Litcius/Paper detail

DeepMerge: Classifying high-redshift merging galaxies with deep neural networks

Aleksandra Ćiprijanović, Gregory F. Snyder, B. Nord, J. E. G. Peek

2020Astronomy and Computing56 citationsDOIOpen Access PDF

Topics & Concepts

Convolutional neural networkComputer scienceGalaxyArtificial intelligenceClassifier (UML)Pattern recognition (psychology)RedshiftRandom forestData setCovariancePhysicsAstrophysicsStatisticsMathematicsGalaxies: Formation, Evolution, PhenomenaGaussian Processes and Bayesian InferenceGamma-ray bursts and supernovae