We simulate the dynamics of fractal star clusters , in order to investigate the evolution of substructure in recently formed clusters . The velocity dispersion is found to be the key parameter determining the survival of substructure . In clusters with a low initial velocity dispersion , the ensuing collapse of the cluster tends to erase substructure , although some substructure may persist beyond the collapse phase . In clusters with virial ratios of 0.5 or higher , initial density substructure survives for several crossing times , in virtually all cases . Even an initially homogeneous cluster can develop substructure , if it is born with coherent velocity dispersion . These results suggest that the simple initial conditions used for many sophisticated N -body simulations could be missing a very important and dramatic phase of star cluster evolution .