Affiliated Researchers: Bayesian Learning

Murali Haran

Department Head and Professor, Statistics
Top research keywords: Markov Chain Monte Carlo, Bayesian Inference, Model Calibration, Spatial Data, Ice-sheet Models

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

Suresh Muthulingam

Professor, Supply Chain and Information Systems
Top research keywords: Environmental Performance, Supply Chain Management, Energy Efficiency, Quality Performance, Manufacturing Firms

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, Carbon Dioxide, Multiple Point

Robin Guanghua Qiu

Professor, Engineering Division (Great Valley)
Top research keywords: Gas Fuel Manufacture, Production Line, Semiconductor Manufacturing, Shop Floor, Information Systems

John Yen

Professor, College of Information Sciences and Technology
Top research keywords: Fuzzy Logic, Decision-Making, Shared Mental Models, Teammates, Shared Mental Model

Amrita Basak

Associate Professor, Mechanical Engineering
Top research keywords: Epitaxy, Three Dimensional Printing, Scanning Laser Epitaxy, Additive Manufacturing, Powder Bed Fusion

Asok Ray

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

Maria Herrmann

Associate Research Professor, Meteorology and Atmospheric Science
Top research keywords: Estuary, United States, Chesapeake Bay, Hypoxia, Carbon Dioxide

Donghyun Rim

Associate Professor, Architectural Engineering
Top research keywords: Computational Fluid Dynamics, Ultrafine Particles, Indoor Environment, Indoor Air, Computational Fluid Dynamics Simulation

Vikash Gayah

Professor, Civil and Environmental Engineering
Top research keywords: Macroscopic Fundamental Diagram, Traffic Signal, Safety Performance, Urban Network, Traffic Network

Shunli Shang

Research Professor, Materials Science and Engineering
Top research keywords: First-principles Calculations, Density, Density Functional Theory, Alloying, Thermodynamic Properties

Sanjib Sharma

Assistant Research Professor, Earth and Environmental Systems Institute
Top research keywords: Forecast, Streamflow, Flood Hazard, Prediction, River Basin

Justin Silverman

Assistant Professor, College of Information Sciences and Technology
Top research keywords: Microbiota, Microbiome, Human Gut Microbiota, Gut Microbiota, COVID-19

Daning Huang

Assistant Professor, Aerospace Engineering
Top research keywords: Hypersonic, Aerothermoelastic Analysis, Aerothermoelastic, Reduced Order Model, Reduced Order Modeling