no code implementations • 21 Oct 2020 • J. Bialopetravičius, D. Narbutis
We present a study of evolutionary and structural parameters of star cluster candidates in the spiral galaxy M83.
no code implementations • 22 Nov 2019 • J. Bialopetravičius, D. Narbutis, V. Vansevičius
The CNN was tested on mock images of artificial clusters and has demonstrated reliable inference results for clusters of ages $\lesssim$100 Myr, extinctions $A_V$ between 0 and 3 mag, masses between $3\times10^3$ and $3\times10^5$ ${\rm M_\odot}$, and sizes between 0. 04 and 0. 4 arcsec at the distance of the M83 galaxy.
no code implementations • 19 Jul 2018 • J. Bialopetravičius, D. Narbutis, V. Vansevičius
A CNN was constructed based on the deep residual network (ResNet) architecture and trained on simulated images of star clusters with various ages, masses, and sizes.