Affiliated Researchers: Deep Learning

Chaopeng Shen

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

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

Abhronil Sengupta

Associate Professor, Electrical Engineering
Top research keywords: Neural Network, Spiking Neural Networks, Neuromorphic Computing, Magnetic Tunnel Junction, Computer Hardware

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

Manzhu Yu

Assistant Professor, Geography
Top research keywords: Dust Storm, Particular Matter 2.5, Machine Learning, Deep Learning, Spatiotemporal

Wesley Reinhart

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

Md Faisal Kabir

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

Guido Cervone

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

Jia Li

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

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

Xiaofeng Liu

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

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

C. Lee Giles

David Reese Professor, College of Information Sciences and Technology
Top research keywords: Digital Libraries, Search Engines, Recurrent Neural Networks, Metadata, Neural Networks

Ilgin Guler

Associate Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Traffic Signal, Signalized Intersection, Pre-signal, Control Algorithm

Chris Marone

Professor, Geosciences
Top research keywords: Fault Gouge, Fault Zone, Friction, Earthquake, Fault Slip

Asok Ray

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

Yuqing Hu

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

Melissa Gervais

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

Paul H. Heinemann

Department Head and Professor, Agricultural & Biological Engineering
Top research keywords: Apple, Apple Orchard, Frost Protection, Electronic Nose, Electronic Nose (E-nose)

Tieyuan Zhu

Associate Professor, Geosciences
Top research keywords: Wave Equation, Viscoacoustic, Attenuation, Fractional Laplacian, Reaction Time

Gordon Warn

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

Travis Flohr

Assistant Professor, Landscape Architecture
Top research keywords: Environmental Justice, Methods Courses, Urban Trees, Mean Radiant Temperature, Virtual Field Trips

Joseph Ranalli

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

Mehrdad Mahdavi

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

Li Li

Professor, Civil and Environmental Engineering
Top research keywords: Reactive Transport, Streamflow, Carbon Dioxide, Solute, Dissolved Organic Carbon

Yiqi Zhang

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

Timothy Simpson

Paul Morrow Professor in Engineering Design and Manufacturing, Mechanical Engineering
Top research keywords: Product Family, 3D Printers, Design, Manufacturing, Students

Aleksandra Radlinska

Professor, Civil and Environmental Engineering
Top research keywords: Material Properties, Alkali-activated Slag, Restrained Ring Test, Drying Shrinkage, Early-age Cracking

Mariantonieta Gutierrez Soto

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

George Young

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

Costas Maranas

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

Elizabeth W. Boyer

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

Weihua Guan

Top research keywords: Nanopore, Nucleic Acid Testing, Resistive, Sample-to-answer, Solid-state Nanopore

Marc E. McDill

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

Jonathan Duncan

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

Tess Russo

Assistant Professor and Rudy L. Slingerland Early Career Professorship, Geosciences
Top research keywords: Groundwater, Water Management, Aquifer, Shale, Modeling

Cibin Raj

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

Antonia Hadjimichael

Assistant Professor, Geosciences
Top research keywords: Vulnerability, Exploratory Modelling, Water Scarcity, River Basin, Urban Heat Island

Greg Krawczyk

Research Professor, Entomology
Top research keywords: Lepidoptera, Oriental Fruit Moth, Tortricidae, Hemiptera, Pentatomidae

Esther Obonyo

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