Affiliated Researchers: Bayesian Learning

Affiliates are Penn Staters who have a connection to or an interest in the work of the Institute of Energy and the Environment.

Displaying 15 search result(s) for Bayesian Learning.

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: Spillover Effect, Supply Chain Management, Energy Efficiency, Environmental Performance, Energy Conservation

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

John Yen


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

Guido Cervone


Professor, Geography
Top research keywords: Atmospherics, Remote Sensing, Analog Ensemble, Machine Learning, Earthquake

Maria Herrmann


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

Raymond Najjar


Professor, Meteorology and Atmospheric Science
Top research keywords: Chesapeake Bay, Climate Change, Atmospherics, Carbon Dioxide, United States

Donghyun Rim


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

Robin Guanghua Qiu


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

Amrita Basak


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

Sanjib Sharma


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

Justin Silverman


Assistant Professor in Data Sciences, College of Information Sciences and Technology
Top research keywords: Microbiota, Microbiome, Microflora, Intestine Flora, Human Gut Microbiota

Yuqing Hu


Assistant Professor in Architectural Engineering, Architectural Engineering
Top research keywords: Information Modeling, Building Information Modeling, Construction Robot, Learning System, Construction Projects

Daning Huang


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