Research integrates device physics, 3D TCAD, and machine learning for parameter extraction, variation analysis, and inverse design of power semiconductor devices, emphasizing ultrawide‑bandgap materials, reliability, and high‑temperature operation; also creates microscale energy‑harvesting transducers for self‑powered wireless sensing.