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Can 21 cm signals reveal when the universe's dark age ended?

Yu-Le Wang, Hayato Shimabukuro

May 20, 2026

The early universe's reionization—when ultraviolet light from stars relit neutral hydrogen—left a fingerprint in 21 cm radio emissions. Using neural networks trained on simulations, researchers show they can reconstruct the neutral-fraction history from how the 21 cm power spectrum evolves with redshift, recovering the midpoint timing to within z ≈ 0.01. The technique works even with realistic noise levels for next-generation radio telescopes like SKA, though it struggles to pin down the sharpness of the transition itself.
Published as Reconstruction of Reionization Histories from 21 cm Power-Spectrum Evolution with Artificial Neural Networks arXiv:2605.21012
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