  Auxiliary-field quantum Monte Carlo methods enable the calculation of thermal
and ground state properties of correlated quantum many-body systems in model
spaces that are many orders of magnitude larger than those that can be treated
by conventional diagonalization methods. We review recent developments and
applications of these methods in nuclei using the framework of the
configuration-interaction shell model.
