Advances high‑temperature acoustic and ultrasonic sensing for in‑situ diagnostics of critical infrastructure across civil, mechanical, and materials engineering. Builds MEMS sensors that unify passive acoustic emission and active guided waves for continuous monitoring in harsh environments; patent‑pending SHM platforms.