Affiliated Researchers: Deep Learning Methods

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

Abhronil Sengupta

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

Chaopeng Shen

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

Manzhu Yu

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

Jia Li

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

Guido Cervone

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

Shujie Wang

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

Travis Flohr

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

Gordon Warn

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

Mehrdad Mahdavi

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

Mariantonieta Gutierrez Soto

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

Aleksandra Radlinska

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

Robin Guanghua Qiu

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

Greg Krawczyk

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