The following requirements must be fulfilled: 12 credits.

Once course in numerical methods selected from the following:
CE 6102Application of Probability Methods in Civil Engineering
CE 6711Civil Infrastructure Optimization
CE 6712Data Science and Artificial Intelligence in Civil and Environmental Engineering
Once course in transportation applications selected from the following:
CE 6721Traffic Engineering and Highway Safety
CE 6722Intelligent Transportation Systems
CE 6723Fundamentals of Highway Safety
Two courses in smart city integration selected from the following:
CE 6730Sustainable Urban Planning
CE 6731Economics of Transportation Systems
CE 6732Automation and Sensing in Civil and Environmental Engineering
CE 6733Human Factors in Civil and Environmental Engineering