Affiliated Researchers: Stochastic Optimization

Uday V. Shanbhag

Gary and Sheila Bello Chair Professor, Marcus Department of Industrial and Manufacturing Engineering
Top research keywords: Game, Nash Equilibrium, Variational Inequality Problem, Convex Optimization, Stochastic Optimization

Mort Webster

Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Power Generation, Texas, Air Quality, Electricity Generation, Power Engineering

Anand Sivasubramaniam

Distinguished Professor, Computer Science and Engineering
Top research keywords: Computer Hardware, Energy Consumption, Caching, Input/Output, Response Time

Gregory Pavlak

Assistant Professor, Architectural Engineering
Top research keywords: Thermal Comfort, Heat Storage, Energy Use, Energy Systems, Residential Building

Mehrdad Mahdavi

Associate Professor, Computer Science and Engineering
Top research keywords: Harmony Search, Optimization Problem, Gradient Descent, Approximation (Algorithm), Neural Network

Seth Blumsack

Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Natural Gas, Power Engineering, United States, Power Grid, Joints (Structural Components)

Asok Ray

Distinguished Professor, Mechanical Engineering
Top research keywords: Control System, Data Series, Symbolics, Time Series Data, Symbolic Dynamics

Sanjay Srinivasan

Department Head and Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Reservoir Model, Dynamic Data, Seismic Data, Multiple Point, Carbon Dioxide

Minghui Zhu

Professor, Electrical Engineering
Top research keywords: And-States, Multiple Robot, Motion Planning, Reinforcement Learning, Robot

Mohamad Darayi

Associate Professor of Systems Engineering, Engineering Division (Great Valley)
Top research keywords: Network Components, Vulnerability, Disruptions, Multi-industry, Freight Transportation

Xianbiao Hu

Assistant Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Autonomous Vehicles, Case Study, Multi Agent Systems, Global Positioning System

Houtan Jebelli

Assistant Professor, Architectural Engineering
Top research keywords: Electroencephalography, Robots, Robotics, Biosensors, Wearable Sensors

Kostas Papakonstantinou

Associate Professor, Civil and Environmental Engineering
Top research keywords: Partially Observable Markov Decision Process, Reinforcement Learning, Deep Reinforcement Learning (deep RL), Lifecycle, Markov Decision Process

Cibin Raj

Associate Professor, Agricultural & Biological Engineering
Top research keywords: Soil And Water Assessment Tool, Water Assessment Tool, Soil Investigation, Watersheds, Biofuel