144 citations · 976 across the 23 of their papers we have counts for
3 papers · 1 filter
Pattern recognition in the ALFALFA.70 and Sloan Digital Sky Surveys: A catalog of 500,000 HI gas fraction estimates based on artificial neural networks
Hossen Teimoorinia, Sara L. Ellison, David R. Patton
The application of artificial neural networks (ANNs) for the estimation of HI gas mass fraction (\fgas) is investigated, based on a sample of 13,674 galaxies in the Sloan Digital S…
The star formation rates of active galactic nuclei host galaxies
Sara L. Ellison, Hossen Teimoorinia, David J. Rosario +1
Using artificial neural network (ANN) predictions of total infra-red luminosities (LIR), we compare the host galaxy star formation rates (SFRs) of ~21,000 optically selected active…
An Artificial Neural Network Approach For Ranking Quenching Parameters In Central Galaxies
Hossen Teimoorinia, Asa F. L. Bluck, Sara L. Ellison
We present a novel technique for ranking the relative importance of galaxy properties in the process of quenching star formation. Specifically, we develop an artificial neural netw…