research
∙
09/12/2023
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Large language models excel in many human-language tasks but often falte...
share
research
∙
12/20/2022
Using Machine Learning to Determine Morphologies of z<1 AGN Host Galaxies in the Hyper Suprime-Cam Wide Survey
We present a machine-learning framework to accurately characterize morph...
research
∙
03/01/2019
Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment
Continuous integration is an indispensable step of modern software engin...
research
∙
12/03/2018
Exploring galaxy evolution with generative models
Context. Generative models open up the possibility to interrogate scient...
research
∙
05/25/2018
Using transfer learning to detect galaxy mergers
We investigate the use of deep convolutional neural networks (deep CNNs)...
research
∙
02/01/2017