Search Results for author: Nikki Arendse

Found 2 papers, 2 papers with code

Simulation-based inference of dynamical galaxy cluster masses with 3D convolutional neural networks

1 code implementation7 Sep 2020 Doogesh Kodi Ramanah, Radosław Wojtak, Nikki Arendse

We present a simulation-based inference framework using a convolutional neural network to infer dynamical masses of galaxy clusters from their observed 3D projected phase-space distribution, which consists of the projected galaxy positions in the sky and their line-of-sight velocities.

Cosmology and Nongalactic Astrophysics Astrophysics of Galaxies Instrumentation and Methods for Astrophysics

Cosmic dissonance: new physics or systematics behind a short sound horizon?

1 code implementation17 Sep 2019 Nikki Arendse, Radosław J. Wojtak, Adriano Agnello, Geoff C. -F. Chen, Christopher D. Fassnacht, Dominique Sluse, Stefan Hilbert, Martin Millon, Vivien Bonvin, Kenneth C. Wong, Frédéric Courbin, Sherry H. Suyu, Simon Birrer, Tommaso Treu, Leon V. E. Koopmans

Results from time-delay lenses are consistent with those from distance-ladder calibrations and point to a discrepancy between absolute distance scales measured from the CMB (assuming the standard cosmological model) and late-time observations.

Cosmology and Nongalactic Astrophysics

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