All Outputs (2)

The Environmental Dependence of the Stellar Mass - Gas Metallicity Relation in Horizon Run 5 (2024)
Journal Article
Rowntree, A., Singh, A., Vincenzo, F., Gibson, B., Gouin, C., Galárraga-Espinosa, D., …Kim, Y. (in press). The Environmental Dependence of the Stellar Mass - Gas Metallicity Relation in Horizon Run 5. Monthly notices of the Royal Astronomical Society, Article stae1384. https://doi.org/10.1093/mnras/stae1384

Metallicity offers a unique window into the baryonic history of the cosmos, being instrumental in probing evolutionary processes in galaxies between different cosmic environments. We aim to quantify the contribution of these environments to the scatt... Read More about The Environmental Dependence of the Stellar Mass - Gas Metallicity Relation in Horizon Run 5.

Predicting the ages of galaxies with an artificial neural network (2024)
Journal Article
Hunt, L. J., Pimbblet, K. A., & Benoit, D. M. (2024). Predicting the ages of galaxies with an artificial neural network. Monthly notices of the Royal Astronomical Society, 529(1), 479-498. https://doi.org/10.1093/mnras/stae479

We present a new method of predicting the ages of galaxies using a machine learning (ML) algorithm with the goal of providing an alternative to traditional methods. We aim to match the ability of traditional models to predict the ages of galaxies by... Read More about Predicting the ages of galaxies with an artificial neural network.