EmulART Emulating radiative transfer—a pilot study on autoencoder-based dimensionality reduction for radiative transfer models
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s00521-022-08071-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7375 |
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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 |
8.891145 |