Unified gas-kinetic wave-particle method for frequency-dependent radiation transport equation
Xiaojian Yang, Yajun Zhu, Chang Liu, Kun Xu

TL;DR
This paper introduces a unified gas-kinetic wave-particle method for multi-frequency radiation transport that adaptively captures non-equilibrium and diffusive regimes, improving accuracy across optical depths.
Contribution
The paper develops a novel UGKWP method that automatically transitions between particle-based transport and diffusion, with frequency-dependent sampling and interface handling for multiscale photon transport.
Findings
Accurately models multiscale photon transport in various optical regimes.
Demonstrates robustness and reliability through multiple test cases.
Effectively resolves sharp opacity transitions without oscillations.
Abstract
The multi-frequency radiation transport equation (RTE) system models the photon transport and the energy exchange process between the background material and different frequency photons. In this paper, the unified gas-kinetic wave-particle (UGKWP) method for multi-frequency RTE is developed to capture the multiscale non-equilibrium transport in different optical regimes. In the UGKWP, a multiscale evolution process is properly designed to obtain both non-equilibrium transport in the optically thin regime and thermal diffusion process in the optically thick regime automatically. At the same time, the coupled macroscopic energy equations for the photon and material are solved implicitly by the matrix-free source iteration method. With the wave-particle decomposition strategy, the UGKWP method has a dynamic adaptivity for different regime physics. In the optically thick regime, no…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAtmospheric aerosols and clouds · Gas Dynamics and Kinetic Theory · Optical properties and cooling technologies in crystalline materials
