This paper illustrates the utility of combining high-quality electroni
c structure calculations, methods for determining reaction paths, and
direct dynamics methods for studying nb initio trajectories on the fly
to develop an understanding of complex chemical reactions. The combin
ed methods are applied to the pseudorotation in SiH5-, competing disso
ciation paths for N2O2, the dissociation of FN3 into NF + N-2 and the
potential energy surfaces for AlH2. These DRP results may be thought o
f as samples of what dynamical processes can be encountered on each po
tential energy surface.