Research interests 1. Thermoelectric materials and generators High performance thermoelectric binary and ternary materials (e.g. SnSe, Bi2Te3, Sb2Te3, BiSeTe, etc.)Thermoelectric generator design and optimisation enabled by AI technologies (e.g. deep learning) 2. Novel non-volatile memory and neuromorphic devices Chalcogenide materials (e.g. GeSbTe) based phase change and resistive switching memory via electrodepositionTunable metal oxdie thin film (e.g. ZnO, ZrOx, HfO2) based resistive switching memoryBack-end-of-line SiC thin film based resistive switching and neuromorphic devicesSolution based resistive switching and neuromorphic devices on flexible substrates 3. Deep-learning enabled structural colour design and optimisation