36 citations · 51 across the 8 of their papers we have counts for
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astro-ph.IM2022★ 1 cited
Detecting and analysing the topology of the cosmic web with spatial clustering algorithms I: Methods
Dimitrios Kelesis, Spyros Basilakos, Vicky Papadopoulou Lesta +2
In this paper we explore the use of spatial clustering algorithms as a new computational approach for modeling the cosmic web. We demonstrate that such algorithms are efficient in…
astro-ph.IM2020
Solving Inverse Problems for Spectral Energy Distributions with Deep Generative Networks
Agapi Rissaki, Orestis Pavlou, Dimitris Fotakis +2
We propose an end-to-end approach for solving inverse problems for a class of complex astronomical signals, namely Spectral Energy Distributions (SEDs). Our goal is to reconstruct…