Affiliated Researchers: Deep 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

Chaopeng Shen

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

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

Abhronil Sengupta

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

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

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

Manzhu Yu

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

Yuqing Hu

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

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

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

Ilgin Guler

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

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

Wesley Reinhart

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

Chris Marone

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

Shujie Wang

Assistant Professor, Geography
Top research keywords: Land Ice, Ice Shelves, Ice Sheet, Antarctic Region, Ice, Cloud And Land Elevation Satellite

Nathan Brown

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

Soundar Kumara

Allen E. Pearce and Allen M. Pearce Professor, Harold and Inge Marcus Department of Industrial and Manufacturing Engineering
Top research keywords: Supply Chain, Multi Agent Systems, Product Family, Product Family Design, Multi-agent Systems

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

Richard Alley

Evan Pugh University Professor, Geosciences
Top research keywords: Ice Sheet, Greenland, Antarctic Region, Ice Stream, West Antarctica

Hong Wu

Associate Professor, Landscape Architecture
Top research keywords: China, Green Stormwater Infrastructure, Stormwater, Public Perception, Green Infrastructure

Melissa Gervais

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

Md Habib Ullah

Assistant Professor, School of Science, Engineering & Technology (Harrisburg)
Top research keywords: Energy Management System, Power Engineering, Alternating Direction Method Of Multipliers, Microgrid, DC Microgrid

Paul H. Heinemann

Department Head and Professor, Agricultural & Biological Engineering
Top research keywords: Apple, Apple Orchard, Frost Protection, Electronic Nose, Robotics

Gordon Warn

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

Travis Flohr

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

Guido Cervone

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

Madhavan Swaminathan

Professor, Electrical Engineering
Top research keywords: Interconnects, Dielectrics, Power Distribution, Electric Power Distribution, Electric Lines

Mehrdad Mahdavi

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

Joseph Ranalli

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

Timothy Simpson

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

Anirudh Subramanyam

Assistant Professor, Harold and Inge Marcus Department of Industrial and Manufacturing Engineering
Top research keywords: Vehicle Routing, Optimization Problem, Realization, Routing Problem, Computational Experiment

George Young

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

Stephanie Buechler

Top research keywords: Climate Change, Mexico, Feminist Political Ecology, Sonora, Environmental Degradation

Aleksandra Radlińska

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

Cheryl Thompson

Professor, Interim Vice Chair for Education and Endowed Chair in Cancer Population Sciences Research, Department of Public Health Sciences
Top research keywords: Breast Cancer, Colon Cancer, Neoplasm, Melanoma, Malignant Neoplasm

Asok Ray

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

Weihua Guan

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

Costas Maranas

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