CosmicNet I: Physics-driven implementation of neural networks within Boltzmann-Einstein solvers

Reading the bibliography…

Fetching the paper…

Built on

A. Manrique-Yus and E. Sellentin, Euclid-era cosmology for everyone: Neural net assisted MCMC sampling for the joint 3x2 likelihood , 1907.05881
Original
1907
Earlier work this paper cites.
D. N. Limber, The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field. , ”Astrophys. J.” 117
1953
Earlier work this paper cites.
M. D. McKay, R. J. Beckman and W. J. Conover, A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , Technometrics 21
1979
Earlier work this paper cites.
B. Tang, Orthogonal array-based latin hypercubes , Journal of the American Statistical Association 88
1993
Earlier work this paper cites.
C.-P. Ma and E. Bertschinger, Cosmological perturbation theory in the synchronous versus conformal Newtonian gauge , Submitted to: Astrophys. J. (1994) , [ astro-ph/9401007 ]
1994
Earlier work this paper cites.
U. Seljak and M. Zaldarriaga, A Line of sight integration approach to cosmic microwave background anisotropies , Astrophys.J. 469
1996
Earlier work this paper cites.
W. Hu and M. J. White, The Damping tail of CMB anisotropies , Astrophys. J. 479
1997
Earlier work this paper cites.

A. Lewis, A. Challinor and A. Lasenby, Efficient computation of CMB anisotropies in closed FRW models , Astrophys. J. 538
2000
Cited alongside, same era.
A. Lewis and S. Bridle, Cosmological parameters from CMB and other data: A Monte Carlo approach , Phys. Rev. D66
2002
Cited alongside, same era.
W. A. Fendt and B. D. Wandelt, Pico: Parameters for the Impatient Cosmologist , Astrophys. J. 654
2006
Cited alongside, same era.
W. A. Fendt and B. D. Wandelt, Computing High Accuracy Power Spectra with Pico , Submitted to: Astrophys. J. (2007) , [ 0712.0194 ]
Original
2007
Cited alongside, same era.
T. Auld, M. Bridges, M. P. Hobson and S. F. Gull, Fast cosmological parameter estimation using neural networks , Mon. Not. Roy. Astron. Soc. 376
2007
Cited alongside, same era.

T. Tram and J. Lesgourgues, Optimal polarisation equations in FLRW universes , JCAP 1310
Original
2013
Later among the works it cites.
J. Lesgourgues and T. Tram, Fast and accurate CMB computations in non-flat FLRW universes , JCAP 1409
Original
2014
Later among the works it cites.
M. Abadi, A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro et al., TensorFlow: Large-scale machine learning on heterogeneous systems , 2015
2015
Later among the works it cites.
F. Chollet et al., “Keras.” https://keras.io , 2015
2015
Later among the works it cites.
V. Assassi, M. Simonovic̀ and M. Zaldarriaga, Efficient evaluation of angular power spectra and bispectra , JCAP 1711
Original
2017
Later among the works it cites.

alphaXiv searches the wider corpus for related work and actual follow-ups.

alphaXiv is searching for related work…

Reading the bibliography…

CosmicNet I: Physics-driven implementation of neural networks within Boltzmann-Einstein solvers · Around

A. Manrique-Yus and E. Sellentin, Euclid-era cosmology for everyone: Neural net assisted MCMC sampling for the joint 3x2 likelihood , 1907.05881
Original
1907
Earlier work this paper cites.
D. N. Limber, The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field. , ”Astrophys. J.” 117
1953
Earlier work this paper cites.
M. D. McKay, R. J. Beckman and W. J. Conover, A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , Technometrics 21
1979
Earlier work this paper cites.
B. Tang, Orthogonal array-based latin hypercubes , Journal of the American Statistical Association 88
1993
Earlier work this paper cites.
C.-P. Ma and E. Bertschinger, Cosmological perturbation theory in the synchronous versus conformal Newtonian gauge , Submitted to: Astrophys. J. (1994) , [ astro-ph/9401007 ]
1994
Earlier work this paper cites.
U. Seljak and M. Zaldarriaga, A Line of sight integration approach to cosmic microwave background anisotropies , Astrophys.J. 469
1996
Earlier work this paper cites.
W. Hu and M. J. White, The Damping tail of CMB anisotropies , Astrophys. J. 479
1997
Earlier work this paper cites.

A. Lewis, A. Challinor and A. Lasenby, Efficient computation of CMB anisotropies in closed FRW models , Astrophys. J. 538
2000
Cited alongside, same era.
A. Lewis and S. Bridle, Cosmological parameters from CMB and other data: A Monte Carlo approach , Phys. Rev. D66
2002
Cited alongside, same era.
W. A. Fendt and B. D. Wandelt, Pico: Parameters for the Impatient Cosmologist , Astrophys. J. 654
2006
Cited alongside, same era.
W. A. Fendt and B. D. Wandelt, Computing High Accuracy Power Spectra with Pico , Submitted to: Astrophys. J. (2007) , [ 0712.0194 ]
Original
2007
Cited alongside, same era.
T. Auld, M. Bridges, M. P. Hobson and S. F. Gull, Fast cosmological parameter estimation using neural networks , Mon. Not. Roy. Astron. Soc. 376
2007
Cited alongside, same era.

T. Tram and J. Lesgourgues, Optimal polarisation equations in FLRW universes , JCAP 1310
Original
2013
Later among the works it cites.
J. Lesgourgues and T. Tram, Fast and accurate CMB computations in non-flat FLRW universes , JCAP 1409
Original
2014
Later among the works it cites.
M. Abadi, A. Agarwal, P. Barham, E. Brevdo, Z. Chen, C. Citro et al., TensorFlow: Large-scale machine learning on heterogeneous systems , 2015
2015
Later among the works it cites.
F. Chollet et al., “Keras.” https://keras.io , 2015
2015
Later among the works it cites.
V. Assassi, M. Simonovic̀ and M. Zaldarriaga, Efficient evaluation of angular power spectra and bispectra , JCAP 1711
Original
2017
Later among the works it cites.

alphaXiv searches the wider corpus for related work and actual follow-ups.

alphaXiv is searching for related work…