R&D Alignment

University-Facing R&D Alignment Matrix

Potential university-facing R&D alignment areas for Ex-Spec discussion
Research DomainPossible Academic FitExample Research Questions
Materials Recoverymaterials science, chemistry, environmental engineeringWhat recovery pathways may be suitable for mixed electronic waste streams?
Sensing & Identificationspectroscopy, instrumentation, computer visionHow might future systems classify or identify material categories?
Robotics & Automationmechatronics, industrial systems, disassembly researchWhat handling or disassembly tasks may be technically feasible?
AI-Assisted Workflowsmachine learning, decision support, process optimizationHow could process logic support sorting, routing, or risk review?
Lifecycle Impactlifecycle assessment, circular economy modeling, environmental systemsWhat evaluation methods could assess environmental tradeoffs?
Compliance-Aware SystemsITAD evidence workflows, data governance, audit-readiness, responsible dispositionHow could evidence workflows support responsible disposition?
Student Engagementcapstone, practicum, applied research studiosWhat limited academic formats could support early conceptual review?