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20172020
most citedFast Point Spread Function Modeling with Deep Learning

51 citations · 240 across the 10 of their papers we have counts for

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Showing astro-ph.COShow all

6 papers · 1 filter

astro-ph.CO2020★ 18 cited

Fast Lightcones for Combined Cosmological Probes

Raphael Sgier, Janis Fluri, Jörg Herbel +4

The combination of different cosmological probes offers stringent tests of the CDM model and enhanced control of systematics. For this purpose, we present an extension of the li…

astro-ph.CO2020

Predicting Cosmological Observables with PyCosmo

F. Tarsitano, U. Schmitt, A. Refregier +7

Current and upcoming cosmological experiments open a new era of precision cosmology, thus demanding accurate theoretical predictions for cosmological observables. Because of the co…

astro-ph.CO2019★ 26 cited

Monte Carlo Control Loops for cosmic shear cosmology with DES Year 1

T. Kacprzak, J. Herbel, A. Nicola +52

Weak lensing by large-scale structure is a powerful probe of cosmology and of the dark universe. This cosmic shear technique relies on the accurate measurement of the shapes and re…

astro-ph.CO2017★ 26 cited

Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions

Tomasz Kacprzak, Jörg Herbel, Adam Amara +1

Approximate Bayesian Computation (ABC) is a method to obtain a posterior distribution without a likelihood function, using simulations and a set of distance metrics. For that reaso…

astro-ph.CO2017★ 9 cited

Cosmic shear calibration with forward modeling

Claudio Bruderer, Andrina Nicola, Adam Amara +3

Weak Gravitational Lensing is a powerful probe of the dark sector of the Universe. One of the main challenges for this technique is the treatment of systematics in the measurement…

astro-ph.CO2017★ 33 cited

The redshift distribution of cosmological samples: a forward modeling approach

Jörg Herbel, Tomasz Kacprzak, Adam Amara +3

Determining the redshift distribution of galaxy samples is essential for several cosmological probes including weak lensing. For imaging surveys, this is usually done using…