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astro-ph.GA2024★ 1 cited
Radio Halo Detection in MWA Data using Deep Neural Networks and Generative Data Augmentation
Ashutosh K. Mishra, Emma Tolley, Shreyam Parth Krishna +1
Detecting diffuse radio emission, such as from halos, in galaxy clusters is crucial for understanding large-scale structure formation in the universe. Traditional methods, which re…
astro-ph.CO2024
Combining summary statistics with simulation-based inference for the 21 cm signal from the Epoch of Reionization
Benoit Semelin, Romain Mériot, Ashutosh Mishra +1
The 21 cm signal from the Epoch of Reionization will be observed with the up-coming Square Kilometer Array (SKA). SKA should yield a full tomography of the signal which opens the p…