Vision: Closed-Loop Sensor Engineering for the Hyper-connected Interface
Our research aims to bridge the physical gap between soft, organic forms (humans, nature, food) and rigid digital systems. The core objective is to realize a "Hyper-connected Interface" where digital sensing is imperceptibly integrated into our daily lives.
To achieve this, we focus on a closed-loop sensor engineering process: (1) AI-based bidirectional design (physics-guided neural networks) → (2) Nanofabrication (2D/3D nanotransfer printing, nanoyarn) → (3) Sensor implementation (SERS, soft pressure/strain/bending sensor array) → (4) AI-based signal processing (super-resolution, real-time classification) → (5) Applications (E-tongue, extended reality, digital twin).
