OnScale Solve is built to run on public and private cloud supercomputers and includes a functional web-based UI, an API to efficiently integrate into any design workflow, scripting languages to fully customize engineering simulations, and plugins to enhance its modeling capabilities. OnScale Solve gives engineers the simulation capability necessary to synthetically generate data to train sophisticated AI/ML algorithms for production products. OnScale Solve enables true Digital Prototypes: digital representations of physical systems that fully capture physical behavior and massively reduce cost, risk, and time of outdated physical prototypes for any R&D organization.