Search Results for author: Ignacio Ferreras

Found 2 papers, 1 papers with code

Constraining stellar population parameters from narrow band photometric surveys using convolutional neural networks

1 code implementation19 Feb 2020 Choong Ling Liew-Cain, Daisuke Kawata, Patricia Sanchez-Blazquez, Ignacio Ferreras, Myrto Symeonidis

However, it is demonstrated that the diversity of the dataset used to train the neural networks has a dramatic effect on the recovery of galactic stellar population parameters.

Astrophysics of Galaxies

A hydrodynamical study of outflows in starburst galaxies with different driving mechanisms

no code implementations13 Jan 2020 B. P. Brian Yu, Ellis R. Owen, Kinwah Wu, Ignacio Ferreras

Radiation-driven winds in typical starburst-galaxy configurations are unable to attain the higher flow velocities and temperatures associated with thermal and cosmic ray-driven systems, leading to higher wind densities which would be more susceptible to cooling and fragmentation at lower altitudes.

Astrophysics of Galaxies

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