Search Results - "Sako, Masao"

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    Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning by Qu, Helen, Sako, Masao

    Published in The Astrophysical journal (01-09-2023)
    “…Abstract Upcoming photometric surveys will discover tens of thousands of Type Ia supernovae (SNe Ia), vastly outpacing the capacity of our spectroscopic…”
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    Journal Article
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    What’s the Difference? The Potential for Convolutional Neural Networks for Transient Detection without Template Subtraction by Acero-Cuellar, Tatiana, Bianco, Federica, Dobler, Gregory, Sako, Masao, Qu, Helen

    Published in The Astronomical journal (01-09-2023)
    “…Abstract We present a study of the potential for convolutional neural networks (CNNs) to enable separation of astrophysical transients from image artifacts, a…”
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    Journal Article
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    The origin of ultrafast outflows in AGN: Monte Carlo simulations of the wind in PDS 456 by Hagino, Kouichi, Odaka, Hirokazu, Done, Chris, Gandhi, Poshak, Watanabe, Shin, Sako, Masao, Takahashi, Tadayuki

    “…Ultrafast outflows (UFOs) are seen in many AGN, giving a possible mode for AGN feedback on to the host galaxy. However, the mechanism(s) for the launch and…”
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    THE FUNDAMENTAL METALLICITY RELATION REDUCES TYPE Ia SN HUBBLE RESIDUALS MORE THAN HOST MASS ALONE by Hayden, Brian T., Gupta, Ravi R., Garnavich, Peter M., Mannucci, Filippo, Nichol, Robert C., Sako, Masao

    Published in The Astrophysical journal (20-02-2013)
    “…Type Ia supernova Hubble residuals have been shown to correlate with host galaxy mass, imposing a major obstacle for their use in measuring dark energy…”
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    SNANA: A Public Software Package for Supernova Analysis by Kessler, Richard, Bernstein, Joseph P., Cinabro, David, Dilday, Benjamin, Frieman, Joshua A., Jha, Saurabh, Kuhlmann, Stephen, Miknaitis, Gajus, Sako, Masao, Taylor, Matt, Vanderplas, Jake

    “…We describe a general analysis package for supernova (SN) light curves, calledSNANA, that contains a simulation, a light-curve fitter, and a cosmology fitter…”
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    The Effect of Peculiar Velocities on Supernova Cosmology by Davis, Tamara M, Hui, Lam, Frieman, Joshua A, Haugbølle, Troels, Kessler, Richard, Sinclair, Benjamin, Sollerman, Jesper, Bassett, Bruce, Marriner, John, Mörtsell, Edvard, Nichol, Robert C, Richmond, Michael W, Sako, Masao, Schneider, Donald P, Smith, Mathew

    Published in The Astrophysical journal (01-11-2011)
    “…We analyze the effect that peculiar velocities have on the cosmological inferences we make using luminosity distance indicators, such as Type Ia supernovae. In…”
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    The Rise and Fall of Type Ia Supernova Light Curves in the SDSS-II Supernova Survey by Hayden, Brian T, Garnavich, Peter M, Kessler, Richard, Frieman, Joshua A, Jha, Saurabh W, Bassett, Bruce, Cinabro, David, Dilday, Benjamin, Kasen, Daniel, Marriner, John, Nichol, Robert C, Riess, Adam G, Sako, Masao, Schneider, Donald P, Smith, Mathew, Sollerman, Jesper

    Published in The Astrophysical journal (20-03-2010)
    “…We analyze the rise and fall times of Type Ia supernova (SN Ia) light curves discovered by the Sloan Digital Sky Survey-II (SDSS-II) Supernova Survey. From a…”
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    Journal Article
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    X-Ray Spectral Study of the Photoionized Stellar Wind in Vela X-1 by Watanabe, Shin, Sako, Masao, Ishida, Manabu, Ishisaki, Yoshitaka, Kahn, Steven M, Kohmura, Takayoshi, Nagase, Fumiaki, Paerels, Frederik, Takahashi, Tadayuki

    Published in The Astrophysical journal (01-11-2006)
    “…We present results from quantitative modeling and spectral analysis of the high-mass X-ray binary system Vela X-1 obtained with the Chandra HETGS. The spectra…”
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    Journal Article
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    Photometric Classification of Early-time Supernova Light Curves with SCONE by Qu, Helen, Sako, Masao

    Published in The Astronomical journal (01-02-2022)
    “…Abstract In this work, we present classification results on early supernova light curves from SCONE, a photometric classifier that uses convolutional neural…”
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    Journal Article
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    Photo-zSNthesis: Converting Type Ia Supernova Lightcurves to Redshift Estimates via Deep Learning by Qu, Helen, Sako, Masao

    Published in The Astrophysical journal (01-09-2023)
    “…Abstract Upcoming photometric surveys will discover tens of thousands of Type Ia supernovae (SNe Ia), vastly outpacing the capacity of our spectroscopic…”
    Get full text
    Journal Article
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    Photometric Classification of Early-time Supernova Light Curves with SCONE by Qu, Helen, Sako, Masao

    Published in The Astronomical journal (11-01-2022)
    “…Abstract In this work, we present classification results on early supernova light curves from SCONE, a photometric classifier that uses convolutional neural…”
    Get full text
    Journal Article
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