From the 1 of 5 linked papers with an AI index.
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Selection of Dwarf Galaxies Hosting AGNs: A Measure of Bias and Contamination using Unsupervised Machine Learning Techniques
Sogol Sanjaripour, Archana Aravindan, Gabriela Canalizo +4
Identifying AGNs in dwarf galaxies is critical for understanding black hole formation but remains challenging due to their low luminosities, low metallicities, and star formation-d…
Application of Manifold Learning to Selection of Different Galaxy Populations and Scaling Relation Analysis
Sogol Sanjaripour, Shoubaneh Hemmati, Bahram Mobasher +8
The growing volume of data produced by large astronomical surveys necessitates the development of efficient analysis techniques capable of effectively managing high-dimensional dat…
Stacking and Analyzing MOSDEF Galaxies by Spectral Types: Implications for Dust Geometry and Galaxy Evolution
Brian Lorenz, Mariska Kriek, Alice E. Shapley +12
We examine star-formation and dust properties for a sample of 660 galaxies at in the MOSDEF survey by dividing them into groups with similarly-shaped spectral…
Ly Halo Properties and Dust in the Circumgalactic Medium of Star-forming Galaxies
Zhiyuan Song, Naveen A. Reddy, Yuguang Chen +7
We present Keck Cosmic Web Imager IFU observations around extended Ly halos of 27 typical star-forming galaxies with redshifts drawn from the MOSFIRE Deep Evolu…