Moment closure for radiative transfer equation

doi:doi:10.57702/x18cd58f

Moment closure for radiative transfer equation

The radiative transfer equation (RTE) describes particle propagation and interaction with a background medium. It has been widely applied in many fields of science and engineering including astrophysics, heat transfer, remote sensing, and medical imaging. The RTE is a high-dimensional integro-differential kinetic equation. Common numerical methods for computing RTE can be classiﬁed into two categories: probabilistic methods such as the direct simulation Monte Carlo (DSMC) method, and deterministic schemes including the discrete ordinates method (SN).

BibTex:

@dataset{Juntao_Huang_and_Yingda_Cheng_and_Andrew_J_Christlieb_and_Luke_F_Roberts_2024,
    abstract = {The radiative transfer equation (RTE) describes particle propagation and interaction with a background medium. It has been widely applied in many fields of science and engineering including astrophysics, heat transfer, remote sensing, and medical imaging. The RTE is a high-dimensional integro-differential kinetic equation. Common numerical methods for computing RTE can be classiﬁed into two categories: probabilistic methods such as the direct simulation Monte Carlo (DSMC) method, and deterministic schemes including the discrete ordinates method (SN).},
    author = {Juntao Huang and Yingda Cheng and Andrew J. Christlieb and Luke F. Roberts},
    doi = {10.57702/x18cd58f},
    institution = {No Organization},
    keyword = {'machine learning', 'moment closure', 'neural network', 'radiative transfer', 'slab geometry'},
    month = {dec},
    publisher = {TIB},
    title = {Moment closure for radiative transfer equation},
    url = {https://service.tib.eu/ldmservice/dataset/moment-closure-for-radiative-transfer-equation},
    year = {2024}
}