CMU’s CEE MS trains engineers to integrate structural intelligence with environmental stewardship. You will model smart bridges with digital twins, simulate coastal flood defenses using coupled SWAN-ADCIRC, and design circular-economy concrete mixes capturing industrial CO₂. A globalization studio partners students with NGOs redesigning water systems in the Global South, while policy electives position graduates to influence sustainability standards worldwide.
Bridge-health inference via edge-AI vibration sensors and Bayesian updating
Permeable pavement lifecycle model assessing urban heat-island mitigation
Carbon-negative geopolymer concrete with steel-slag and biochar blends
Decision-support tool for coastal retreat vs. seawall investment scenarios
GIS-based optimal siting of green storm-water infrastructure networks
Automated UAV photogrammetry for landslide early warning systems
Dynamic traffic-signal timing using reinforcement learning to cut idling CO₂
Assessment of mass-timber high-rise seismic performance in FEMA P-695
Hydraulic simulation of potable reuse schemes for drought-prone cities
Blockchain-enabled supply-chain traceability for recycled construction steel
VR training platform for tunnel excavation safety protocol adherence
Risk-based prioritization model for bridge retrofits under compound hazards
Policy white paper on infrastructure climate-bond financing mechanisms
Comparative embodied-carbon study of UHPC vs. conventional rebar beams
Digital-twin dashboard forecasting water-main failures from SCADA data
Design and manage infrastructure for a changing planet at CMU.
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