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Halo simulations with baryons and direct detection of dark matter Chris Kelso University of North Florida UCLA Dark Matter 2016 With Chris Savage, Monica Valluri, Katie Freese, Greg Stinson, Jeremy Bailin: arXiv:1601.04725

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Page 1: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Halo simulations with baryons and direct detection of dark matter

Chris Kelso University of North Florida

UCLA Dark Matter 2016

With Chris Savage, Monica Valluri, Katie Freese, Greg Stinson, Jeremy Bailin: arXiv:1601.04725

Page 2: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Evidence for Dark Matter

n  Rotation Curves n  Gravitational Lensing n  CMB Power Spectrum n  Big Bang Nucleosynthesis n  Large Scale Structure

Page 3: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

ΛCDM Model

Rocky Kolb argues that this should also be the distribution of funding in the sciences

Page 4: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

How are we searching for dark matter?

Page 5: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Direct Detection Experiments

Defined by kinematics

Spin-Independent Elastic Scattering

Signal in a detector needs inputs from astrophysics, particle physics, and nuclear physics

Page 6: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The Standard Halo Model (SHM)

n  The SHM assumes an isothermal spherical dark matter distribution q  Maxwell-Boltzmann distribution q  dispersion velocity equal to the (circular) disk rotation speed in the solar

neighborhood. q  inferred strictly from the mass distribution and not the actual particle

velocities. n  This is the fiducial halo model overwhelmingly assumed in the

community for the purposes of dark matter direct detection phenomenology.

n  Belief among community that this SHM cannot be trusted as it does not adequately account for the complicated gravitational collapse and merger history of actual galaxies.

n  As alternatives, some have studied anisotropic velocity distributions and others have found alternative analytic fits that were thought to better match the true distribution, particularly at the high-velocity tail

n  These alternatives to the SHM were motivated in part by results of dark matter only N-body simulations of structure formation

Page 7: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Many different dark matter only simulations of galaxy formation exist

Page 8: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

How Does the SHM compare to the dark matter only N-body simulations?

SHM in Blue

Page 9: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Small Scale Problems With CDM

n  Bulgeless Disk Galaxies n  Core/Cusp n  Too Big To Fail n  The Missing Satellites

Page 10: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

MaGICC Simulations

Page 11: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

McMaster Unbiased Galaxy Simulations n  The MUGS project is a set of high-resolution galaxy formation

simulations of isolated ~L* galaxies performed using the hydrodynamics (SPH) plus N-body code GASOLINE.

n  The simulations include a treatment of low temperature metal cooling, UV background radiation, star formation, and physically motivated stellar feedback.

n  The regions to resimulate at high resolution are chosen randomly from halos of mass 5x1011 to 2x1012 Msun without regards to merger history or spin parameter; this lack of selection bias enables us to directly compare not only the mean properties of the resulting galaxies, but also their full distribution.

Page 12: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The Galaxies We Have Used

Page 13: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Halo Shapes

Page 14: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The Velocity Ellipsoids

Page 15: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The Models for the Velocity Distributions

Page 16: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Results for the velocity component in the direction towards the Galactic center

Page 17: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Results for the velocity component in the direction of the bulk rotation

Page 18: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Results for the velocity component out of the Galactic plane

Page 19: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The speed distribution in the galactic frame

Page 20: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The speed distribution in the Earth’s frame

Page 21: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The velocity integral

Page 22: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Dark Matter Should Have Annual Modulation

http://www.hep.shef.ac.uk/research/dm/intro.php

Page 23: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The Modulation Amplitude

Page 24: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The First Order Sine Component

n  For isotropic dark matter distributions, this component should be approximately zero.

Page 25: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The million dollar question

n  How would direct detection experimental results would be affected by the differences among the various halo models?

Page 26: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Lowering the DAMA threshold

DAMA Results n  Modulation search using NaI crystals

(scintillation only) q DAMA/NaI: 1996-2002 q DAMA/LIBRA: 2003-2009

R. Bernabei et al., Riv. Nuovo Cim. 26N1, 1 (2003)

R. Bernabei et al., Eur. Phys. J. C67, 039 (2010)

14 years, 1.33 ton years of exposure 9.3σ measurement of annual modulation

Page 27: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

The CoGeNT (Ge) detector

n  Located in the Soudan Mine in Minnesota

n  Low background and low energy threshold

n  Uses ionization signal only with 0.33 kg fiducial mass

n  Found an excess of events at low energy in first 56 day run (2010)

n  Released 15 months of data (2011) n  Data is available by request

Page 28: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

CoGeNT

arXiv:1106.0650 arXiv:1002.4703

Page 29: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Annual Modulation in 3.5 years of data?

Page 30: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

LUX: Currently Leading the Field

n  370 kg liquid xenon time-projection chamber n  ~1 mile under ground, in the Black Hills of

South Dakota, USA

Page 31: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Present and Future of Direct Detection

Page 32: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Our Results

Page 33: University of North Florida - University of California ...The Standard Halo Model (SHM) ! The SHM assumes an isothermal spherical dark matter distribution " Maxwell-Boltzmann distribution

Conclusions

n  Maybe the SHM ain’t so bad