8. Phase Spiral 9 pts

Astrophysics · Galactic dynamics, Gravitational potential, Phase mixing

Infer the Milky Way's vertical gravitational potential and dark matter density from the phase-space winding spiral of nearby stars (after Antoja et al. 2018, Guo et al. 2024).

High-level summary by Claude.

Ingredients 1D Gauss's law for a slabanharmonic vertical oscillationsmatching-parabola periodenergy conservation along the spiralphase-mixing time
Tags astrophysicsgravityoscillationsanharmonic-oscillatordark-matterdata-analysisphase-spacephase-mixinggauss-lawpoisson-equationmilky-way

Difficulty hard

Prerequisites

  • Newtonian gravity and gravitational potential
  • Gauss's law / Poisson equation 2Φ=4πGρ\nabla^2\Phi = 4\pi G\rho
  • Simple harmonic motion and conservation of energy
  • Phase space (z,vz)(z, v_z) and orbital phase angle
  • Linear interpolation of tabulated data

Learning objectives

  • Apply Gauss's law to a horizontally infinite, mirror-symmetric slab to obtain az=4πGρ0za_z = -4\pi G\rho_0 z
  • Derive the amplitude-dependent period T(zm)=πzm2/Φ(zm)T(z_m) = \pi z_m\sqrt{2/\Phi(z_m)} from a matching-parabola approximation
  • Reconstruct Φ(z)\Phi(z) from a phase-space spiral by interpolating E=12vz2+Φ(z)E = \tfrac12 v_z^2 + \Phi(z) between adjacent axis crossings
  • Invert Poisson's equation d2Φ/dz2=4πGρd^2\Phi/dz^2 = 4\pi G\rho on numerical Φ(z)\Phi(z) data to extract a local density
  • Separate the dark-matter contribution by exploiting that the halo is uniform on the disc scale
  • Date a galactic perturbation from the differential phase advance of stars at different amplitudes

Watch out for

  • Factor-of-two trap in Poisson: the slab field is az=4πGρ0za_z = -4\pi G\rho_0 z, not 2πGρ0z-2\pi G\rho_0 z. The 4π4\pi comes from contributions on both sides of the test point; using 2π2\pi (the value for a single sheet) gives a period off by 2\sqrt 2.
  • Matching-parabola conversion: with k=Φ(zm)/zm2k = \Phi(z_m)/z_m^2, the SHO has potential kz2kz^2 (not 12kz2\tfrac12 kz^2), so ω2=2k\omega^2 = 2k and T=2π/2kT = 2\pi/\sqrt{2k}. Forgetting the factor of 22 gives the period off by 2\sqrt 2.
  • Each consecutive vz=0v_z=0 crossing along the spiral advances the orbital phase by π\pi (a half-period), not 2π2\pi. Counting full turns instead of half-turns underestimates tt by a factor of two.
  • Linear interpolation of EE along the spiral works in the crossing index, not in zz or vzv_z. Interpolating Φ(z) directly between vz=0v_z=0 crossings would miss the energy information carried by the z=0z=0 crossings, which is the entire point of the method.
  • The matching-parabola period systematically under-estimates the true period for non-parabolic Φ\Phi — by up to 27%\sim 27\% in the constant-force limit. So part-(vi) estimates that include the largest zmz_m tend to come out high; cross-check with multiple inner/outer pairs.
  • Part (v) needs two outer points (or one outer point plus the slope at z=0.7kpcz = 0.7\,\text{kpc}): a single outer datum is not enough to disentangle g(0.7)g(0.7) from ρDM\rho_\text{DM}.