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
Published in Monthly notices of the Royal Astronomical Society (01.12.2019)
Published in Monthly notices of the Royal Astronomical Society (01.12.2019)
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Journal Article
How do central and satellite galaxies quench? – Insights from spatially resolved spectroscopy in the MaNGA survey
Bluck, Asa F L, Maiolino, Roberto, Piotrowska, Joanna M, Trussler, James, Ellison, Sara L, Sánchez, Sebastian F, Thorp, Mallory D, Teimoorinia, Hossen, Moreno, Jorge, Conselice, Christopher J
Published in Monthly notices of the Royal Astronomical Society (01.11.2020)
Published in Monthly notices of the Royal Astronomical Society (01.11.2020)
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Journal Article
Convolutional neural network identification of galaxy post-mergers in UNIONS using IllustrisTNG
Bickley, Robert W, Bottrell, Connor, Hani, Maan H, Ellison, Sara L, Teimoorinia, Hossen, Yi, Kwang Moo, Wilkinson, Scott, Gwyn, Stephen, Hudson, Michael J
Published in Monthly notices of the Royal Astronomical Society (01.06.2021)
Published in Monthly notices of the Royal Astronomical Society (01.06.2021)
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Journal Article
The ALMaQUEST survey – 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, Sánchez, Sebastian F, Sargent, Mark
Published in Monthly notices of the Royal Astronomical Society. Letters (21.03.2020)
Published in Monthly notices of the Royal Astronomical Society. Letters (21.03.2020)
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Journal Article
Comparison of Multi-class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses
Teimoorinia, Hossen, Toyonaga, Robert D., Fabbro, Sebastien, Bottrell, Connor
Published in Publications of the Astronomical Society of the Pacific (01.04.2020)
Published in Publications of the Astronomical Society of the Pacific (01.04.2020)
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Journal Article
Mapping the Diversity of Galaxy Spectra with Deep Unsupervised Machine Learning
Teimoorinia, Hossen, Archinuk, Finn, Woo, Joanna, Shishehchi, Sara, Bluck, Asa F. L.
Published in The Astronomical journal (01.02.2022)
Published in The Astronomical journal (01.02.2022)
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Journal Article
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, Woo, Joanna
Published in Monthly notices of the Royal Astronomical Society (01.05.2019)
Published in Monthly notices of the Royal Astronomical Society (01.05.2019)
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Journal Article
Revisiting Active Galactic Nucleus Placement on the Baldwin, Phillips, and Terlevich Diagram: A Spectral Decomposition Approach
Teimoorinia, Hossen, Shishehchi, Sara, Archinuk, Finn, Woo, Joanna, Bickley, Robert, Lin, Ping, Hu, Zhonglin, Petit, Emile
Published in The Astrophysical journal (01.10.2024)
Published in The Astrophysical journal (01.10.2024)
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Journal Article
An Astronomical Image Content-based Recommendation System Using Combined Deep Learning Models in a Fully Unsupervised Mode
Teimoorinia, Hossen, Shishehchi, Sara, Tazwar, Ahnaf, Lin, Ping, Archinuk, Finn, Gwyn, Stephen D. J., Kavelaars, J. J.
Published in The Astronomical journal (01.05.2021)
Published in The Astronomical journal (01.05.2021)
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Journal Article
CLOVER: Convnet Line-fitting Of Velocities in Emission-line Regions
Keown, Jared, Di Francesco, James, Teimoorinia, Hossen, Rosolowsky, Erik, Chen, Michael Chun-Yuan
Published in The Astrophysical journal (01.11.2019)
Published in The Astrophysical journal (01.11.2019)
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Journal Article
Metabolomics and computational analysis of the role of monoamine oxidase activity in delirium and SARS-COV-2 infection
Cuperlovic-Culf, Miroslava, Cunningham, Emma L., Teimoorinia, Hossen, Surendra, Anuradha, Pan, Xiaobei, Bennett, Steffany A. L., Jung, Mijin, McGuiness, Bernadette, Passmore, Anthony Peter, Beverland, David, Green, Brian D.
Published in Scientific reports (20.05.2021)
Published in Scientific reports (20.05.2021)
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Journal Article
Dwarfs or Giants? Stellar Metallicities and Distances from ugrizG Multiband Photometry
Thomas, Guillaume F., Annau, Nicholaas, McConnachie, Alan, Fabbro, Sebastien, Teimoorinia, Hossen, Côté, Patrick, Cuillandre, Jean-Charles, Gwyn, Stephen, Ibata, Rodrigo A., Starkenburg, Else, Carlberg, Raymond, Famaey, Benoit, Fantin, Nicholas, Ferrarese, Laura, Hénault-Brunet, Vincent, Jensen, Jaclyn, Lançon, Ariane, Lewis, Geraint F., Martin, Nicolas F., Navarro, Julio F., Reylé, Céline, Sánchez-Janssen, Rubén
Published in The Astrophysical journal (20.11.2019)
Published in The Astrophysical journal (20.11.2019)
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Journal Article
The combined and respective roles of imaging and stellar kinematics in identifying galaxy merger remnants
Connor Bottrell, Maan Hani, Hossen Teimoorinia, Patton, David R, Ellison, Sara L
Published in arXiv.org (10.01.2022)
Published in arXiv.org (10.01.2022)
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Journal Article
A re-assessment of strong line metallicity conversions in the machine learning era
Hossen Teimoorinia, Jalilkhany, Mansoureh, Scudder, Jillian M, Jensen, Jaclyn, Ellison, Sara L
Published in arXiv.org (14.02.2021)
Published in arXiv.org (14.02.2021)
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Journal Article
Mapping the Diversity of Galaxy Spectra with Deep Unsupervised Machine Learning
Hossen Teimoorinia, Finn Archinuk, Woo, Joanna, Shishehchi, Sara, Bluck, Asa F L
Published in arXiv.org (06.12.2021)
Published in arXiv.org (06.12.2021)
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Paper
Journal Article
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses
Hossen Teimoorinia, Toyonaga, Robert D, Fabbro, Sebastien, Connor Bottrell
Published in arXiv.org (27.02.2020)
Published in arXiv.org (27.02.2020)
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Journal Article