4.6 Article

Markov chains for modeling complex luminescence, absorption, and scattering in nanophotonic systems

Journal

OPTICS EXPRESS
Volume 29, Issue 3, Pages 4249-4269

Publisher

OPTICAL SOC AMER
DOI: 10.1364/OE.416670

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Funding

  1. Gordon and Betty Moore Foundation [GBMF6882]
  2. Welch Foundation [A-1886]
  3. Air Force Office of Scientific Research [FA9550-16-1-0154]
  4. TAMU X-Grants

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A method using ergodic Markov chains to model fluorescence, absorption, and scattering in nanophotonic systems was developed, focusing on the steady state distribution of photons and providing insights into the macroscopic optical response. The method was shown to reproduce Beer-Lambert's Law and Kirchhoff's Law, and could quantify deviations from these laws in certain conditions, with application to modeling luminescent solar concentrators based on semiconductor nanocrystals.
We developed a method to model fluorescence, absorption, and scattering in nanophotonic systems using ergodic Markov chains. Past works have used absorbing Markov chains to find the long-run angle-dependent distribution of emitted photons. In contrast, we use ergodic Markov chains to focus on the steady state distribution of photons within various media, giving additional insight into the macroscopic optical response during illumination. We show that the method reproduces Beer-Lambert's Law and Kirchhoff's Law, and can quantify deviations from these laws when their assumptions are violated. We also use the method to model luminescent solar concentrators (LSCs) based on semiconductor nanocrystals. (C) 2021 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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