The MSME deepens expertise in computational fluid dynamics, smart manufacturing, and biomechatronics. Students model hypersonic flows on HPC clusters, embed ML controllers in soft robots, and iterate topology-optimized metal prints in the Feinberg Tech Institute’s additive lab. Industry co-ops with Tesla, SpaceX, and Medtronic sharpen translational impact.
Simulate hydrogen combustion dynamics for zero-carbon turbine injectors
Design bio-inspired soft grippers with pneumatic network actuation
Optimize lattice structures for lightweight EV chassis via generative design
Develop a thermal-runaway early-warning system for battery packs
Build a digital twin of wind-farm wake interactions using LES
Prototype exoskeleton knee actuators powered by energy-harvesting clutches
Evaluate cryogenic cooling loops for quantum-computing hardware
Implement reinforcement-learning trajectory control for collaborative robots
Analyze acoustic metamaterials for aircraft cabin noise reduction
Create a predictive maintenance model for 5-axis CNC spindle wear
Test biodegradable gear lubricants for offshore wind turbines
Simulate peristaltic pumping of non-Newtonian bio-inks in bioprinting
Design a solar-thermal desalination system with phase-change heat storage
Measure micro-droplet evaporation dynamics in aerosol drug delivery
Write a techno-economic assessment of carbon-neutral synthetic-fuel plants
Drive innovation in machines, energy, and manufacturing with Northwestern MSME.
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