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Toward Characterizing Dark Matter Subhalo Perturbations in Stellar Streams with Graph Neural Networks
Peter Xiangyuan Ma, Keir K. Rogers, Ting S. Li, Renée Hložek, Jeremy J. Webb, Ruth Huang and Julian Meunier The Astrophysical Journal 987(1) 96 (2025) https://doi.org/10.3847/1538-4357/add698
Deep learning the intergalactic medium using Lyman-alpha forest at 4 ≤ z ≤ 5
Fahad Nasir, Prakash Gaikwad, Frederick B Davies, James S Bolton, Ewald Puchwein and Sarah E I Bosman Monthly Notices of the Royal Astronomical Society 534(2) 1299 (2024) https://doi.org/10.1093/mnras/stae2153
Parameter estimation from the Lyα forest in the Fourier space using an information-maximizing neural network
New Measurements of the Lyα Forest Continuum and Effective Optical Depth with LyCAN and DESI Y1 Data
Wynne Turner, Paul Martini, Naim Göksel Karaçaylı, J. Aguilar, S. Ahlen, D. Brooks, T. Claybaugh, A. de la Macorra, A. Dey, P. Doel, K. Fanning, J . E. Forero-Romero, S. Gontcho A Gontcho, A. X. Gonzalez-Morales, G. Gutierrez, J. Guy, H. K. Herrera-Alcantar, K. Honscheid, S. Juneau, T. Kisner, A. Kremin, A. Lambert, M. Landriau, L. Le Guillou, A. Meisner, et al. The Astrophysical Journal 976(1) 143 (2024) https://doi.org/10.3847/1538-4357/ad8239