21 citations · 21 across the 2 of their papers we have counts for
2 papers
astro-ph.GA2026
Characterization of Residual Morphological Substructure Using Supervised and Unsupervised Deep Learning
Kameswara Bharadwaj Mantha, Daniel H. McIntosh, Cody Ciaschi +9
Automated characterization of galactic substructure is an essential step in understanding the transformative physical processes driving galaxy evolution. In this study, we investig…
astro-ph.GA2019★ 21 cited
Studying the Physical Properties of Tidal Features I. Extracting Morphological Substructure in CANDELS Observations and VELA Simulations
Kameswara Bharadwaj Mantha, Daniel H. McIntosh, Cody P. Ciaschi +17
The role of major mergers in galaxy evolution remains a key open question. Existing empirical merger identification methods use non-parametric and subjective visual classifications…