Joon sue Lee holds two issued patents on deep-learning inverse design for nano-optics and bolometer architectures. He advances scalable epitaxy and nanofabrication of quantum materials, topological insulators and III-V/superconductor heterostructures, enabling spin-charge conversion, Majorana platforms, and terahertz detection.