Mathematical and Statistical Modeling

Optimization and statistics play a critical role in extracting information from large data.
Affiliated Faculty


Professor & Director of Graduate Studies — AEM; Dynamical models and computational tools
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Assistant Professor — CS&E; Database & Data Integration, Security/Privacy
Office
6-189 Kenneth H. Keller Hall
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Assistant Professor — CEGE; AI/Machine Learning/Data Mining, Graph/Network/Tensor Analysis, Optimization
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Associate Professor — ISyE; AI/Machine Learning/Data Mining, Dynamical models and computational tools, Logistics and Supply Chain, Smart Cities/Transportation
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Professor — AEM; AI/Machine Learning/Data Mining, Deep Learning, Optimization
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Professor — CS&E; Geographic Information Systems (GIS), Graph/Network/Tensor Analysis, Optimization
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Professor — Mathematics; Deep Learning, Materials Design, Computational Simulations of Physical Systems, Physical Sciences, Chemistry
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Professor — Physics and Astronomy; AI/Machine Learning/Data Mining, Deep Learning, Visualization, Time Series/Spatio-Temporal Data Analysis, Optimization, Sensors and Sensor Networks, Physical Sciences, Astronomy, Astophysics, Cosmology
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Associate Professor — ECE; Graph/Network/Tensor Analysis, Security/Privacy, Optimization, Sensors and Sensor Networks
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Professor — Mathematics; AI/Machine Learning/Data Mining, Image/video/motion analysis, Robotics and Computer Vision
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Professor — ISyE; Graph/Network/Tensor Analysis, Optimization, Logistics and Supply Chain
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Professor — ECE; Deep Learning, Time Series/Spatio-Temporal Data Analysis, Graph/Network/Tensor Analysis, Causal inference and discovery, Optimization, Dynamical models and computational tools, Computational Simulations
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Assistant Professor — CS&E; AI/Machine Learning/Data Mining, Deep Learning, Image/video/motion analysis, Optimization, Dynamical models and computational tools
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Assistant Professor — MechE; Deep Learning, Visualization, Time Series/Spatio-Temporal Data Analysis, Dynamical models and computational tools
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Assistant Professor — ChemE; AI/Machine Learning/Data Mining, Optimization, Logistics and Supply Chain, Power grids/Networks and Cyber Security, Smart Cities/Transportation
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Di Zhu
Assistant Professor — Geography, Environment and Society; Geographic Information Systems (GIS), Graph/Network/Tensor Analysis
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Labs and selected projects
- Computational Reactive Flow & Energy Lab (CRFEL) - L101
- Decision Discovery and Optimization Lab
- DMREF: The Search for Novel Superconductors in Moire Flat Bands
- Group of Learning, Optimization, Vision, healthcarE and X (GLOVEX)
- HE Research Group — Computational and Data-Driven Mechanics
- Information Processing Group
- Nonsmooth Composite Matrix Optimization: Strong Regularity, Constraint Nondegeneracy and Beyond
- Richard D. James Research Group
- Salapaka Lab (Nanodynamics)