NS
N. Sanders
astro-ph.HEastro-ph.COastro-ph.SRastro-ph.GAastro-ph.IMphysics.ed-phcs.AIcs.CYInstitutionsMachine learning
On Valency
published · living versionsW_kpgnrwh9·v1 · currentpublished
Supernova Photometric Classification Pipelines Trained on Spectroscopically Classified Supernovae from the Pan-STARRS1 Medium-Deep Survey
with V. A. Villar, E. Berger, G. Miller, R. Chornock +9
1 version
W_37ryjg7n·v1published
W_pghu2f8m·v1published
W_svmvw7fx·v1published
Preprints & journals
29 papers in the corpus · 2011–2026Why sky-high pay for AI researchers is bad for the future of science.41703076 · Sanders, Nathan E, Schneier, Bruce2026 · 0 citationsNature. 2026;650(8102):554-555
Machine Learning Featurizations for AI Hacking of Political Systems2110.09231v2 · Nathan E Sanders, Bruce Schneier2021 · 3 citationsarXiv
Supernova Photometric Classification Pipelines Trained on Spectroscopically Classified Supernovae from the Pan-STARRS1 Medium-Deep Survey1905.07422v2 · V. A. Villar, E. Berger, G. Miller et al.2019 · 65 citationsThe Astrophysical Journal, Volume 884, Number 1; October 2019on Valency
The Complete Light-curve Sample of Spectroscopically Confirmed Type Ia Supernovae from Pan-STARRS1 and Cosmological Constraints from The Combined Pantheon Sample1710.00845v3 · D. M. Scolnic, D. O. Jones, A. Rest et al.2017 · 2,705 citationsarXiv
TRES Survey of Variable Diffuse Interstellar Bands1706.07801v1 · Charles J. Law, Dan Milisavljevic, Kyle N. Crabtree et al.2017 · 6 citationsarXiv
Corrigendum: Slowly fading super-luminous supernovae that are not pair-instability explosions.27706143 · Nicholl, M, Smartt, S J, Jerkstrand, A et al.2019 · 3 citationsNature. 2016;539(7630):598
Comparative Analysis of SN 2012dn Optical Spectra: Days -14 to +1141603.03868v1 · J. T. Parrent, D. A. Howell, R. A. Fesen et al.2016 · 22 citations2016MNRAS.457.3702P
Metamorphosis of SN 2014C: Delayed Interaction Between a Hydrogen Poor Core-collapse Supernova and a Nearby Circumstellar Shell1511.01907v1 · D. Milisavljevic, R. Margutti, A. Kamble et al.2015 · 148 citationsarXiv
GALEX Detection of Shock Breakout in Type II-P Supernova PS1-13arp: Implications for the Progenitor Star Wind1502.06964v1 · S. Gezari, D. O. Jones, N. E. Sanders et al.2015 · 59 citationsarXiv
The Broad-Lined Type Ic SN 2012ap and the Nature of Relativistic Supernovae Lacking a Gamma-ray Burst Detection1408.1606v2 · D. Milisavljevic, R. Margutti, J. T. Parrent et al.2014 · 88 citationsarXiv
Rapidly-Evolving and Luminous Transients from Pan-STARRS11405.3668v2 · M. R. Drout, R. Chornock, A. M. Soderberg et al.2014 · 356 citationsarXivon Valency
Towards Characterization of the Type IIP Supernova Progenitor Population: a Statistical Sample of Light Curves from Pan-STARRS11404.2004v2 · N. E. Sanders, A. M. Soderberg, S. Gezari et al.2014 · 209 citationsApJ 2015, 799, 208
Relativistic supernovae have shorter-lived central engines or more extended progenitors: the case of SN\,2012ap1402.6344v2 · R. Margutti, D. Milisavljevic, A. M. Soderberg et al.2014 · 129 citationsarXiv
