activity
20172026
most citedThe CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations

305 citations · 2.5k across the 92 of their papers we have counts for

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Showing 2020Show all

11 papers · 1 filter

astro-ph.CO2020★ 67 cited

Modeling Galaxies in Redshift Space at the Field Level

Marcel Schmittfull, Marko Simonović, Mikhail M. Ivanov +2

We develop an analytical forward model based on perturbation theory to predict the redshift-space galaxy overdensity at the field level given a realization of the initial condition…

astro-ph.CO2020★ 63 cited

Cosmology Without Windows: Quadratic Estimators for the Galaxy Power Spectrum

Oliver H. E. Philcox

Conventional algorithms for galaxy power spectrum estimation measure the true spectrum convolved with a survey window function, which, for parameter inference, must be compared wit…

astro-ph.CO2020★ 17 cited

Modeling the Marked Spectrum of Matter and Biased Tracers in Real- and Redshift-Space

Oliver H. E. Philcox, Alejandro Aviles, Elena Massara

We present the one-loop perturbation theory for the power spectrum of the marked density field of matter and biased tracers in real- and redshift-space. The statistic has been show…

astro-ph.CO2020★ 305 cited

The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations

Francisco Villaescusa-Navarro, Daniel Anglés-Alcázar, Shy Genel +19

We present the Cosmology and Astrophysics with MachinE Learning Simulations --CAMELS-- project. CAMELS is a suite of 4,233 cosmological simulations of volu…

astro-ph.CO2020★ 69 cited

Fewer Mocks and Less Noise: Reducing the Dimensionality of Cosmological Observables with Subspace Projections

Oliver H. E. Philcox, Mikhail M. Ivanov, Matias Zaldarriaga +2

Creating accurate and low-noise covariance matrices represents a formidable challenge in modern-day cosmology. We present a formalism to compress arbitrary observables into a small…

astro-ph.CO2020★ 85 cited

Determining the Hubble Constant without the Sound Horizon: Measurements from Galaxy Surveys

Oliver H. E. Philcox, Blake D. Sherwin, Gerrit S. Farren +1

Two sources of geometric information are encoded in the galaxy power spectrum: the sound horizon at recombination and the horizon at matter-radiation equality. Analyzing the BOSS D…