优化:使用预测给定系统颜色的模型,一个人优化了在约束下的模型参数以实现目标颜色。为了进行这种工作方法,该模型必须做出准确的预测,这是具有挑战性的,因为无序的纳米结构具有多个散射。为了应对这一挑战,我们开发了一个蒙特卡洛模型,该模型在球形颗粒或空隙的无序排列中模拟了光的多个散射。当我们解释膜表面上的粗糙度,粒子多分散性和分量中波长依赖性吸收时,该模型与测量结果产生定量一致。与离散的数值模拟不同,我们的模型是根据实验变量进行参数化的,从而简化了模拟与制造之间的联系。为了证明这种方法,我们使用规定的组件和易于制造的微观结构重现了实验系统中雄性山蓝鸟(Sialia currucoides)的颜色。最后,我们使用该模型来找到给定系统无关的结构颜色的限制。这些结果使工程设计方法可以用于许多不同应用的结构颜色。

Disordered nanostructures with correlations on the scale of visible wavelengths can show angle-independent structural colors. These materials could replace dyes in some applications because the color is tunable and resists photobleaching. However, designing nanostructures with a prescribed color is difficult, especially when the application -- cosmetics or displays, for example -- requires specific component materials. A general approach to solving this constrained design problem is modeling and optimization: using a model that predicts the color of a given system, one optimizes the model parameters under constraints to achieve a target color. For this approach to work, the model must make accurate predictions, which is challenging because disordered nanostructures have multiple scattering. To address this challenge, we develop a Monte Carlo model that simulates multiple scattering of light in disordered arrangements of spherical particles or voids. The model produces quantitative agreement with measurements when we account for roughness on the surface of the film, particle polydispersity, and wavelength-dependent absorption in the components. Unlike discrete numerical simulations, our model is parameterized in terms of experimental variables, simplifying the connection between simulation and fabrication. To demonstrate this approach, we reproduce the color of the male mountain bluebird (Sialia currucoides) in an experimental system, using prescribed components and a microstructure that is easy to fabricate. Finally, we use the model to find the limits of angle-independent structural colors for a given system. These results enable an engineering design approach to structural color for many different applications.

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