Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...

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Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Master’s thesis topics 2020/21

                        Prof. Dr. Philipp Mertsch

                     TTK, RWTH Aachen University
                          4 September 2020

Philipp Mertsch             Master’s thesis topics 2020/21   4 September 2020   1/9
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Dark matter indirect detection
  • Annihilation or decay of dark matter can produce Standard Model particles
  • Astrophysical sources also accelerate cosmic rays
  • To discriminate, need excellent understanding of the astrophysics
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Acceleration of charged dark matter in supernova remnants

 • Dark matter can have fractional electric charges
 • Would then be subject to (mostly) known acceleration & transport processes
 • Can search for their signatures in experiments on Earth

 • Different charges and masses ⇒ different dynamics
 • Charged dark matter can be important constituent of plasma!

      Philipp Mertsch         Master’s thesis topics 2020/21     4 September 2020   3/9
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Acceleration of charged dark matter in supernova remnants

                                                        Your project
                                                          • Write numerical code
                                                            for shock acceleration
                                                            of charged dark matter
                                                          • Take into account
                                                            backreaction onto
                                                            plasma
                                                          • Set constraints or find
                                                            hints for dark matter?

     Philipp Mertsch   Master’s thesis topics 2020/21                  4 September 2020   4/9
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Small-scale anisotropies and the interstellar medium
     • Cosmic rays diffuse through the interstellar medium
     • Directional information quickly lost and only a dipole remains
     • Observationally, there is power on all angular scales

     • Particles travelling in the same magnetic fields become correlated
     • Standard diffusion theory ignores such high-order correlations
     • Angular correlations ↔ spatial structure of the magnetic fields

                                                                   !
     A      B∗
   hUt,t 0
           Ut,t 0
                  i =        +           +             +                  +       +

                         +       +       +             +             +        +       +

                                                   !
                         +           +                 + ...

       Philipp Mertsch                   Master’s thesis topics 2020/21                   4 September 2020   5/9
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
Small-scale anisotropies and the interstellar medium
                       8                                                      M. G. Aartsen et al.

                       Figure 5. Angular power spectra for the relative intensity map for six years of IceCube data. Blue and red points show the power spe
                       before and after the subtraction of the best-fit dipole and quadrupole terms from the relative intensity map. Error bars are statistica

                                    Your project
                       the text for a discussion of systematic errors). The gray bands indicate the 68% (dark) and 95% (light) spread in the C` for a large s
                       of isotropic data sets. The power spectrum is calculated using the unsmoothed map.
                                 4.2. Energy Dependence of Anisotropy                           accurately determine the energy where the transiti
                                          • Understand the perturbative
                                                               anisotropy occurs and how rapid the transition is. T
                         To study the energy dependence of the cosmic-ray
                       anisotropy, we split the data into the nine energy bins de-  description
                                                               lustrate the energy dependence of the phase and stre
                                                               of the anisotropy, we show in Fig. 9 amplitude (left
                       scribed in Section 3.2. This results in a sequence of maps
                                            of cosmic rays transport
                                                               phase (right) of the dipole moment as a function o
                       with increasing median energy, starting from 13 TeV for
                                                               ergy. Both values are calculated by fitting the s
                       the lowest-energy bin to 5.3 PeV for the highest-energy
                                                               harmonic functions with n  3 to the projection o
                       bin. The sky maps in relative intensity for all nine en-
                                          • Extend analytical treatment,
                       ergy bins in equatorial coordinates are shown in Fig. 6.
                                                               ascension,
                       In addition to the nine maps based on IceCube data,
                                                                                     e.g.
                                                               two-dimensional relative intensity map (Fig. 6) in

                       we also show the IceTop map with its median energy of
                                            compute energy cross-correlations
                       1.6 PeV. Because of the reduced statistics in these maps,
                                                                                 X
                                                                                    A cos[n(↵        )] ,
                                                                                                                     3

                                                                                                                          n               n
                       we have applied a top-hat smoothing procedure with a                                         n=0

                                          • Check you predictions
                       smoothing radius of 20 to all, improving the sensitivity
                                                                       with
                       to larger structure. Note that the relative intensity scaleexisting
                                                               where A is the amplitude and       is the phase of th
                                                                                                          n                           n
                       for these plots is identical for energies up to 580 TeV,
                                                               harmonic term, respectively. The fit is performed
                                            numerical results projection
                       where it then switches to a di↵erent scale to account for
                                                                          with a 5 bin width in right ascension. W
                       the strong increase in relative intensity. For the IceTop
                                                               the one-dimensional projection in right ascension r
                       bins with 580 TeV, 1.4 PeV, and 5.4 PeV median energy                    than the full sky map because the two-dimension
                       and for the IceTop data, Fig. 7 shows the sky maps in                    of spherical harmonics to the map is difficult to per
                       statistical significance.                                                with a limited field of view. As a result of the me
     Philipp Mertsch     The   maps clearly
                            Master’s   thesisindicate
                                               topics a2020/21
                                                        strong energy dependence                                  4 September
                                                                                                we apply to generate              2020
                                                                                                                      the reference          6 / 9map
                                                                                                                                    map, the sky
Master's thesis topics 2020/21 - RWTH AACHEN UNIVERSITY ...
High-energy neutrinos from blazars
   Your project
  52
       • L.Blazars
           Sironi, D. Giannios and M. Petropoulou
                       are supermassive black holes that produce high-energy jets
       • Reconnection is the likely source of high-energy radiation
  52   • L.Can
           Sironi,be
                  D. Giannios
                      emulatedand M.by
                                    Petropoulou
                                        Monte Carlo simulations

                                                                                                                                                                    Downloaded from
                                                                                                                                                                                  Downloaded
                                                                                                                                                                                    https://academic.oup.com/mnras/article-abstract/462/1/48/2589596
                                                                                                                                                                                                from https://academic.oup.com/mnras/article-abstract/462/1/4
                                                                                                                                                                                                                                                       by RW
  Figure 1.Philipp  Mertsch
            2D structure of the particle number density in the lab frameMaster’s     thesis
                                                                         nlab , in units of thetopics  2020/21
                                                                                                lab-frame                                                       4 September
                                                                                                          number density n0 far from the reconnection layer, from a         2020                                                                               7/9
High-energy neutrinos from blazars

   Your project
     • Extend existing reconnection and radiation codes
     • Study multiwavelength/multimessenger correlations
     • Apply results to TXS 0506+056, first source detected by IceCube

      Philipp Mertsch         Master’s thesis topics 2020/21    4 September 2020   8/9
Prerequisites

  • Course work on
      I   “Astroparticle physics”,
      I   “The Non-Thermal Universe” or
      I   “Neutron Stars, Black Holes and Ultra-High Energy Cosmic Rays”
    would be great!
  • Enthusiasm to learn about the Universe at the highest energies
  • Phenomenological interest
  • Experience with coding most welcome, mostly C++ and python

       Philipp Mertsch           Master’s thesis topics 2020/21      4 September 2020   9/9
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