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Hector Javier Hortua Orjuela
Hector Javier Hortua Orjuela
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Verified email at unal.edu.co
Title
Cited by
Cited by
Year
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
402020
Constraining the reionization history using Bayesian normalizing flows
HJ Hortúa, L Malagò, R Volpi
Machine Learning: Science and Technology 1 (3), 035014, 2020
262020
Reduced bispectrum seeded by helical primordial magnetic fields
HJ Hortúa, L Castañeda
Journal of Cosmology and Astroparticle Physics 2017 (06), 020, 2017
132017
Power spectrum of post-inflationary primordial magnetic fields
HJ Hortúa, L Castañeda
Physical Review D 90 (12), 123520, 2014
122014
Evolution of magnetic fields through cosmological perturbation theory
HJ Hortua, L Castaneda, JM Tejeiro
Physical Review D 87 (10), 103531, 2013
122013
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
72019
Accelerating mcmc algorithms through bayesian deep networks
HJ Hortua, R Volpi, D Marinelli, L Malago
arXiv preprint arXiv:2011.14276, 2020
62020
Parameters estimation from the 21 cm signal using variational inference
HJ Hortúa, R Volpi, L Malagò
arXiv preprint arXiv:2005.02299, 2020
52020
Effects of primordial magnetic fields on CMB
HJ Hortúa, L Castañeda
Proceedings of the International Astronomical Union 10 (S306), 159-161, 2014
42014
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
32023
Reliable uncertainties for Bayesian neural networks using alpha-divergences
HJ Hortua, L Malago, R Volpi
arXiv preprint arXiv:2008.06729, 2020
32020
Primordial magnetic fields and the cmb
HJ Hortúa, L Castañeda
Redefining Standard Model Cosmology, 2018
32018
Contrasting formulations of cosmological perturbations in a magnetic FLRW cosmology
HJ Hortúa, L Castañeda
Classical and Quantum Gravity 32 (23), 235026, 2015
32015
Parity odd CMB power spectrum via helical magnetic fields
HJ Hortúa, L Castaneda
Proceedings of the 28th Texas Symposium on Relativistic Astrophysics, 2015
32015
Ecuación de Euler unidimensional
CA Ávila, HJ Hortúa, L Castañeda
Revista colombiana de física 42 (3), 252, 2011
32011
About Jordan and Einstein frames: a study in inflationary magnetogenesis
J Velásquez, HJ Hortua, L Castañeda
arXiv preprint arXiv:2303.01301, 2023
12023
Property Estimation Method for Cannabinoids and Terpenes Using Machine Learning
LA Vergara, HJ Hortúa, GA Orozco
Computer Aided Chemical Engineering 51, 103-108, 2022
12022
Cosmological features of primordial magnetic fields
HJ Hortua
arXiv preprint arXiv:1903.04419, 2019
12019
Contrasting formulations of cosmological perturbations in a magnetic FLRW cosmology
L Castaneda, H Hortua
arXiv preprint arXiv:1403.7789, 2014
12014
Perturbaciones cosmologicas e invariantes gauge
J Hortua, J Tejeiro
ciencias. bogota. unal. edu. co, 2008
12008
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