SMID Lab

Our research focuses on the intersection of advanced materials and novel device architectures to enable next-generation computing and sensing systems. We specialize in the structural engineering of materials at the nanometer scale. Our research spans from atomically thin freestanding membranes for exploring quantum phenomena to rationally designed nanostructures (e.g., porous networks) for maximizing surface interactions. Realizing multi-functional systems requires integrating dissimilar materials, yet conventional monolithic growth is limited by lattice mismatch. We propose a universal 3D integration platform utilizing freestanding nanomembranes. By stacking diverse functional layers (logic, memory, sensors) without physical constraints, we achieve high-density, heterogeneous 3D electronics, transcending the limits of traditional device scaling. The next generation of sensors must do more than just detect—they must think. We develop AI-enabled sensing platforms that process data locally (In-Sensor AI) for real-time decision making. Leveraging the unique mechanical flexibility of our freestanding nanomembranes, these intelligent systems can be realized in diverse form factors, enabling seamless integration into any environment beyond rigid chips. Pioneering the future of electronics through Atomic-Scale Materials, 3D Integration, and In-Sensor AI. Synthesis of atomically thin membranes and functional nanostructures to engineer novel physical and chemical properties. Universal platform for stacking diverse functional layers vertically using freestanding nanomembranes without lattice constraints.