We consider the dynamics of non-interacting Brownian particles which are dr
iven by correlated (non-independent) noise sources. In simple confining pot
entials the particles tend to aggregate as the noise correlation is increas
ed. If two particles are subject to the same noise they will coalesce and r
emain together ever after. We show that complete aggregation of the particl
es can be expected even in the case of a disordered potential which does no
t coniine the individual particle trajectories. Finally, we examine the cas
e of correlation in the noises which depends on the separation of the two p
articles.