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astro-ph.CO2025
DeepCHART: Mapping the 3D dark matter density field from Ly forest surveys using deep learning
Soumak Maitra, Matteo Viel, Girish Kulkarni
We present DeepCHART (Deep learning for Cosmological Heterogeneity and Astrophysical Reconstruction via Tomography), a deep learning framework designed to reconstruct the three-dim…
astro-ph.CO2025★ 2 cited
ECHO21: a tool for modelling global 21-cm signal from dark ages to reionization
Shikhar Mittal, Girish Kulkarni, Peter Sims
We introduce a Python package called ECHO21 for modelling the global 21-cm signal from the dark ages through cosmic dawn to the end of reionization. Leveraging its analytical frame…