Coupling radiative, conductive and convective heat-transfers in a single Monte Carlo algorithm: A general theoretical framework for linear situations

PLoS One. 2023 Apr 6;18(4):e0283681. doi: 10.1371/journal.pone.0283681. eCollection 2023.

Abstract

It was recently shown that radiation, conduction and convection can be combined within a single Monte Carlo algorithm and that such an algorithm immediately benefits from state-of-the-art computer-graphics advances when dealing with complex geometries. The theoretical foundations that make this coupling possible are fully exposed for the first time, supporting the intuitive pictures of continuous thermal paths that run through the different physics at work. First, the theoretical frameworks of propagators and Green's functions are used to demonstrate that a coupled model involving different physical phenomena can be probabilized. Second, they are extended and made operational using the Feynman-Kac theory and stochastic processes. Finally, the theoretical framework is supported by a new proposal for an approximation of coupled Brownian trajectories compatible with the algorithmic design required by ray-tracing acceleration techniques in highly refined geometry.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Computer Simulation
  • Convection*
  • Hot Temperature*
  • Monte Carlo Method
  • Physical Phenomena

Grants and funding

This work received financial support from the Agence Nationale de la Recherche (French National Agency for Research), https://anr.fr/, (ANR project HIGH-TUNE ANR-16-CE01-0010, ANR project MC2 ANR-21-CE46-0013 and ANR project MCG-RAD ANR-18-CE46-0012), from Region Occitanie (Projet CLE EDSTAR), from French government research program "Investissements d’Avenir" through the IDEX-ISITE initiative 16-IDEX-0001 (CAP 20-25), the IMobS3 Laboratory of Excellence (ANR-10-LABX-16-01) and the SOLSTICE laboratory of Excellence (ANR-10-LABX-22-01). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.