Underdamped Langevin dynamics
ID: underdamped-langevin-dynamics
Underdamped Langevin dynamics retains both position and momentum . For mass , temperature , friction rate and smooth potential energy , one common normalization isHere is vector Brownian motion. The noise amplitude is tied to friction by the fluctuation-dissipation relation for a Langevin particle. If the density is normalizable and the dynamics is nonexplosive, its invariant distribution is the Boltzmann distributionThe Hamiltonian flow preserves the total energy and phase-space volume; the momentum Ornstein-Uhlenbeck process preserves a centered normal distribution with coordinate variance . These two facts verify the invariant density. In dimensionless units with and momentum variance , it is , with the corresponding choice .
Retaining inertia resolves the short-time ballistic-to-diffusive Brownian displacement. The overdamped Langevin dynamics approximation removes momentum relaxation when only much longer times are relevant.
New to topics? Read the docs here!