Affiliated Researchers: Deep Learning Model

Chaopeng Shen

Professor, Civil and Environmental Engineering
Top research keywords: Streamflow, Machine Learning, Deep Learning, Soil Moisture, Long Short-term Memory

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

Md Faisal Kabir

Assistant Professor of Computer Science, School of Science, Engineering & Technology (Harrisburg)
Top research keywords: Machine Learning, Learning System, Explainable Artificial Intelligence, Association Rules, Association Rule Mining

James Wang

Professor of Information Sciences and Technology, College of Information Sciences and Technology
Top research keywords: Information Retrieval, Annotation, Image Database, Image Retrieval System, Content-based Image Retrieval

Manzhu Yu

Associate Professor, Geography
Top research keywords: Dust Storm, Particular Matter 2.5, Machine Learning, Cloud Computing, Deep Learning

Vasant Honavar

Professor and Edward Frymoyer Chair of Information Sciences and Technology, College of Information Sciences and Technology
Top research keywords: Learning Algorithm, Ontology, Interface Residues, Data Source, Learning Classifiers

Xiaofeng Liu

Professor, Civil and Environmental Engineering
Top research keywords: Earth Surface Sediment Transport, Computational Fluid Dynamics, Free Surface, Suspended Sediment, Hydraulics

Jia Li

Professor, Statistics
Top research keywords: Annotation, Hidden Markov Model, Information Retrieval, Content-based Image Retrieval, Image Database

Jonathan Duncan

Associate Professor, Ecosystem Science and Management
Top research keywords: Nitrate, Urban Watershed, Storm, Base Flow, Denitrification

Wesley Reinhart

Assistant Professor, Materials Science and Engineering
Top research keywords: Learning System, Machine Learning, Nanochannel, Finite Element Analysis, Thin Films

Mariantonieta Gutierrez Soto

Assistant Professor, School of Engineering Design and Innovation
Top research keywords: Building Structure, Vibration Control, Tornado, Semi-active, Neural Dynamic Model

Ashkan Negahban

Associate Professor of Engineering Management, Engineering Division (Great Valley)
Top research keywords: Simulated Environment, Simulation-based Learning, Agent-based Simulation, Simulation Model, Problem-Based Learning

Nathan Brown

Associate Professor, Architectural Engineering
Top research keywords: Early Design Phases, Design Space, Early Stage, Embodied Carbon, Architectural Design

Scarlett Miller

Professor, College of Information Sciences and Technology
Top research keywords: Central Venous Catheterization, Design For Additive Manufacturing (DfAM), Engineering Design, Concept Selection, Engineering Student

Guido Cervone

Professor of Geography and Meteorology and Atmospheric Science, Geography
Top research keywords: Atmospherics, Remote Sensing, Analog Ensemble, Machine Learning, Earthquake

Gordon Warn

Professor, Civil and Environmental Engineering
Top research keywords: Sequential Decision Process, Decision Process, Trade Space Exploration, Finite Element Modeling, Structural System

Costas Maranas

Donald B. Broughton Professor, Chemical Engineering
Top research keywords: Metabolite, Escherichia Coli, Metabolic Pathway, Enzyme, Metabolic Network

Joseph Ranalli

Professor, Penn State Hazleton
Top research keywords: Transfer Function, Irradiance, Heat Release Rate, Advection, Diffusion Flame

Cibin Raj

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

George Young

Professor, Meteorology and Atmospheric Science
Top research keywords: Boundary Layer, Synthetic Aperture Radar, Convection, Weather, Forecast

Melissa Gervais

Associate Professor, Meteorology and Atmospheric Science
Top research keywords: North Atlantic, Sea Surface Temperature, Self Organizing Map, Atmospherics, North America

Elizabeth W. Boyer

Professor, Ecosystem Science and Management
Top research keywords: United States, Atmospherics, United States Of America, Headwater, Dissolved Organic Carbon

Yiqi Zhang

Associate Professor, Harold and Inge Marcus Department of Industrial and Manufacturing Engineering
Top research keywords: Automated Vehicles, Lead Time, Connected Vehicle Systems, Situation Awareness, Driving Style

Asok Ray

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

Feng Tao

Assistant Professor, College of Information Sciences and Technology
Top research keywords: Soil Organic Carbon, Data Assimilation, Terrestrial Ecosystem, Earth System Model, Parameter Values

Marc E. McDill

Associate Professor, Ecosystem Science and Management
Top research keywords: Pennsylvania, Forest Planning, Forest Management, Quercus, Harvest-scheduling Model

Esther Obonyo

Professor, School of Engineering Design and Innovation
Top research keywords: Construction Worker, Posture Recognition, Recognition Model, Construction Workers, Injury Prevention

David Hughes

Professor, Entomology
Top research keywords: Ophiocordyceps, Fungi, Social Insect, Strepsiptera, Host Behavior

Robin Guanghua Qiu

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