7 citations · 12 across the 4 of their papers we have counts for
4 papers
Reconstructing the mid-infrared spectra of galaxies using ultraviolet to submillimeter photometry and Deep Generative Networks
Agapi Rissaki, Orestis Pavlou, Dimitris Fotakis +2
The mid-infrared spectra of galaxies are rich in features such as the Polycyclic Aromatic Hydrocarbon (PAH) and silicate dust features which give valuable information about the phy…
Graph Theoretical Analysis of local ultraluminous infrared galaxies and quasars
Orestis Pavlou, Ioannis Michos, Vicky Papadopoulou Lesta +3
We present a methodological framework for studying galaxy evolution by utilizing Graph Theory and network analysis tools. We study the evolutionary processes of local ultraluminous…
Classification of local ultraluminous infrared galaxies and quasars with kernel principal component analysis
Evangelos S. Papaefthymiou, Ioannis Michos, Orestis Pavlou +2
We present a new diagnostic diagram for local ultraluminous infrared galaxies (ULIRGs) and quasars, analysing particularly the Spitzer Space Telescope's Infrared Spectrograph (IRS)…
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…