We pursue the interactive design between AI hardware and AI software in terms of “wave mechanics”
: primarily “photonics”, and extended to “quantum mechanics”, “electronics”, and “acoustics”.
Intelligent wave platforms for AI hardware: brain-mimicking media and neuromorphic responses.
Intelligent wave devices using AI software: logics, imaging/sensing, and wave steering, transport, or localization.
AI Wave Mechanics: Design of scale-free materials / ML architectures for engineered disorder / ML design of topology
Neuromorphic Photonics: Design of photonic neurons & synapses / Photonic memory using quenching mechanisms
Disordered Wave Systems: Engineered disorder between order and uncorrelated disorder / Hyperuniform devices
Open & Non-Euclidean Systems: Disorder in hyperbolic lattices / Quantum circuits with enhanced DOFs & topology