Affiliated Researchers: Bayesian Modeling

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

Displaying 18 search result(s) for Bayesian Modeling.

Jacob Holland-Lulewicz


Assistant Professor, Anthropology
Top research keywords: Bayesian Modeling, Southeast, Archaeology, Radiocarbon Analysis, American Southeast

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

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

Asok Ray


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

Guoray Cai


Associate Professor, College of Information Sciences and Technology
Top research keywords: Crisis Management, Geographic Information, Decision-Making, Multimodal Interface, Spatial Data

Amrita Basak


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

Donghyun Rim


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

Maria Herrmann


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

Robert Nicholas


Associate Research Professor, Earth and Environmental Systems Institute
Top research keywords: Climate Change, Flood Risk, United States Of America, Climate Modeling, United States

Ilgin Guler


Associate Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Signalized Intersection, Pre-signal, Transit Signal Priority, Dedicated Bus Lane

Tyler Wagner



Top research keywords: Salvelinus Fontinalis, Brook, Fish, Lakes, Lake

Chris Forest


Professor, Meteorology and Atmospheric Science
Top research keywords: Climate Change, Climate Modeling, Climate Models, Climate System, Earth System Model

Sanjib Sharma


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

Guido Cervone


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

Daning Huang


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

Yuqing Hu


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

Mark Miller


Assistant Professor, Aerospace Engineering
Top research keywords: Reynolds' Number, Reynolds Number, Compressed Air Motors, High Reynolds Number, Tunnel