USC MechE PhDs prototype the machines and materials of net‑zero mobility. Labs use laser‑diagnostics on H₂ flames, print TPU soft‑robotic grippers for surgical tools, and inverse‑render lidar scans into real‑time structural digital twins. Computational clusters run LES on supersonic inlets, while policy fellows quantify IRA hydrogen tax credits. Graduates code CFD, wire strain gauges and brief senators on carbon budgets.
LES of ammonia‑burner NOx mitigation
Machine‑learning surrogate model for turbine blade cooling
Soft‑robot catheter navigating MRI fields
Digital twin of composite eVTOL rotor under gust loads
Topology‑optimized lattice heat exchanger in Inconel
Hydrogen leak detection using fiber Bragg sensors
RL‑tuned flight‑control surface for morphing wing
Eco‑audit of additive vs. subtractive tooling
Vision‑based cobot safety envelope using YOLO
CFD of cryogenic hydrogen cavitation in pumps
Smart‑sensor torque wrench blockchain QA ledger
AR maintenance overlay for Hyperloop maglev bogie
Policy brief on SAF combustion certification
Model, make and manage motion for a decarbonized planet.
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