| Parameter estimation for the cosmic microwave background with Bayesian neural networks HJ Hortúa, R Volpi, D Marinelli, L Malagò Physical Review D 102 (10), 103509, 2020 | 42 | 2020 |
| Constraining the reionization history using Bayesian normalizing flows HJ Hortúa, L Malagò, R Volpi Machine Learning: Science and Technology 1 (3), 035014, 2020 | 22 | 2020 |
| Reduced bispectrum seeded by helical primordial magnetic fields HJ Hortúa, L Castañeda Journal of Cosmology and Astroparticle Physics 2017 (06), 020, 2017 | 14 | 2017 |
| Power spectrum of post-inflationary primordial magnetic fields HJ Hortúa, L Castañeda Physical Review D 90 (12), 123520, 2014 | 12 | 2014 |
| Evolution of magnetic fields through cosmological perturbation theory HJ Hortua, L Castaneda, JM Tejeiro Physical Review D—Particles, Fields, Gravitation, and Cosmology 87 (10), 103531, 2013 | 12 | 2013 |
| Accelerating mcmc algorithms through bayesian deep networks HJ Hortua, R Volpi, D Marinelli, L Malago arXiv preprint arXiv:2011.14276, 2020 | 7 | 2020 |
| Parameters estimation for the cosmic microwave background with bayesian neural networks. arXiv e-prints HJ Hortua, R Volpi, D Marinelli, L Malagò arXiv preprint arXiv:1911.08508 11, 2019 | 7 | 2019 |
| Parameters estimation from the 21 cm signal using variational inference HJ Hortúa, R Volpi, L Malagò arXiv preprint arXiv:2005.02299, 2020 | 5 | 2020 |
| Constraining cosmological parameters from N-body simulations with variational Bayesian neural networks HJ Hortúa, LÁ García, L Castañeda C Frontiers in Astronomy and Space Sciences 10, 1139120, 2023 | 4 | 2023 |
| Reliable uncertainties for Bayesian neural networks using alpha-divergences HJ Hortua, L Malago, R Volpi arXiv preprint arXiv:2008.06729, 2020 | 4 | 2020 |
| Effects of primordial magnetic fields on CMB HJ Hortúa, L Castañeda Proceedings of the International Astronomical Union 10 (S306), 159-161, 2014 | 4 | 2014 |
| Bayesian deep learning for cosmic volumes with modified gravity JE García-Farieta, HJ Hortúa, FS Kitaura Astronomy & Astrophysics 684, A100, 2024 | 3 | 2024 |
| Primordial magnetic fields and the cmb HJ Hortúa, L Castañeda Redefining Standard Model Cosmology, 2018 | 3 | 2018 |
| Contrasting formulations of cosmological perturbations in a magnetic FLRW cosmology HJ Hortúa, L Castañeda Classical and Quantum Gravity 32 (23), 235026, 2015 | 3 | 2015 |
| Parity odd CMB power spectrum via helical magnetic fields HJ Hortúa, L Castaneda Proceedings of the 28th Texas Symposium on Relativistic Astrophysics, 2015 | 3 | 2015 |
| Ecuación de Euler unidimensional CA Ávila, HJ Hortúa, L Castañeda Revista colombiana de física 42 (3), 252, 2011 | 3 | 2011 |
| About Jordan and Einstein frames: a study in inflationary magnetogenesis J Velásquez, HJ Hortua, L Castañeda Universe 10 (9), 350, 2024 | 1 | 2024 |
| Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging DL Ramos, HJ Hortua arXiv preprint arXiv:2407.16608, 2024 | 1 | 2024 |
| Forecasting VIX using Bayesian deep learning HJ Hortúa, A Mora-Valencia International Journal of Data Science and Analytics, 1-22, 2024 | 1 | 2024 |
| Property Estimation Method for Cannabinoids and Terpenes Using Machine Learning LA Vergara, HJ Hortúa, GA Orozco Computer Aided Chemical Engineering 51, 103-108, 2022 | 1 | 2022 |
