HPC Partnerships Existing collaboration on a new High Performance Computing cluster demonstrates a readiness to scale compute resources; explore opportunities to supply expanded HPC hardware, GPU accelerators, storage, and software tooling that support scientific computing and AI workloads at the university.

Solar & Materials Active solar and materials research using simulations points to demand for advanced modeling software, data workflows, and high-performance hardware to accelerate design and prototyping of efficient solar cells and related materials devices.

Data and AI Strong data and AI projects, including signal enhancement methods and the ChoraleWind dataset initiative, indicate a need for data management platforms, annotation and labeling tools, ML pipelines, and reproducible research infrastructure that facilitate collaboration and publication.

Sustainability Drive Commitment to sustainability and participation in living sustainability initiatives suggests opportunities for campus energy analytics, ESG reporting solutions, and digital tools that support sustainable operations, education programs, and stakeholder engagement.

Startup Collaboration An active startup and transfer ecosystem with extensive industry ties presents a channel for technology transfer services, IP management platforms, and partnerships with enterprise software to support innovation, alumni networks, and sponsored research programs.