PELICAN: deeP architecturE for the LIght Curve ANalysis [PDF]
We developed a deeP architecturE for the LIght Curve ANalysis (PELICAN) for the characterization and the classification of supernovae light curves. It takes light curves as input, without any additional features.
Johanna Pasquet+3 more
semanticscholar +1 more source
Type IIn supernova light-curve properties measured from an untargeted survey sample [PDF]
The evolution of a Type IIn supernova (SN IIn) is governed by the interaction between the SN ejecta and a hydrogen-rich circumstellar medium. The SNe IIn thus allow us to probe the late-time mass-loss history of their progenitor stars.
A. Nyholm+21 more
semanticscholar +1 more source
Seeing Double: ASASSN-18bt Exhibits a Two-component Rise in the Early-time K2 Light Curve [PDF]
On 2018 February 4.41, the All-Sky Automated Survey for SuperNovae (ASAS-SN) discovered ASASSN-18bt in the K2 Campaign 16 field. With a redshift of z = 0.01098 and a peak apparent magnitude of Bmax = 14.31, ASASSN-18bt is the nearest and brightest SNe Ia
B. Shappee+111 more
semanticscholar +1 more source
Classical Machine Learning Techniques in the Search of Extrasolar Planets
The field of astronomical data analysis has experienced an important paradigm shift in the recent years. The automation of certain analysis procedures is no longer a desirable feature for reducing the human effort, but a must have asset for coping with ...
Francisco Alejandro Mena+2 more
doaj +1 more source
Terrestrial Exoplanet Light Curves [PDF]
The phase or orbital light curves of extrasolar terrestrial planets in reflected or emitted light will contain information about their atmospheres and surfaces complementary to data obtained by other techniques such as spectrosopy. We show calculated light curves at optical and thermal infrared wavelengths for a variety of Earth-like and Earth-unlike ...
Nicholas Moskovitz+2 more
openaire +3 more sources
K2 Observations of SN 2018oh Reveal a Two-component Rising Light Curve for a Type Ia Supernova [PDF]
We present an exquisite 30 minute cadence Kepler (K2) light curve of the Type Ia supernova (SN Ia) 2018oh (ASASSN-18bt), starting weeks before explosion, covering the moment of explosion and the subsequent rise, and continuing past peak brightness. These
G. Dimitriadis+149 more
semanticscholar +1 more source
Supernova light-curve fitters and Dark Energy [PDF]
We show that when a procedure is made to remove the tension between a supernova Ia (SN Ia) data set and observations from BAO and CMB, there might be the case where the same SN Ia set built with two different light-curve fitters behaves as two separate ...
Amanullah+35 more
core +2 more sources
Superluminous Supernovae in LSST: Rates, Detection Metrics, and Light-curve Modeling [PDF]
We explore and demonstrate the capabilities of the upcoming Large Synoptic Survey Telescope (LSST) to study Type I superluminous supernovae (SLSNe). We fit the light curves of 58 known SLSNe at z ≈ 0.1–1.6, using a magnetar spin-down model.
V. Villar, M. Nicholl, E. Berger
semanticscholar +1 more source
The 72-Hour WEBT Microvariability Observation of Blazar S5 0716+714 in 2009 [PDF]
Context. The international whole earth blazar telescope (WEBT) consortium planned and carried out three days of intensive micro-variability observations of S5 0716+714 from February 22, 2009 to February 25, 2009.
Bachev, R.+44 more
core +2 more sources
The Magnetar Model for Type I Superluminous Supernovae. I. Bayesian Analysis of the Full Multicolor Light-curve Sample with MOSFiT [PDF]
We use the new Modular Open Source Fitter for Transients to model 38 hydrogen-poor superluminous supernovae (SLSNe). We fit their multicolor light curves with a magnetar spin-down model and present posterior distributions of magnetar and ejecta ...
M. Nicholl, J. Guillochon, E. Berger
semanticscholar +1 more source