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An approach for incorporating embedded simulation and analysis capabilitiesin complex simulation codes through template-based generic programming ispresented. This approach relies on templating and operator overloading withinthe C++ language to transform a given calculation into one that can compute avariety of additional quantities that are necessary for many state-of-the-artsimulation and analysis algorithms. An approach for incorporating these ideasinto complex simulation codes through general graph-based assembly is alsopresented. These ideas have been implemented within a set of packages in theTrilinos framework and are demonstrated on a simple problem from chemicalengineering.

Automating embedded analysis capabilities and managing software complexity in multiphysics simulation part I: template-based generic programming