LOCATING TRANSITION STATES ON POTENTIAL ENERGY SURFACES BY THE GENTLEST ASCENT DYNAMICS Josep Maria Bofill Departament de Qu´imica Org`anica, Universitat de Barcelona and Institut de Qu´imica Te`orica i Computacional, Universitat de Barcelona, (IQTCUB), Mart´i i Franqu`es, 1, 08028 Barcelona, Spain Wolfgang Quapp Mathematisches Institut, Universität Leipzig, PF 100920, D-04009 Leipzig, Germany Marc Caballero Departament de Química Física, Universitat de Barcelona and Institut de Química Teòrica i Computacional, Universitat de Barcelona, (IQTCUB), Martí i Franquès, 1, 08028 Barcelona, Spain June 2013 Abstract The system of ordinary differential equations for the method of the gentlest ascent dynamics (GAD) has been derived which was previously proposed by [W.E and X. Zhou, Nonlinearity 24, 1831 (2011)]. For this purpose we use diverse projection or reflection operators to a given initial direction. By a row of simple examples we explain the two possibilities of a GAD curve: it can directly find the transition state of interest by a gentlest ascent, or it can go the roundabout way over a turning point and then find the transition state going downhill along its ridge. An outlook to generalised formulas for a search of saddle points of a higher order is added.