Abstract
Quantum mechanical methods have been devised for the elucidation and clarification of reaction paths of chemical processes over decades. While they are typically deployed in routine calculations on systems for which some insights have already been gained, new algorithms and ever increasing computer hardware capabilities allow now for exploratory open-ended computational campaigns that bear the option for unexpected discoveries and the systematic approach toward uncharted territory of molecular transformations and dynamics. In this work, we discuss the current state of the art of such exploratory techniques.