Stochastic gradient descent and fast relaxation to thermodynamic equilibrium: a stochastic control approach

Tobias Breiten, Carsten Hartmann, Lara Neureither +1

We study the convergence to equilibrium of an underdamped Langevin equation that is controlled by a linear feedback force. Specifically, we are interested in sampling the possibly…