Methods to extract information on atom dynamics from a short-duration
molecular dynamics simulation based on non-traditional signal-processi
ng methods are discussed and illustrated on the dynamics of the (7 x 7
) reconstructed Si(111) surface. The results of the ab initio simulati
on allow an unambiguous assignment of the experimental vibration spect
ra and predict several new modes. Correlations are found between dynam
ical properties and the local electronic structure of the adatom dangl
ing bonds. In addition, evidence is found for pronounced anharmonic ef
fects well below room temperature, which can be traced back to soft ad
atom bonds.