{"title":"强非均质介质中光输运的拟退火蒙特卡罗方法。","authors":"Loïc Tran, Benjamin Askenazi, Kevin Vynck","doi":"10.1364/JOSAA.548092","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":17382,"journal":{"name":"Journal of The Optical Society of America A-optics Image Science and Vision","volume":"42 5","pages":"570-579"},"PeriodicalIF":1.5000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media.\",\"authors\":\"Loïc Tran, Benjamin Askenazi, Kevin Vynck\",\"doi\":\"10.1364/JOSAA.548092\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":17382,\"journal\":{\"name\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"volume\":\"42 5\",\"pages\":\"570-579\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1364/JOSAA.548092\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Optical Society of America A-optics Image Science and Vision","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1364/JOSAA.548092","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPTICS","Score":null,"Total":0}
Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media.
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.
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.