135 citations · 154 across the 2 of their papers we have counts for
3 papers
astro-ph.IM2019★ 135 cited
Surveying the reach and maturity of machine learning and artificial intelligence in astronomy
Christopher J. Fluke, Colin Jacobs
Machine learning (automated processes that learn by example in order to classify, predict, discover or generate new data) and artificial intelligence (methods by which a computer m…
astro-ph.GA2019
An extended catalog of galaxy-galaxy strong gravitational lenses discovered in DES using convolutional neural networks
C. Jacobs, T. Collett, K. Glazebrook +55
We search Dark Energy Survey (DES) Year 3 imaging for galaxy-galaxy strong gravitational lenses using convolutional neural networks, extending previous work with new training sets…
astro-ph.IM2017★ 19 cited
Mary, a pipeline to aid discovery of optical transients
Igor Andreoni, Colin Jacobs, Sarah Hegarty +3
The ability to quickly detect transient sources in optical images and trigger multi-wavelength follow up is key for the discovery of fast transients. These include events rare and…