SemGen is an experimental software tool for automating the modular composition and decomposition of biosimulation models. SemGen facilitates the construction of complex, integrated models, and the swift extraction of reusable sub-models from larger ones. SemGen relies on the semantically-rich SemSim model description format to help automate these modeling tasks.