PINION: Physics-informed neural network for accelerating radiative transfer simulations for cosmic reionization

With the advent of the Square Kilometre Array Observatory (SKAO), scientists will be able to directly observe the Epoch of Reionization by mapping the distribution of neutral hydrogen at different redshifts. While physically motivated results can be simulated with radiative transfer codes, these sim...

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Veröffentlicht in:	arXiv.org 2023-03
Hauptverfasser:	Korber, Damien, Bianco, Michele, Tolley, Emma, Jean-Paul Kneib
Format:	Artikel
Sprache:	eng
Schlagworte:	Constraint modelling Dimensionless analysis Ionization Neural networks Physics Physics - Cosmology and Nongalactic Astrophysics Power spectra Propagation Radiative transfer Red shift Simulation
Online-Zugang:	Volltext
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