Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media
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arXiv
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| Format: | Preprint |
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2024
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| _version_ | 1866910907208040448 |
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| author | Tran, Loïc Askenazi, Benjamin Vynck, Kevin |
| author_facet | Tran, Loïc Askenazi, Benjamin Vynck, Kevin |
| contents | Random-walk Monte Carlo simulations are widely used to predict the optical properties of complex, disordered materials. In presence of large heterogeneities (e.g., spatially-extended nonscattering regions in a turbid environment), an explicit description of the micro and macrostructures 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 so-called ``quenched'' disorder particularly time-consuming. We explore here the possibility to model 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 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. |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2411_07859 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media Tran, Loïc Askenazi, Benjamin Vynck, Kevin Optics Atmospheric and Oceanic Physics Random-walk Monte Carlo simulations are widely used to predict the optical properties of complex, disordered materials. In presence of large heterogeneities (e.g., spatially-extended nonscattering regions in a turbid environment), an explicit description of the micro and macrostructures 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 so-called ``quenched'' disorder particularly time-consuming. We explore here the possibility to model 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 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. |
| title | Quasiannealed Monte Carlo method for light transport in strongly heterogeneous media |
| topic | Optics Atmospheric and Oceanic Physics |
| url | https://arxiv.org/abs/2411.07859 |