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We build a field level emulator for cosmic structure formation that is accurate in the nonlinear regime.
Mon. Not. Roy. Astron. Soc
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Ata M, Kitaura FS, Müller V (2015) Bayesian inference of cosmic density fields from non-linear, scale-dependent, and stochastic biased tracers · 2015
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Chuang CH, Kitaura FS, Prada F, Zhao C, Yepes G (2015) EZmocks: extending the Zel’dovich approximation to generate mock galaxy catalogues with accurate clustering statistics · 2015
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Alam S, , et al. (2021) Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Observatory · 2021
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Philcox OHE, Hou J, Slepian Z (2021) A First Detection of the Connected 4-Point Correlation Function of Galaxies Using the BOSS CMASS Sample · 2021
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Chapman MJ, , et al. (2021) The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the growth rate of structure from the small-scale clustering of the luminous red galaxy sample · 2021
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He K, Zhang X, Ren S, Sun J (2016) Deep residual learning for image recognition in Proceedings of the IEEE conference on computer vision and pattern recognition · 2016
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Alam S, , et al. (2017) The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: cosmological analysis of the DR12 galaxy sample · 2017
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Slepian Z, , et al. (2017) The large-scale three-point correlation function of the SDSS BOSS DR12 CMASS galaxies · 2017
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Abbott TMC, , et al. (2018) Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing · 2018
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Charnock T, Lavaux G, Wandelt BD (2018) Automatic physical inference with information maximizing neural networks · 2018
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Ribli D, et al. (2019) Weak lensing cosmology with convolutional neural networks on noisy data · 2019
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Zennaro M, et al. (2021) The BACCO simulation project: biased tracers in real space · 2021
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Samushia L, Slepian Z, Villaescusa-Navarro F (2021) Information content of higher order galaxy correlation functions · 2021
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Valogiannis G, Dvorkin C (2021) Towards an Optimal Estimation of Cosmological Parameters with the Wavelet Scattering Transform · 2021
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Wang Y, Banerjee A, Abel T (2021) Detection of spatial clustering in the 1000 richest SDSS DR8 redMaPPer clusters with Nearest Neighbor distributions · 2021
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Villaescusa-Navarro F, et al. (2021) Multifield Cosmology with Artificial Intelligence · 2021
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Villaescusa-Navarro F, et al. (2021) Robust marginalization of baryonic effects for cosmological inference at the field level · 2021
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Modi C, Lanusse F, Seljak U (2021) FlowPM: Distributed TensorFlow implementation of the FastPM cosmological N-body solver · 2021
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Abbott TMC, , et al. (2022) Dark Energy Survey Year 3 results: Cosmological constraints from galaxy clustering and weak lensing · 2022
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Philcox OHE, Ivanov MM (2022) BOSS DR12 full-shape cosmology: Λ \Lambda CDM constraints from the large-scale galaxy power spectrum and bispectrum monopole · 2022
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Phys. Rev. D
Kobayashi Y, Nishimichi T, Takada M, Miyatake H (2022) Full-shape cosmology analysis of the SDSS-III BOSS galaxy power spectrum using an emulator-based halo model: A 5% determination of σ \sigma 8 · 2022
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Neveux R, , et al. (2022) Combined full shape analysis of BOSS galaxies and eBOSS quasars using an iterative emulator · 2022
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Zhai Z, et al. (2022) The Aemulus Project V: Cosmological constraint from small-scale clustering of BOSS galaxies · 2022
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Yuan S, Garrison LH, Eisenstein DJ, Wechsler RH (2022) Stringent σ 8 \sigma_{8} constraints from small-scale galaxy clustering using a hybrid MCMC+emulator framework · 2022
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Dai B, Seljak U (2022) Translation and Rotation Equivariant Normalizing Flow (TRENF) for Optimal Cosmological Analysis · 2022
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Eickenberg M, , et al. (2022) Wavelet Moments for Cosmological Parameter Estimation · 2022
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Valogiannis G, Dvorkin C (2022) Going Beyond the Galaxy Power Spectrum: an Analysis of BOSS Data with Wavelet Scattering Transforms · 2022
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Villanueva-Domingo P, Villaescusa-Navarro F (2022) Learning cosmology and clustering with cosmic graphs · 2022
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Kaushal N, et al. (2022) NECOLA: Towards a Universal Field-level Cosmological Emulator · 2022
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Coulton WR, et al. (2022) Quijote-PNG: Simulations of primordial non-Gaussianity and the information content of the matter field power spectrum and bispectrum · 2022
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