A decade turning complexity into better business decisions.
Dr. Yuan Wang has combined machine learning, operations research, statistics, and simulation to make supply-chain decisions deployable, measurable, and scalable.
Dr. Yuan WangApplied Intelligence for Supply Chains
CSX Transportation
Operations Research Scientist
Predictive models, network simulation, and planning systems for one of North America’s largest freight railroads.
Predictive modelingNetwork simulationPlanning systems
Selected projects & products
Ph.D. in Transportation & Operations Research
University of South Florida · U.S.
M.S. in Industrial Engineering
University of Florida · U.S.
B.S. in Industrial Engineering
Sichuan University · China
AI agents for supply chain science.
Adaptive systems that understand operations, reason through uncertainty and constraints, work alongside people, and learn from every outcome.
In development
Railroad Simulation Agent
Build, operate, and study a railroad simulation from one prompt.
Describe→Build→Simulate→Optimize
Operating intent
“Add this site's special requirement.”
Natural language→OR Agent→Validated constraint
Trusted optimization core
Validate · Solve · Explain
Research direction
OR Agent for Supply Chain
Translate long-tail operating rules into governed, validated model extensions.
Interpret→Compile→Validate→Solve