STELAR Research maintains HPC resources, such as GPU-based computing and High Memory computing that can be reserved for running appropriate research activities. We can assist with setting up research environments (Anaconda, etc.) and with algorithm development. We can offer advice on cloud-based research computing and assist with migration of finished products to the cloud or permanent computing resources. We can also assist with software tool development to solve research-specific problems . Examples include simulators, visualization tools and Machine Learning algorithms.