11. Galaxy Models

../_images/101.png

11.1. Overview

  • Processes

    • Gravity

    • Hydrodynamics

    • Star formation

    • BH formation

    • Star formation feedback

    • AGN Feedback

    • Stellar populations and chemical evolutioon

    • Radiative Transfer

  • Challenges

    • Dynamic ranges are huge: \(\sim\) 1 pc scales to \(\sim\) 10 Mpc scales

    • Time: Age of Universe to dynamical times of galaxies (\(10^6\) years)

    • Coupling of scales problem – large scales provide the boundary conditions with feedback from small scales affect the large scales

  • Low Redshift Boundary Conditions: simulations must satisfy these to be good:

    • Color-magntiude relation of galaxies

    • Tully-Fisher relation

    • Luminosity and mass functions

    • Number of central and satellite galaxies

    • Mass-metallicty relation

11.2. Semi-Analytic Modeling

../_images/102.png
  • Idea:

    • WMAP cosmology, grow structure with n-body sims or Press-Schechter formalism

    • Put baryons back in using analytic prescriptions or recipes

  • Recipes:

    • Cold gas –> Stars (Kennicutt-Schmidt)

    • Cold gas –> Hot gas by SN feedback

    • Hot gas –> cool gas by cooling via atomic line transitions (depends on density, temperature, and metallicity)

    • Prescription for how the gas cools (and how much angular momentum it retains)

    • Evolution of stellar populations and chemical abundances

    • Mergers of galaxies within the dark matter haloes

    • Allow free parameters like SF efficiency, stellar feedback efficiency, etc

  • Repeat this procedure for a large number of \(z=0\) haloes that properly sample the present-day halo mass function

  • Challenges of SAMS

    • Too many massive galaxies

    • Massive galaxies are too blue

    • Too many low mass galaxies

    • Tully-Fisher zero point is not matched, galaxies spin too fast

    • Does not match luminosity function at high \(z>2\)

11.3. Hydrodynamical Simulations

  • To build intuition:

../_images/103.png

11.4. Comparison to Data

11.4.1. Galaxy Stellar Mass Function

  • Models predict efficient star formation early in low mass halos

  • Low \(z\) does well though!

  • Still differences at high mass end

  • Problems at intermediate redshift

  • Simulations have low mass haloes forming first; observations show the opposite

../_images/104.png

11.4.2. Star Forming Main Sequence

  • A little more discrepant here. Models underpredict data systematically.

../_images/105.png

11.4.3. Mass-Metallicity Relation

../_images/106.png

11.4.4. Cold Gas Fraction

  • Another challenge, lots of scatter in particular at high redshift.

../_images/107.png