A rigorous model reduction for the anisotropic-scattering transport process
Yuan Hu, Chang Liu, Huayun Shen

TL;DR
This paper introduces a mathematically rigorous reduced-order model that accurately captures anisotropic-scattering transport physics in highly scattered regimes, bridging microscopic particle mechanics and macroscopic fluid dynamics.
Contribution
It presents a novel, rigorous model reduction approach for anisotropic-scattering transport processes with arbitrary scattering order, validated by numerical experiments.
Findings
Model prediction aligns with numerical results
Reveals diffusion physics in optically thick regime
Provides a concise physical interpretation
Abstract
In this letter, we propose a reduced-order model to bridge the particle transport mechanics and the macroscopic fluid dynamics in the highly scattered regime. A rigorous mathematical derivation and a concise physical interpretation are presented for an anisotropic-scattering transport process with arbitrary order of scattering kernel. The prediction of the theoretical model perfectly agrees with the numerical experiments. A clear picture of the diffusion physics is revealed for the neutral particle transport in the asymptotic optically thick regime.
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
TopicsNuclear reactor physics and engineering
