Natural Sciences Tripos Part III/Mast Astrophysics Project Booklet 2015-2016
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Natural Sciences Tripos Part III/MASt Astrophysics Project Booklet 2015-2016 Editors: George Efstathiou and Judith Moss Version date: 3rd October 2015 CONTENTS # Supervisors Associated UTO Project Title pp 1 William Alston, Michael Parker [Andy Fabian] Probing the inner regions of accreting 1-2 and Andy Fabian blackholes using principle components analysis 2 William Alston, Matt Middleton [Andy Fabian] The high-frequency rms-flux relation in 3-4 and Andy Fabian accreting black holes 3 Amy Bonsor Mark Wyatt Where are the debris discs orbiting first ascent 5-6 giants? 4 Heather Campbell and Simon Gerry Gilmore Early photometric classication of the Gaia 7-8 Hodgkin Science Alerts 5 Andy Casey Gerry Gilmore Understanding the anomalous and rare Fe-rich 9 stars 6 Morgan Fraser Gerry Gilmore Mining public Pan-STARRS data for faint 11-12 extragalactic transients 7 Morgan Fraser Gerry Gilmore Making stars go bang 13-14 8 Gerry Gilmore, Anna Hourihane [Gerry Gilmore] Improving visualisation of time-series and large 15-16 and Clare Worley data sets 9 Paul Hewett and Manda Banerji [Paul Hewett] A search for the “ghost of Lyman-α” in quasar 17-18 outflows 10 Robert Izzard, Christopher Tout [Christopher Tout] Eccentricity in pre-main sequence binary stars 19 and Anna Zytkow 11 Robert Izzard, Christopher Tout [Christopher Tout] Ionizing flux from X-ray binary stars 21 and Anna Zytkow 12 Paula Jofre and Keith Hawkins Gerry Gilmore Three-dimensional Chemical Cartography of the 23-24 Milky Way 13 Paula Jofre, Quentin Kral and [Gerry Gilmore] Towards creating a standard link between an 25-26 Gerry Gilmore exoplanet and its host star 14 Attila Juhasz Cathie Clarke Observability of circumplanetary discs at near- 27-28 infrared wavelengths 15 Attila Juhasz Cathie Clarke Temporal variability of protoplanetary discs as 29-30 a new diagnostic 16 Grant Kennedy Mark Wyatt Smarter Search for Circumbinary Planets 31-32 17 Quentin Kral and Andrew Mark Wyatt Exploit spacing of Kepler planets to study 33-34 Shannon planet masses 18 Anne Lohfink and Michael Andy Fabian An up-close view of black holes 35-36 Parker 19 Nikku Madhusudhan Cathie Clarke Volcanism on Extrasolar Planets 37 20 Nikku Madhusudhan Mark Wyatt Chemical Diversity of Rocky super-Earths 39 21 Thomas Masseron Gerry Gilmore Molecular curves of growth 41-42 22 Thomas Masseron Gerry Gilmore Constraining the chemistry the first stars of the 43-44 Galaxy 23 Marina Migliaccio and Andres Anthony Challinor Shedding light on the dark: Cross-correlation of Curto the cosmic gamma-ray and microwave 45-46 backgrounds using Fermi-LAT and Planck data 24 Ciro Pinto Andy Fabian The fight between cooling and heating in 47-48 ellipticals, groups and clusters of galaxies 25 Jason Sanders Wyn Evans Chemo-dynamics of the Milky Way using the 49-50 Gaia-ESO survey 26 Jason Sanders Wyn Evans Analytic models of galaxies with kinematically- 51-52 decoupled cores i # Supervisors Associated UTO Project Title pp 27 Christopher Tout, Robert Izzard [Christopher Tout] Single Star Progenitors of Type Ia Supernovae 53-54 and Anna Zytkow 28 Ranjan Vasudevan, Andy Fabian [Andy Fabian] Weighing Supermassive Black Holes in Local 55-56 and Anne Lohfink Active Galaxies 29 Stephen Walker and Andy [Andy Fabian] Understanding the evolution of AGN feedback Fabian in galaxy clusters out to high redshift using X- 57-58 ray observations 30 Nicholas Walton Gerry Gilmore Planetary Nebulae Revealed by Gaia: 59-60 Dynamics and Luminosity Functions 31 Mark Wyatt [Mark Wyatt] Modelling aperiodic dips in Kepler light- 61-62 curves as orbiting dust clumps 32 Anna Zytkow Christopher Tout Conductivity of dense matter and stars with 63-64 neutron cores -- APPENDIX 65-67 ii Introduction This booklet contains descriptions of the individual projects available in the academic year 2015-2016. Each entry contains a brief description of the background to the project along with a summary of the type of work involved and several references where more information can be obtained. The booklet is made available just before the start of the Michaelmas term to give students about 2 weeks to choose which projects they are interested in. George Efstathiou Part III/MASt Astrophysics Course Coordinator, 2015-2016 iii Part III/MASt Astrophysics 2015-2016 Version: 3rd October 2015 1. Probing the inner regions of accreting black holes using principal components analysis Supervisors: Will Alston; H56; email: [email protected] Michael Parker; H52; email: [email protected] Andy Fabian (UTO); H49; email: [email protected] Background Active Galactic Nuclei (AGN) are powered by accretion of matter through a disc which ex- tends deep into the gravitational well of a supermassive black hole (SMBH). A large fraction of the luminosity of AGN is emitted as X-rays, which