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Northwestern University

Theory Group Meetings 2017-2018

Theory Group Meetings are held at 12:30 PM in Tech F160 (2145 Sheridan Rd) unless otherwise noted

Theory Group Meeting is the informal weekly discussion group of theoretical astrophysicists at CIERA. Discussions usually center around blackboard talks given by graduate students and postdocs at Northwestern, but can include prepared talks given external speakers, as well. Whatever slides or material the speaker brings in, Theory Group Meeting often becomes a quite detailed discussion of the fundamental theoretical astrophysics topic being addressed. Also, while topics under discussion often relate to theory, observational astrophysicists are definitely welcome!

Fall Quarter 2017

  Date Speaker / Seminar
  Sep. 22

Suzanne Aigrain
   University of Oxford
   Taming the Stochastic: How Gaussian Processes are Transforming Exoplanet Studies

Almost all of the staggering progress in detecting and characterizing extra-solar planetary systems over the past 20 years or so has relied on time-series data. The planetary signals are typically buried in complex, correlated noise, such as stellar variability or instrumental systematics, which the "traditional" statistical toolbox of most astronomers was ill equipped to deal with. Over the past few years, Gaussian process (GP) regression has become increasingly popular as a means of modelling these "nuisance signals" explicitly, within a Bayesian framework, so that the resulting uncertainties can be propagated through to the final exoplanet parameters.

I will give a brief historical overview of how this has come about, drawing from my own experience with transmission and eclipse spectra of hot exoplanets, and radial velocity searches for planets around active stars. I will highlight the importance of having a fully specified generative model for one's data set, which can be used for simulations as well as regression, and reflect on the new possibilities which are opening up thanks to the increasing availability of highly scalable GP regression tools. Finally, I will discuss some new ways in which GPs are likely to impact the field of exoplanets even further in the future, including GP classifiers for automated vetting of transiting planet candidates, and Bayesian quadrature to model radial velocity and/or astrometry observations of stars hosting an unknown number of planets.

  Sep. 29

Phil Cowperthwaite
   Harvard University
   Deep Rapid Optical Follow-Up of Gravitational Wave Sources with the Dark Energy Camera


Chelsea Harris
   UC Berkeley
   Modeling Supernova Interaction with Circumstellar Material

  Oct. 6

Paz Beniamini
   George Washington University
   Formation of Double Neutron Stars and Implications for Heavy Element Production


Giacomo Terreran

  Oct. 13

Matthew Liska
   University of Amsterdam
   GPU-based GRMHD Simulations of Tilted Black Hole Accretion Disks and Jets

  Oct. 20

Kristen Garofali
   University of Washington
   Using High-Mass X-ray Binaries to Probe Massive Binary Evolution

High-mass X-ray binaries (HMXBs) provide an exciting window into the underlying processes of both binary as well as massive star evolution. Because HMXBs are systems containing a compact object accreting from a high-mass star at close orbital separations they are also likely progenitors of gamma-ray bursts and gravitational wave sources. I will present work on the classification and age measurements of HMXBs in M33 using a combination of deep Chandra X-ray imaging, and archival Hubble Space Telescope data. I am able to constrain the ages of the HMXB candidates by fitting the color-magnitude diagrams of the surrounding stars, which yield the star formation histories of the surrounding region. Unlike the age distributions measured for HMXB populations in the Magellenic Clouds, the age distribution for the HMXB population in M33 contains a number of extremely young (<5 Myr) sources, including M33 X-7, an eclipsing binary composed of a ~15 Msun black hole accreting from a 70 Msun O star companion. I will discuss these new results for M33 in the context of the effect of host galaxy properties on the observed HMXB population.


Michael Tremmel
   Yale University
   Dancing to ChaNGa: The Formation of Supermassive Black Hole Pairs in Cosmological Simulations

I present the first self-consistent prediction for the distribution of formation timescales for close Supermassive Black Hole (SMBH) pairs following galaxy mergers. Using Romulus25, the first large-scale cosmological simulation to accurately track the orbital evolution of SMBHs within their host galaxies down to sub-kpc scales (Tremmel+ 2015, 2017), we predict that it is relatively rare for galaxy mergers to result in the formation of close SMBH pairs with sub-kpc separation and those that do form are often the result of Gyrs of orbital evolution following the galaxy merger. The likelihood and timescale to form a close SMBH pair depends on the mass and morphology of the accreted satellite galaxy, with the timescale becoming short when SMBHs remain embedded within a stellar core that is able to avoid tidal disruption. Otherwise SMBHs are deposited at large radii without any stellar core to aid in their orbital decay, resulting in a long lived population of ‘wandering’ SMBHs. I discuss the implications of this long lived, galaxy-scale orbital decay on predictions for SMBH merger rates and examine the population of ‘wandering’ SMBHs within Milky Way-mass galaxies predicted by our simulations.

  Oct. 27

Aleksey Generozov
   Columbia University

  Nov. 17

Dan Stevens
   Ohio State University

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Past Theory Group Meetings