67 citations · 95 across the 4 of their papers we have counts for
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astro-ph.IM2018★ 6 cited
Origins of Extragalactic Cosmic Ray Nuclei by Contracting Alignment Patterns induced in the Galactic Magnetic Field
Martin Erdmann, Lukas Geiger, David Schmidt +2
We present a novel approach to search for origins of ultra-high energy cosmic rays. These particles are likely nuclei that initiate extensive air showers in the Earth's atmosphere.…
astro-ph.IM2018★ 1 cited
Generating and refining particle detector simulations using the Wasserstein distance in adversarial networks
Martin Erdmann, Lukas Geiger, Jonas Glombitza +1
We use adversarial network architectures together with the Wasserstein distance to generate or refine simulated detector data. The data reflect two-dimensional projections of spati…