Effort: a fast and differentiable emulator for the Effective Field Theory of the Large Scale Structure of the Universe

J. Albers, C. Fidler, J. Lesgourgues, N. Schöneberg and J. Torrado, CosmicNet. Part I. Physics-driven implementation of neural networks within Einstein-Boltzmann Solvers , JCAP 09

Original

1907

Earlier work this paper cites.

A. Manrique-Yus and E. Sellentin, Euclid-era cosmology for everyone: neural net assisted MCMC sampling for the joint 3 × 2 likelihood , Mon. Not. Roy. Astron. Soc. 491

Original

1907

Earlier work this paper cites.

M.M. Ivanov, M. Simonović and M. Zaldarriaga, Cosmological Parameters from the BOSS Galaxy Power Spectrum , JCAP 05

Original

1909

Earlier work this paper cites.

X. Fang, E. Krause, T. Eifler and N. MacCrann, Beyond Limber: Efficient computation of angular power spectra for galaxy clustering and weak lensing , JCAP 05

Original

1911

Earlier work this paper cites.

D.N. Limber, The Analysis of Counts of the Extragalactic Nebulae in Terms of a Fluctuating Density Field. , ApJ 117

1953

Earlier work this paper cites.

C. Alcock and B. Paczynski, An evolution free test for non-zero cosmological constant , Nature 281

1979

Earlier work this paper cites.

G.V. Cybenko, Approximation by superpositions of a sigmoidal function , Mathematics of Control, Signals and Systems 2

1989

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

Earlier work this paper cites.

M. Chevallier and D. Polarski, Accelerating universes with scaling dark matter , Int. J. Mod. Phys. D 10

2001

Earlier work this paper cites.

M. Millea, E. Anderes and B.D. Wandelt, Sampling-based inference of the primordial CMB and gravitational lensing , Phys. Rev. D 102

Original

2002

Earlier work this paper cites.

T. Nishimichi, G. D’Amico, M.M. Ivanov, L. Senatore, M. Simonović, M. Takada et al., Blinded challenge for precision cosmology with large-scale structure: results from effective field theory for the redshift-space galaxy power spectrum , Phys. Rev. D 102

Original

2003

Earlier work this paper cites.

E.V. Linder, Exploring the expansion history of the universe , Phys. Rev. Lett. 90

2003

Earlier work this paper cites.

G. D’Amico, L. Senatore and P. Zhang, Limits on w w CDM from the EFTofLSS with the PyBird code , JCAP 01

Original

2003

Earlier work this paper cites.

R. Jimenez, L. Verde, H. Peiris and A. Kosowsky, Fast cosmological parameter estimation from microwave background temperature and polarization power spectra , Phys. Rev. D 70

2004

Earlier work this paper cites.

A. Chudaykin, M.M. Ivanov, O.H.E. Philcox and M. Simonović, Nonlinear perturbation theory extension of the Boltzmann code CLASS , Phys. Rev. D 102

Original

2004

Earlier work this paper cites.

A. Mootoovaloo, A.F. Heavens, A.H. Jaffe and F. Leclercq, Parameter Inference for Weak Lensing using Gaussian Processes and MOPED , Mon. Not. Roy. Astron. Soc. 497

Original

2005

Earlier work this paper cites.

W.A. Fendt and B.D. Wandelt, Pico: Parameters for the Impatient Cosmologist , Astrophys. J. 654

2006

Earlier work this paper cites.

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

Earlier work this paper cites.

A.E. Bayer, A. Banerjee and Y. Feng, A fast particle-mesh simulation of non-linear cosmological structure formation with massive neutrinos , JCAP 01

Original

2007

Earlier work this paper cites.

A. Griewank and A. Walther, Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation, Second Edition , Other Titles in Applied Mathematics, Society for Industrial and Applied Mathematics (2008)

2008

Earlier work this paper cites.

J. Froustey, C. Pitrou and M.C. Volpe, Neutrino decoupling including flavour oscillations and primordial nucleosynthesis , JCAP 12

Original

2008

Earlier work this paper cites.

D. Blas, J. Lesgourgues and T. Tram, The Cosmic Linear Anisotropy Solving System (CLASS) II: Approximation schemes , JCAP 07

Original

2011

Earlier work this paper cites.

M.D. Hoffman and A. Gelman, The no-u-turn sampler: Adaptively setting path lengths in hamiltonian monte carlo , 2011

2011

Earlier work this paper cites.

C. Tsitouras, Runge–kutta pairs of order 5(4) satisfying only the first column simplifying assumption , Computers & Mathematics with Applications 62

2011

Earlier work this paper cites.

J.J. Bennett, G. Buldgen, P.F. De Salas, M. Drewes, S. Gariazzo, S. Pastor et al., Towards a precision calculation of N eff N_{\rm eff} in the Standard Model II: Neutrino decoupling in the presence of flavour oscillations and finite-temperature QED , JCAP 04

Original

2012

Earlier work this paper cites.

S.-F. Chen, Z. Vlah, E. Castorina and M. White, Redshift-Space Distortions in Lagrangian Perturbation Theory , JCAP 03

Original

2012

Earlier work this paper cites.

K.S. Dawson, D.J. Schlegel, C.P. Ahn, S.F. Anderson, É. Aubourg, S. Bailey et al., The Baryon Oscillation Spectroscopic Survey of SDSS-III , AJ 145

Original

2013

Cited alongside, same era.

A.S. Jurling and J.R. Fienup, Applications of algorithmic differentiation to phase retrieval algorithms , Journal of the Optical Society of America A 31

2014

Cited alongside, same era.

L. Senatore and M. Zaldarriaga, Redshift Space Distortions in the Effective Field Theory of Large Scale Structures , arXiv e-prints (2014) arXiv:1409.1225

Original

2014

Cited alongside, same era.

J. Bezanson, A. Edelman, S. Karpinski and V.B. Shah, Julia: A fresh approach to numerical computing , 2015

2015

Cited alongside, same era.

L. Senatore and M. Zaldarriaga, The IR-resummed Effective Field Theory of Large Scale Structures , JCAP 02

Original

A.G. Sanchez, A.N. Ruiz, J.G. Jara and N.D. Padilla, Evolution mapping: a new approach to describe matter clustering in the non-linear regime , Mon. Not. Roy. Astron. Soc. 514

Original

2022

Later among the works it cites.

H.E. Noriega, A. Aviles, S. Fromenteau and M. Vargas-Magaña, Fast computation of non-linear power spectrum in cosmologies with massive neutrinos , JCAP 11

Original

2022

Later among the works it cites.

M.M. Ivanov, O.H.E. Philcox, M. Simonović, M. Zaldarriaga, T. Nischimichi and M. Takada, Cosmological constraints without nonlinear redshift-space distortions , Physical Review D 105

2022

Later among the works it cites.

A. Nygaard, E.B. Holm, S. Hannestad and T. Tram, CONNECT: a neural network based framework for emulating cosmological observables and cosmological parameter inference , JCAP 05

Original

2023

Later among the works it cites.