Open Access

Table A.1

Physical variables collected for showing their correlation with the latent space extracted by the autoencoder.

Variable Description
Fs Average soft band flux (0.5 - 1.2 keV)
Fb Average broad band flux (0.5 - 7 keV)
Fm Average medium band flux (1.2 - 2 keV)
Fh Average hard band flux (2 - 7 keV)
hard_hs hard (2.0-7.0 keV) - soft (0.5-1.2 keV) energy band hardness ratio
hard_ms medium (1.2-2.0 keV) - soft (0.5-1.2 keV) energy band hardness ratio
hard_hm hard (2.0-7.0 keV) - medium (1.2-2.0 keV) energy band hardness ratio
var_prob_b Gregory-Loredo variability probability values
var_index_b Intra-observation Gregory-Loredo variability index
powlaw_gamma photon index, defined as FEEγ, of the best fitting absorbed power-law model spectrum to the source region aperture pulse invariant (PI) spectrum
powlaw_nh NH column density of the best fitting absorbed power-law model spectrum to the source region aperture PI spectrum
bb_kt temperature (kT) of the best fitting absorbed black body model spectrum to the source region aperture PI spectrum
bb_nh NH column density of the best fitting absorbed black body model spectrum to the source region aperture PI spectrum
brems_kt temperature (kT) of the best fitting absorbed bremsstrahlung model spectrum to the source region aperture PI spectrum
brems_nh NH column density of the best fitting absorbed bremsstrahlung model spectrum to the source region aperture PI spectrum
apec_kt temperature (kT) of the best fitting absorbed astrophysical plasma emission code (APEC) model spectrum to the source region aperture PI spectrum
apec_abund abundance of the best fitting absorbed APEC model spectrum to the source region aperture PI spectrum
apec_z redshift of the best fitting absorbed APEC model spectrum to the source region aperture PI spectrum
apec_nh NH column density of the best fitting absorbed APEC model spectrum to the source region aperture PI spectrum

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