originate from the immediate vicinity of the SMBH. Accreting black holes show variations over a broad range of timescales, with the X-rays exhibiting the most rapid and large amplitude variability. As the characteristic time scales of variability scale inversely with distance from the black hole, the variations on the shortest time scales are expected to originate from the most inner regions and therefore carry vital information about the two fundamental properties of black holes: mass and spin. The radiative emission from the inner regions is released through several mechanisms, including comptonisation in a corona of hot electrons, a blackbody disc spectrum and reflection of the coronal emission on the disc. This is sometimes complicated by absorption by material along the line-of-site. What we measure with X-ray satellites is the sum of all the variable emission components. In order to infer properties of the black hole and the accretion process, we must separate these processes, which can be done using advanced signal processing techniques. The project aims to disentangle the variable emission components in an AGN using principal components analysis (PCA). PCA decomposes a dataset into a set of orthogonal eigenvectors, or principal components (PCs). When applied to X-ray data, the variability of the source spectrum is broken down into a set of variable spectral components. If the source variability consists of a linear sum of uncorrelated and spectrally distinct physical components then an exact description of the physical components is obtained. This provides a model independent way of determining the nature of the X-ray emission, allowing us to correctly determine parameters of the black hole, such as its spin. We will apply PCA to the Seyfert galaxy, PG1244+026, on which we recently obtained 600 ks (that's a lot!) of high quality X-ray data with the XMM-Newton satellite. Nature of the project work This is an observational data analysis project involving the use of new XMM-Newton X-ray data. Python will be the main programming language used, as well as the standard X- ray analysis software, XSPEC. This software is easy to use, and example scripts will be provided. An outline of the project is as follows: • Reduction of archival XMM-Newton data to produce spectra and light curves • Decomposing the spectral variability using principal components analysis (PCA) • Identifying the PCA components using simulations of spectral variability • Fitting the X-ray spectrum using xspec to determine system parameters Project No. 1 Page No. 1 Part III/MASt Astrophysics 2015-2016 Version: 3rd October 2015 0.15 0.1 0 0.2 Flux 0 − 0.2 Normalised 0.2 0 − 0.2 0.5 1 2 5 10 Energy (keV) Figure 1: Left : Schematic of the black hole — accretion disc geometry (Fabian 2013,IAUS,290). The yellow star represents the ‘corona’ where the primary X-ray emis- sion is produced. This then illuminates the disc to create the reflection spectrum. This component is expected to be delayed due to the extra path taken by the photons. Right : An example of the PCA method applied to the Seyfert galaxy, MCG-6-30-15 (Parker et al 2014). The primary component (top) represents the changing normalisation of the primary power-law emission. The second component represents the spectral pivoting (in energy) of this power-law, and the third component is identified as ionised reflection of the power-law emission from the accretion disc. By understanding the variable emission components we can then rule out any other contributions to the spectrum, such as from absorption. Useful texts Articles can be found online by searching for author and year at http://adsabs.harvard. edu/abstract_service.html or by following the link to arXiv. • For an overview of the X-ray variability see the review by McHardy (2010, http:// arxiv.org/abs/0909.2579). • For an overview of the X-ray spectral components in AGN see Fabian (2006, http:// arxiv.org/abs/astro-ph/0511537) and Fabian (2013, http://arxiv.org/abs/1211. 2146). • For a detailed look at the use of PCA analysis on X-ray data and the work that will be involved in this project see Parker et al (2014, http://arxiv.org/abs/1310.1945) and Parker et al., (2015, http://arxiv.org/abs/1411.4054) and references therein. Project No. 1 Page No. 2 Part III/MASt Astrophysics 2015-2016 Version: 3rd October 2015 2. The high-frequency rms-flux relation in n accreting black holes Supervisors: Will Alston; Office: H56; email: [email protected] Matt Middleton; Office: H52; email: [email protected] Andy Fabian (UTO); Office: H49; email: [email protected] Background Active Galactic Nuclei (AGN) are powered by accretion of matter through a disc which extends deep into the gravitational well of a supermassive black hole (SMBH). Accreting black holes show variations over a broad range of timescales, with the X-rays exhibiting the most rapid and large amplitude variability.