USC ChemE PhDs hack atoms and algorithms for a climate‑tight economy. Labs grow metal‑organic frameworks that turn flue‑gas CO₂ into ethylene, train deep‑reinforcement controllers on Aspen hybrids, and evolve yeast chassis for bio‑jet fueled by ag‑waste. Collaborations with Chevron and Amgen funnel tech to pilot skid rows, while a Carbon‑Tech policy seminar drafts LCFS credit briefs.
Catalyst genome mining for formate dehydrogenase variants
Auto‑encoder reduced‑order model of SMR reactors
Dynamic optimal control of electrochemical CO₂‑to‑C₂H₄
Bio‑jet techno‑economic model under SAF tax credits
CFD of slug flow mitigation with surfactant injection
MOF stability screening under wet flue‑gas
GAN‑generated polymer repeat units for solvent replacement
Blockchain LCFS credit tracking pilot
OpenFOAM aerosol deposition in pulmonary drug delivery
Membrane desal RO energy optimizer via genetic algorithms
Policy brief on PFAS ban in process aids
Life‑cycle LCA of algae bio‑plastic cups
Machine‑vision fouling predictor on heat‑exchanger cameras
MIC corrosion monitoring via EIS sensor network
AI retrosynthesis planner for green pharma routes
Invent reactions and reactors for a circular‑carbon future.
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