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researcher

R. Sgier

14 papers hereh-index 13595 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author8
  • last author3

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • astro-ph.CO13
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172021
most citedCosmological model discrimination with Deep Learning

24 citations · 41 across the 3 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

astro-ph.CO2019

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.CO2019

Effects of baryons on weak lensing peak statistics

Andreas J. Weiss, Aurel Schneider, Raphael Sgier +3

Upcoming weak-lensing surveys have the potential to become leading cosmological probes provided all systematic effects are under control. Recently, the ejection of gas due to feedb…

cs.LG2019★ 15 cited

DeepSphere: towards an equivariant graph-based spherical CNN

Michaël Defferrard, Nathanaël Perraudin, Tomasz Kacprzak +1

Spherical data is found in many applications. By modeling the discretized sphere as a graph, we can accommodate non-uniformly distributed, partial, and changing samplings. Moreover…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.