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[ascl:2103.001] 21cmDeepLearning: Matter density map extractor

21cmDeepLearning extracts the underlying matter density map from a 21 cm intensity field by making use of a convolutional neural network (CNN) with the U-Net architecture; the software is implemented in Pytorch. The astrophysical parameters of the simulations can be predicted with a secondary CNN. The simulations of matter density and 21 cm maps are performed with the code 21cmFAST (ascl:1102.023).

Code site:
https://github.com/PabloVD/21cmDeepLearning
Used in:
https://ui.adsabs.harvard.edu/abs/2021ApJ...907...44V
Bibcode:
2021ascl.soft03001V

Views: 1194

ascl:2103.001
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