Synthesis of hierarchical materials and product design is an emerging systems design paradigm which includes multi-scale (quantum to continuum level) material simulation and product analysis models, uncertainty in the models, and the propagation of this uncertainty through the model chain. In order to support integrated multiscale materials and product design under uncertainty, we propose an In...