This talk will discuss novel critical behavior and "Griffiths-McCoy" singul
arities (which occur away from criticality) near quantum phase transitions
in disordered systems with discrete (Ising) symmetry. One finds that distri
butions of many quantities are very broad. so it is insufficient to simply
take the average. After reviewing some exact results in one dimension obtai
ned using a real space renormalization group approach, I will discuss exten
sions of these results obtained by a numerical method in which the spin pro
blem is mapped on to free fermions. In this way, whole distributions can be
determined with precision. The talk will then describe quantum Monte Carlo
simulations which show that similar results also occur in higher dimension
s, at least for d = 2. (C) 2001 Elsevier Science B.V. All rights reserved.