Classification of Multiwavelength Transients with Machine Learning

(2018)

Authors:

K Sooknunan, M Lochner, Bruce A Bassett, HV Peiris, R Fender, AJ Stewart, M Pietka, PA Woudt, JD McEwen, O Lahav

A Strong Jet Signature in the Late-time Light Curve of GW170817

Astrophysical Journal Letters American Astronomical Society 868:1 (2018) L11

Authors:

KP Mooley, DA Frail, D Dobie, E Lenc, A Corsi, K De, AJ Nayana, S Makhathini, Ian Heywood, T Murphy, DL Kaplan, P Chandra, O Smirnov, E Nakar, G Hallinan, F Camilo, R Fender, S Goedhart, P Groot, MM Kasliwal, PA Woudt

Abstract:

We present new 0.6-10 GHz observations of the binary neutron star merger GW170817 covering the period up to 300 days post-merger, taken with the Karl G. Jansky Very Large Array, the Australia Telescope Compact Array, the Giant Metrewave Radio Telescope and the MeerKAT telescope. We use these data to precisely characterize the decay phase of the late-time radio light curve. We find that the temporal decay is consistent with a power-law slope of t^-2.2, and that the transition between the power-law rise and decay is relatively sharp. Such a slope cannot be produced by a quasi-isotropic (cocoon-dominated) outflow, but is instead the classic signature of a relativistic jet. This provides strong observational evidence that GW170817 produced a successful jet, and directly demonstrates the link between binary neutron star mergers and short-hard GRBs. Using simple analytical arguments, we derive constraints on the geometry and the jet opening angle of GW170817. These results are consistent with those from our companion Very Long Baseline Interferometry (VLBI) paper, reporting superluminal motion in GW170817.

Don’t blink: constraining the circumstellar environment of the interacting type Ia supernova 2015cp

Astrophysical Journal American Astronomical Society 868:21 (2018)

Authors:

CE Harris, PE Nugent, A Horesh, Joe Bright, Robert Fender, ML Graham, K Maguire, M Smith, N Butler, S Valenti, AV Filippenko, O Fox, A Goobar, PL Kelly, KJ Shen

Abstract:

Despite their cosmological utility, the progenitors of Type Ia supernovae (SNe Ia) are still unknown, with many efforts focused on whether accretion from a nondegenerate companion can grow a carbon–oxygen white dwarf to near the Chandrasekhar mass. The association of SNe Ia resembling SN 1991T ("91T-like") with circumstellar interaction may be evidence for this "single-degenerate" channel. However, the observed circumstellar medium (CSM) in these interacting systems is unlike a stellar wind—of particular interest, it is sometimes detached from the stellar surface, residing at ~1016 cm. A Hubble Space Telescope (HST) program to discover detached CSM around 91T-like SNe Ia successfully discovered interaction nearly two years after explosion in SN 2015cp (Graham et al. 2018). In this work, we present radio and X-ray follow-up observations of SN 2015cp and analyze them in the framework of Harris et al. (2016) to limit the properties of a constant-density CSM shell in this system. Assuming the HST detection took place shortly after the shock crossed the CSM, we constrain the total CSM mass in this system to be <0.5 ${M}_{\odot }$. This limit is comparable to the CSM mass of supernova PTF11kx, but does not rule out lower masses predicted for recurrent novae. From lessons learned modeling PTF11kx and SN 2015cp, we suggest a strategy for future observations of these events to increase the sample of known interacting SNe Ia.

A wildly flickering jet in the black hole X-ray binary MAXI J1535–571

Astrophysical Journal American Astronomical Society 867:2 (2018)

Authors:

M Cristina Baglio, DM Russell, P Casella, H Al Noori, A Al Yazeedi, T Belloni, DAH Buckley, M Cadolle Bel, C Ceccobello, S Corbel, F Coti Zelati, M Díaz Trigo, Robert Fender, E Gallo, P Gandhi, J Homan, KII Koljonen, F Lewis, TJ Maccarone, J Malzac, S Markoff, JCA Miller-Jones, K O’Brien, TD Russell, P Saikia, T Shahbaz, GR Sivakoff, R Soria, V Testa, AJ Tetarenko, ME Van Den Ancker, FM Vincentelli

Abstract:

We report on the results of optical, near-infrared (NIR), and mid-infrared observations of the black hole X-ray binary candidate (BHB) MAXI J1535–571 during its 2017/2018 outburst. During the first part of the outburst (MJD 58004–58012), the source shows an optical–NIR spectrum that is consistent with an optically thin synchrotron power law from a jet. After MJD 58015, however, the source faded considerably, the drop in flux being much more evident at lower frequencies. Before the fading, we measure a dereddened flux density of gsim100 mJy in the mid-infrared, making MAXI J1535–571 one of the brightest mid-infrared BHBs known so far. A significant softening of the X-ray spectrum is evident contemporaneous with the infrared fade. We interpret it as being due to the suppression of the jet emission, similar to the accretion–ejection coupling seen in other BHBs. However, MAXI J1535–571 did not transition smoothly to the soft state, instead showing X-ray hardness deviations associated with infrared flaring. We also present the first mid-IR variability study of a BHB on minute timescales, with a fractional rms variability of the light curves of ~15%–22%, which is similar to that expected from the internal shock jet model, and much higher than the optical fractional rms (lesssim7%). These results represent an excellent case of multiwavelength jet spectral timing and demonstrate how rich, multiwavelength time-resolved data of X-ray binaries over accretion state transitions can help in refining models of the disk–jet connection and jet launching in these systems.

Ultra-high energy cosmic rays from shocks in the lobes of powerful radio galaxies

Monthly Notices of the Royal Astronomical Society Oxford University Press 482:4 (2018) 4303-4321

Authors:

James Matthews, Bryn Bell, Katherine Blundell, AT Araudo

Abstract:

The origin of ultra-high energy cosmic rays (UHECRs) has been an open question for decades. Here, we use a combination of hydrodynamic simulations and general physical arguments to demonstrate that UHECRs can in principle be produced by diffusive shock acceleration (DSA) in shocks in the backflowing material of radio galaxy lobes. These shocks occur after the jet material has passed through the relativistic termination shock. Recently, several authors have demonstrated that highly relativistic shocks are not effective in accelerating UHECRs. The shocks in our proposed model have a range of non-relativistic or mildly relativistic shock velocities more conducive to UHECR acceleration, with shock sizes in the range 1 − 10 kpc. Approximately 10% of the jet’s energy flux is focused through a shock in the backflow of M > 3. Although the shock velocities can be low enough that acceleration to high energy via DSA is still efficient, they are also high enough for the Hillas energy to approach 1019−20 eV, particularly for heavier CR composition and in cases where fluid elements pass through multiple shocks. We discuss some of the more general considerations for acceleration of particles to ultra-high energy with reference to giant-lobed radio galaxies such as Centaurus A and Fornax A, a class of sources which may be responsible for the observed anisotropies from UHECR observatories.