This group page curates nanoHUB Simulation Tools, Live Codes, and Scientific Workflows which require custom configurations and software expertise. Simulation Tools might require the uploading of external input decks or the download of generated data which in turn may require further data processing. Live codes are typically Jupyter Notebooks which allow code modifications on the fly. Scientific workflows are assemblies of multiple tools that may be customized for specific research purposes.

This class of simulation and data resource is different from nanoHUB apps, which provide an end-to-end user experience where no upload/download is needed and the simulations can be easily configured without specialized knowledge.