The Role of Machine Learning in the Next Decade of Cosmology
Work
Year: 2019
Type: preprint
Abstract: In recent years, machine learning (ML) methods have remarkably improved how cosmologists can interpret data. The next decade will bring new opportunities for data-driven cosmological discovery, but wi... more
Source: arXiv (Cornell University)
Authors Michelle Ntampaka, Camille Avestruz, Steven Boada, João Caldeira, Jessi Cisewski-Kehe +25 more
Institutions Harvard University Press, Astrophysique, Instrumentation et Modélisation, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, CEA Paris-Saclay, Institut d'Astrophysique de Paris
Cites: 16
Cited by: 43
Related to: 10
Citation percentile (by year/subfield): 98.82
Subfield: Astronomy and Astrophysics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green