Spectral modeling of type II supernovae II. A machine learning approach to quantitative spectroscopic analysis

Williamson, M., Modjaz, M., & Bianco, F. 2019, arXiv e-prints, arXiv:1903.06815

Original

1903

Earlier work this paper cites.

Savitzky, A. & Golay, M. J. E. 1964, Analytical Chemistry, 36, 1627

1964

Earlier work this paper cites.

Chevalier, R. A. 1976, The Astrophysical Journal, 207, 872

1976

Earlier work this paper cites.

Prantzos, N., Doom, C., de Loore, C., & Arnould, M. 1986, The Astrophysical Journal, 304, 695

1986

Earlier work this paper cites.

Stein, M. 1987, Technometrics, 29, 143

1987

Earlier work this paper cites.

Cardelli, J. A., Clayton, G. C., & Mathis, J. S. 1989, The Astrophysical Journal, 345, 245

1989

Earlier work this paper cites.

Bessell, M. S. 1990, Publications of the Astronomical Society of the Pacific, 102, 1181

1990

Earlier work this paper cites.

Francis, P. J., Hewett, P. C., Foltz, C. B., & Chaffee, F. H. 1992, ApJ, 398, 476

1992

Earlier work this paper cites.

Connolly, A. J., Szalay, A. S., Bershady, M. A., Kinney, A. L., & Calzetti, D. 1995, AJ, 110, 1071

1995

Earlier work this paper cites.

Eastman, R. G., Schmidt, B. P., & Kirshner, R. 1996, The Astrophysical Journal, 466, 911

1996

Earlier work this paper cites.

Bailer-Jones, C. A. L., Irwin, M., & von Hippel, T. 1998, MNRAS, 298, 361

1998

Earlier work this paper cites.

Tipping, M. E. & Bishop, C. M. 1999, Journal of the Royal Statistical Society: Series B (Statistical Methodology), 61, 611

1999

Earlier work this paper cites.

Blinnikov, S., Lundqvist, P., Bartunov, O., Nomoto, K., & Iwamoto, K. 2000, The Astrophysical Journal, 532, 1132

2000

Earlier work this paper cites.

Hamuy, M., Pinto, P. A., Maza, J., et al. 2001, The Astrophysical Journal, 558, 615

2001

Earlier work this paper cites.

Jones, E., Oliphant, T., Peterson, P., et al. 2001, SciPy: Open source scientific tools for Python

2001

Earlier work this paper cites.

Leonard, D. C., Filippenko, A. V., Ardila, D. R., & Brotherton, M. S. 2001, ApJ, 553, 861

2001

Earlier work this paper cites.

Ciardullo, R., Feldmeier, J. J., Jacoby, G. H., et al. 2002, ApJ, 577, 31

2002

Earlier work this paper cites.

Leonard, D. C., Filippenko, A. V., Gates, E. L., et al. 2002, Publications of the Astronomical Society of the Pacific, 114, 35

2002

Earlier work this paper cites.

Lucy, L. B. 2002, Astronomy and Astrophysics, 384, 725

2002

Earlier work this paper cites.

Leonard, D. C., Kanbur, S. M., Ngeow, C. C., & Tanvir, N. R. 2003, ApJ, 594, 247

2003

Earlier work this paper cites.

Lucy, L. B. 2003, Astronomy and Astrophysics, 403, 261

2003

Cited alongside, same era.

Baron, E., Nugent, P. E., Branch, D., & Hauschildt, P. H. 2004, The Astrophysical Journal, 616, L91

2004

Cited alongside, same era.

Yip, C. W., Connolly, A. J., Vanden Berk, D. E., et al. 2004, AJ, 128, 2603

2004

Cited alongside, same era.

Dessart, L. & Hillier, D. J. 2005, Astronomy and Astrophysics, 437, 667

2005

Cited alongside, same era.

Stehle, M., Mazzali, P. A., Benetti, S., & Hillebrand t, W. 2005, MNRAS, 360, 1231

2005

Cited alongside, same era.

Dessart, L. & Hillier, D. J. 2006, Astronomy and Astrophysics, 447, 691

2006

Cited alongside, same era.

Hachinger, S., Mazzali, P. A., Taubenberger, S., et al. 2012, Monthly Notices of the Royal Astronomical Society, 422, 70

2012

Later among the works it cites.

Yaron, O. & Gal-Yam, A. 2012, Publications of the Astronomical Society of the Pacific, 124, 668

2012

Later among the works it cites.

Murphy, K. P. 2013, Machine learning : a probabilistic perspective (Cambridge, Mass. [u.a.]: MIT Press)

2013

Later among the works it cites.

Czekala, I., Andrews, S. M., Mandel, K. S., Hogg, D. W., & Green, G. M. 2014, The Astrophysical Journal, 812, 128

2014

Later among the works it cites.

Faran, T., Poznanski, D., Filippenko, A. V., et al. 2014, Monthly Notices of the Royal Astronomical Society, 445, 554

2014

Later among the works it cites.