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Fast Cosmic Web Simulations with Generative Adversarial Networks

Sep 20, 2018
Andres C. Rodriguez, Tomasz Kacprzak, Aurelien Lucchi, Adam Amara, Raphael Sgier, Janis Fluri, Thomas Hofmann, Alexandre Réfrégier


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Fast Point Spread Function Modeling with Deep Learning

Jul 25, 2018
Jörg Herbel, Tomasz Kacprzak, Adam Amara, Alexandre Refregier, Aurelien Lucchi

* 25 pages, 8 figures, 1 table 

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

Jul 25, 2017
Tomasz Kacprzak, Jörg Herbel, Adam Amara, Alexandre Réfrégier

* 10 pages, 5 figures, prepared for submission to JCAP 

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Cosmological model discrimination with Deep Learning

Jul 18, 2017
Jorit Schmelzle, Aurelien Lucchi, Tomasz Kacprzak, Adam Amara, Raphael Sgier, Alexandre Réfrégier, Thomas Hofmann

* 21 pages, 9 figures, prepared for submission to JCAP 

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