Interaction Between The Broad-lined Type Ic Supernova 2012ap and Carriers of Diffuse Interstellar Bands1401.2991v1 · D. Milisavljevic, R. Margutti, K. N. Crabtree et al.2014 · 31 citationsarXiv
SN2011hs: a Fast and Faint Type IIb Supernova from a Supergiant Progenitor1401.2368v1 · F. Bufano, G. Pignata, M. Bersten et al.2014 · 75 citationsarXiv
Systematic Uncertainties Associated with the Cosmological Analysis of the First Pan-STARRS1 Type Ia Supernova Sample1310.3824v2 · D. Scolnic, A. Rest, A. Riess et al.2013 · 175 citationsarXiv
Cosmological Constraints from Measurements of Type Ia Supernovae discovered during the first 1.5 years of the Pan-STARRS1 Survey1310.3828v2 · A. Rest, D. Scolnic, R. J. Foley et al.2013 · 341 citationsarXiv
A Wolf in Sheepskin: Extraordinary Supernova 2012au Veiled Behind Ordinary Radio Emission1309.3573v1 · Atish Kamble, Alicia M. Soderberg, Laura Chomiuk et al.2013 · 2 citationsarXiv
The UV-bright, Slowly Declining Transient PS1-11af as a Partial Tidal Disruption Event1309.3009v1 · R. Chornock, E. Berger, S. Gezari et al.2013 · 199 citationsarXiv
A New Approach to Developing Interactive Software Modules through Graduate Education1308.1908v2 · Nathan E. Sanders, Chris Faesi, Alyssa A. Goodman2013 · 11 citationsarXiv
A panchromatic view of the restless SN2009ip reveals the explosive ejection of a massive star envelope1306.0038v1 · R. Margutti, D. Milisavljevic, A.M. Soderberg et al.2013 · 253 citationsarXiv
PS1-12sk is a Peculiar Supernova From a He-rich Progenitor System in a Brightest Cluster Galaxy Environment1303.1818v2 · N. E. Sanders, A. M. Soderberg, R. J. Foley et al.2013 · 62 citationsAstrophysical Journal, Volume 769, Issue 1, article id. 39, 15 pp. (2013)on Valency
PS1-10bzj: A Fast, Hydrogen-Poor Superluminous Supernova in a Metal Poor Host Galaxy1303.1531v2 · R. Lunnan, R. Chornock, E. Berger et al.2013 · 97 citationsAstrophys.J. 771:97-109 (2013)
PS1-10afx at z=1.388: Pan-STARRS1 Discovery of a New Type of Superluminous Supernova1302.0009v2 · Ryan Chornock, E. Berger, A. Rest et al.2013 · 75 citationsarXiv
Preparing Undergraduates for Research Careers: Using Astrobites in the Classroom1208.4791v1 · Nathan E. Sanders (Harvard), Susanna Kohler, Elisabeth Newton (Harvard)2012 · 7 citationsAstronomy Education Review, 2012 11 (1)
Multi-Wavelength Observations of Supernova 2011ei: Time-Dependent Classification of Type IIb and Ib Supernovae and Implications for their Progenitors1207.2152v2 · D. Milisavljevic, R. Margutti, A. M. Soderberg et al.2012 · 93 citationsarXiv
Ultra-Luminous Supernovae as a New Probe of the Interstellar Medium in Distant Galaxies1206.4050v1 · E. Berger, R. Chornock, R. Lunnan et al.2012 · 64 citationsarXiv
A Spectroscopic Study of Type Ibc Supernova Host Galaxies from Untargeted Surveys1206.2643v2 · Nathan E. Sanders, Alicia M. Soderberg, Emily M. Levesque et al.2012 · 125 citationsAstrophysical Journal, Volume 758, Issue 2, article id. 132, 24 pp. (2012)on Valency
Pan-STARRS1 Discovery of Two Ultra-Luminous Supernovae at z ~ 0.91107.3552v2 · L. Chomiuk, R. Chornock, A. M. Soderberg et al.2011 · 199 citationsarXiv
Career total: 88 works. 29 are in this corpus.
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