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1

SPECTRAL CLASSIFICATION OF GALAXIES AT 0.5 ⩽ z ⩽ 1 IN THE CDFS: THE ARTIFICIAL NEURAL NETWORK APPROACH

Teimoorinia, H.

Journal:

The Astronomical Journal

Year:

2012

Language:

english

File:

PDF, 1.30 MB

english, 2012

2

Comparison of Multi-class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses

Teimoorinia, Hossen, Toyonaga, Robert D., Fabbro, Sebastien, Bottrell, Connor

Journal:

Publications of the Astronomical Society of the Pacific

Year:

2020

File:

PDF, 1.49 MB

2020

3

Assessment of Astronomical Images Using Combined Machine-learning Models

Teimoorinia, H., Kavelaars, J. J., Gwyn, S. D. J., Durand, D., Rolston, K., Ouellette, A.

Journal:

The Astronomical Journal

Year:

2020

File:

PDF, 3.90 MB

2020

4

Velocity curve analysis of the spectroscopic binary stars by the non-linear least squares

K. Karami, H. Teimoorinia

Journal:

Astrophysics and Space Science

Year:

2007

Language:

english

File:

PDF, 558 KB

english, 2007

5

Artificial neural network based calibrations for the prediction of galactic [N II] 6584 and H line luminosities

Teimoorinia, H., Ellison, S. L.

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2014

Language:

english

File:

PDF, 5.17 MB

english, 2014

6

The infrared luminosities of ∼332 000 SDSS galaxies predicted from artificial neural networks and the Herschel Stripe 82 survey

Ellison, Sara L., Teimoorinia, Hossein, Rosario, David J., Mendel, J. Trevor

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2016

Language:

english

File:

PDF, 12.07 MB

english, 2016

7

The star formation rates of active galactic nuclei host galaxies

Ellison, Sara L., Teimoorinia, Hossen, Rosario, David J., Mendel, J. Trevor

Journal:

Monthly Notices of the Royal Astronomical Society: Letters

Year:

2016

Language:

english

File:

PDF, 719 KB

english, 2016

8

An artificial neural network approach for ranking quenching parameters in central galaxies

Teimoorinia, Hossen, Bluck, Asa F. L., Ellison, Sara L.

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2016

Language:

english

File:

PDF, 3.94 MB

english, 2016

9

Pattern recognition in the ALFALFA.70 and Sloan Digital Sky Surveys: a catalogue of ∼500 000 H i gas fraction estimates based on artificial neural networks

Teimoorinia, Hossen, Ellison, Sara L., Patton, David R.

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2017

Language:

english

File:

PDF, 9.68 MB

english, 2017

10

Classifying galaxy spectra at 0.5 < z < 1 with self-organizing maps

Rahmani, S, Teimoorinia, H, Barmby, P

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2018

Language:

english

File:

PDF, 3.26 MB

english, 2018

11

The discrimination between star-forming and AGN galaxies in the absence of H α and [N ii]: a machine -learning approach

Teimoorinia, H, Keown, J

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2018

Language:

english

File:

PDF, 19.52 MB

english, 2018

12

Ly$\mathsf{\alpha}$ emitters in the GOODS-S field

Raiter, A., Fosbury, R. A. E., Teimoorinia, H.

Journal:

Astronomy and Astrophysics

Year:

2010

Language:

english

File:

PDF, 746 KB

english, 2010

13

What shapes a galaxy? – unraveling the role of mass, environment, and star formation in forming galactic structure

Bluck, Asa F L, Bottrell, Connor, Teimoorinia, Hossen, Henriques, Bruno M B, Mendel, J Trevor, Ellison, Sara L, Thanjavur, Karun, Simard, Luc, Patton, David R, Conselice, Christopher J, Moreno, Jorge,

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2019

Language:

english

File:

PDF, 5.46 MB

english, 2019

14

Deep learning predictions of galaxy merger stage and the importance of observational realism

Bottrell, Connor, Hani, Maan H, Teimoorinia, Hossen, Ellison, Sara L, Moreno, Jorge, Torrey, Paul, Hayward, Christopher C, Thorp, Mallory, Simard, Luc, Hernquist, Lars

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2019

Language:

english

File:

PDF, 4.55 MB

english, 2019

15

Are galactic star formation and quenching governed by local, global or environmental phenomena?

Bluck, Asa F L, Maiolino, Roberto, SÃ¡nchez, Sebastian F, Ellison, Sara L, Thorp, Mallory D, Piotrowska, Joanna M, Teimoorinia, Hossen, Bundy, Kevin A

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2019

Language:

english

File:

PDF, 8.60 MB

english, 2019

16

The ALMaQUEST survey â III. Scatter in the resolved star-forming main sequence is primarily due to variations in star formation efficiency

Ellison, Sara L, Thorp, Mallory D, Lin, Lihwai, Pan, Hsi-An, Bluck, Asa F L, Scudder, Jillian M, Teimoorinia, Hossen, SÃ¡nchez, Sebastian F, Sargent, Mark

Journal:

Monthly Notices of the Royal Astronomical Society: Letters

Year:

2020

File:

PDF, 1.79 MB

2020

17

The Great Observatories Origins Deep Survey

Balestra, I., Mainieri, V., Popesso, P., Dickinson, M., Nonino, M., Rosati, P., Teimoorinia, H., Vanzella, E., Cristiani, S., Cesarsky, C., Fosbury, R. A.E., Kuntschner, H., Rettura, A.

Journal:

Astronomy and Astrophysics

Year:

2010

File:

PDF, 7.75 MB

2010

18

How do central and satellite galaxies quench? â Insights from spatially resolved spectroscopy in the MaNGA survey

Bluck, Asa F L, Maiolino, Roberto, Piotrowska, Joanna M, Trussler, James, Ellison, Sara L, SÃ¡nchez, Sebastian F, Thorp, Mallory D, Teimoorinia, Hossen, Moreno, Jorge, Conselice, Christopher J

Journal:

Monthly Notices of the Royal Astronomical Society

Year:

2020

File:

PDF, 9.01 MB

2020

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