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EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models

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Bibliographic Details
Main Authors: João, Rino-Silvestre, Santiago, González-Gaitán, Marko, Stalevski
Format: Book
Language:English
Published: Springer 2023
Subjects:
interstellar medium
absorption and thermal re-emission
Online Access:https://link.springer.com/article/10.1007/s00521-022-08071-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7375
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spelling oai:localhost:PNK-73752023-03-31T03:58:09Z EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models João, Rino-Silvestre Santiago, González-Gaitán Marko, Stalevski interstellar medium absorption and thermal re-emission CC BY Dust is a major component of the interstellar medium. Through scattering, absorption and thermal re-emission, it can profoundly alter astrophysical observations. Models for dust composition and distribution are necessary to better understand and curb their impact on observations. A new approach for serial and computationally inexpensive production of such models is here presented. Traditionally these models are studied with the help of radiative transfer modelling, a critical tool to understand the impact of dust attenuation and reddening on the observed properties of galaxies and active galactic nuclei. 2023-03-31T03:58:09Z 2023-03-31T03:58:09Z 2023 Book https://link.springer.com/article/10.1007/s00521-022-08071-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7375 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic interstellar medium
absorption and thermal re-emission
spellingShingle interstellar medium
absorption and thermal re-emission
João, Rino-Silvestre
Santiago, González-Gaitán
Marko, Stalevski
EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
description CC BY
format Book
author João, Rino-Silvestre
Santiago, González-Gaitán
Marko, Stalevski
author_facet João, Rino-Silvestre
Santiago, González-Gaitán
Marko, Stalevski
author_sort João, Rino-Silvestre
title EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
title_short EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
title_full EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
title_fullStr EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
title_full_unstemmed EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
title_sort emulart emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s00521-022-08071-x
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7375
_version_ 1761912525515915264
score 8.881002

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