Reconstruction of Reionization Histories from 21 cm Power-Spectrum Evolution with Artificial Neural Networks

Yu-Le Wang, Hayato Shimabukuro

We investigate whether the redshift evolution of the fixed-$k$ dimensionless 21 cm power spectrum, ${\Delta }_{21}^2(k,z)$, contains sufficient information to reconstruct reionization his…