Our Path Forward

The development of SHIFU redefines the nature of student research in SAIL. Individual student projects will no longer be isolated efforts but will become vital "plugins" for the SHIFU ecosystem. A student might develop a LabVIEW driver for a new sensor, write a Python script for a novel analysis, or design a new visualization component. Each completed project becomes a permanent and valuable module that expands the capability of the entire lab.

This framework provides a clear pathway for students to make meaningful contributions to a large, ambitious project, moving from simple components to co-authored publications. We invite collaboration from colleagues and students across disciplines. SHIFU is designed to be a living, growing platform, and its success will be measured by the quality of the science it enables and the skill of the Solution Architects it trains.

Home