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A Spitzer survey of Deep Drilling Fields to be targeted by the Vera C. Rubin Observatory Legacy Survey of Space and Time
M. Lacy, J. A. Surace, D. Farrah +60
The Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) will observe several Deep Drilling Fields (DDFs) to a greater depth and with a more rapid cadence than the main…
Machine Learning and Cosmological Simulations I: Semi-Analytical Models
Harshil M. Kamdar, Matthew J. Turk, Robert J. Brunner
We present a new exploratory framework to model galaxy formation and evolution in a hierarchical universe by using machine learning (ML). Our motivations are two-fold: (1) presenti…
Machine Learning and Cosmological Simulations II: Hydrodynamical Simulations
Harshil M. Kamdar, Matthew J. Turk, Robert J. Brunner
We extend a machine learning (ML) framework presented previously to model galaxy formation and evolution in a hierarchical universe using N-body + hydrodynamical simulations. In th…
On the Clustering of Compact Galaxy Pairs in Dark Matter Haloes
Yiran Wang, R. J. Brunner
We analyze the clustering of photometrically selected galaxy pairs by using the halo-occupation distribution (HOD) model. We measure the angular two-point auto-correlation function…