no code implementations • 26 Oct 2015 • Harshil M. Kamdar, Matthew J. Turk, Robert J. Brunner
In this work, we show that ML is a promising technique to study galaxy formation in the backdrop of a hydrodynamical simulation.
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics
no code implementations • 21 Oct 2015 • 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).
Astrophysics of Galaxies Cosmology and Nongalactic Astrophysics