From ab-initio DFT on silicon qubits to drop-in recycled aluminum alloys, USC’s Materials Science MS engineers matter with mission. Students screen thousands of crystal structures via Materials Project APIs, 3-D print gradient-density Ti lattice implants, and train CNNs to auto-label TEM micrographs. A Sustainability module life-cycle-assesses CO₂e per alloy, while Quantum-Materials electives probe spin-orbit couplings for emergent topological states. Graduates tailor atoms for aerospace, energy and biomedical breakthroughs.
GAN-generated microstructure phase-segmentation tool
High-entropy alloy property predictor using graph networks
Electro-spark deposition of wear-resistant coatings study
Lifecycle analysis of bio-based epoxy resins
In-situ synchrotron XRD on additive manufacturing melt pools
Quantum chemistry evaluation of solid-state Li-ion conductors
VR atomic-packing visualization for outreach education
Hydrogen embrittlement model in high-strength steels
Dataset of recycling-friendly alloy compositions
Photonic crystal design for IR camouflage textiles
Policy brief on critical minerals circularity incentives
Carbon-negative concrete incorporating biochar fines
Ultrafast laser melting dynamics captured with pump-probe
Edge AI defect detector on rolling-mill line cameras
Compostable polymer electrolytes for transient electronics
Engineer sustainable matter—from quantum lattices to recycled alloys.
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