Bastiaan J. Braams Emory University, Atlanta, GA, USA Ab initio molecular dynamics on a fitted potential energy surface with applications to H3O2(-), H5O2(+), and the C3H3+O reaction. The talk will describe the construction and use of global fits for the potential energy surface of several molecular systems. Part of the novelty of our approach, and key to the success, is to use a functional form that is invariant under the complete symmetry group of permutations of like nuclei. This is technically quite difficult if one goes beyond the first few orders in an expansion, and we rely on the mathematical theory of invariants of finite groups and on a computational algebra system to help generate the codes. The accuracy of these global fits is superb. For example, for H5O2(+) all the way up to dissociation into H2O and H3O+ (at energy around 120000/cm) we have an rms error in the fit less than 40/cm. The fitted potential is evaluated on a millisecond timescale, so we can do many long MD or QMC calculations at essentially ab initio accuracy without anywhere near the cost that is normally associated with ab initio MD, or even with a Car-Parrinello treatment. As shown by our treatment of C3H3O (including six different break-up and reaction channels) the work is immediately relevant to the evaluation of ab initio cross-sections for reactions in combustion, as well as for the evaluation of molecular spectra.