The camels project: Cosmology and astrophysics with machine-learning simulations F Villaescusa-Navarro, D Anglés-Alcázar, S Genel, DN Spergel, ... The Astrophysical Journal 915 (1), 71, 2021 | 221 | 2021 |
Constraining the contribution of active galactic nuclei to reionization S Hassan, R Davé, S Mitra, K Finlator, B Ciardi, MG Santos Monthly Notices of the Royal Astronomical Society 473 (1), 227-240, 2018 | 82 | 2018 |
Simulating the 21 cm signal from reionization including non-linear ionizations and inhomogeneous recombinations S Hassan, R Davé, K Finlator, MG Santos Monthly Notices of the Royal Astronomical Society 457 (2), 1550-1567, 2016 | 63 | 2016 |
The camels multifield data set: Learning the universe’s fundamental parameters with artificial intelligence F Villaescusa-Navarro, S Genel, D Angles-Alcazar, L Thiele, R Dave, ... The Astrophysical Journal Supplement Series 259 (2), 61, 2022 | 61 | 2022 |
Identifying reionization sources from 21 cm maps using Convolutional Neural Networks S Hassan, A Liu, S Kohn, P La Plante Monthly Notices of the Royal Astronomical Society 483 (2), 2524-2537, 2018 | 60 | 2018 |
Constraining the astrophysics and cosmology from 21 cm tomography using deep learning with the SKA S Hassan, S Andrianomena, C Doughty Monthly Notices of the Royal Astronomical Society 494 (4), 5761-5774, 2020 | 53 | 2020 |
Epoch of reionization 21 cm forecasting from MCMC-constrained semi-numerical models S Hassan, R Davé, K Finlator, MG Santos Monthly Notices of the Royal Astronomical Society 468 (1), 122-139, 2017 | 45 | 2017 |
Constraining the reionization history using deep learning from 21-cm tomography with the Square Kilometre Array T Mangena, S Hassan, MG Santos Monthly Notices of the Royal Astronomical Society 494 (1), 600-606, 2020 | 36 | 2020 |
The CAMELS project: public data release F Villaescusa-Navarro, S Genel, D Anglés-Alcázar, LA Perez, ... The Astrophysical Journal Supplement Series 265 (2), 54, 2023 | 29 | 2023 |
Artist: fast radiative transfer for large-scale simulations of the epoch of reionization M Molaro, R Davé, S Hassan, MG Santos, K Finlator Monthly Notices of the Royal Astronomical Society 489 (4), 5594-5611, 2019 | 26 | 2019 |
Multifield cosmology with artificial intelligence F Villaescusa-Navarro, D Anglés-Alcázar, S Genel, DN Spergel, Y Li, ... arXiv preprint arXiv:2109.09747, 2021 | 17 | 2021 |
Hybrid analytic and machine-learned baryonic property insertion into galactic dark matter haloes B Moews, R Davé, S Mitra, S Hassan, W Cui Monthly Notices of the Royal Astronomical Society 504 (3), 4024-4038, 2021 | 17 | 2021 |
HIFLOW: Generating Diverse HI Maps and Inferring Cosmology while Marginalizing over Astrophysics Using Normalizing Flows S Hassan, F Villaescusa-Navarro, B Wandelt, DN Spergel, ... arXiv preprint arXiv:2110.02983, 2021 | 15* | 2021 |
Testing galaxy formation simulations with damped Lyman-α abundance and metallicity evolution S Hassan, K Finlator, R Davé, CW Churchill, JX Prochaska Monthly Notices of the Royal Astronomical Society 492 (2), 2835-2846, 2020 | 14 | 2020 |
Wavelet moments for cosmological parameter estimation M Eickenberg, E Allys, AM Dizgah, P Lemos, E Massara, M Abidi, ... arXiv preprint arXiv:2204.07646, 2022 | 12 | 2022 |
Robust marginalization of baryonic effects for cosmological inference at the field level F Villaescusa-Navarro, S Genel, D Angles-Alcazar, DN Spergel, Y Li, ... arXiv preprint arXiv:2109.10360, 2021 | 12 | 2021 |
An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low-redshift Lyα Forest MT Tillman, B Burkhart, S Tonnesen, S Bird, GL Bryan, D Anglés-Alcázar, ... The Astronomical Journal 166 (6), 228, 2023 | 10 | 2023 |
Reionization with Simba: How much does astrophysics matter in modeling cosmic reionization? S Hassan, R Davé, M McQuinn, RS Somerville, LC Keating, ... The Astrophysical Journal 931 (1), 62, 2022 | 9 | 2022 |
Can galaxy evolution mimic cosmic reionization? S Hassan, M Gronke The Astrophysical Journal 908 (2), 219, 2021 | 8 | 2021 |
The planetary spin and rotation period: a modern approach AI Arbab, SE Salih, SH Hassan, A El Agali, H Abubaker Astrophysics and Space Science 348 (1), 57-63, 2013 | 8 | 2013 |