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), Markov Decision Process, Lifecycle

Chaopeng Shen

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

Robin Guanghua Qiu

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

Jia Li

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

Manzhu Yu

Assistant Professor, Geography
Top research keywords: Dust Storm, Deep Learning Methods, Geospatial Data, COVID-19, Cloud Computing

Guido Cervone

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

Amrita Basak

Assistant Professor, Mechanical Engineering
Top research keywords: Epitaxy, Scanning Laser Epitaxy, Three Dimensional Printing, Nickel-Based Superalloys, Additive Manufacturing

Travis Flohr

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

Yan Li

Assistant Professor, Electrical Engineering
Top research keywords: Microgrid, Networked Microgrids, Power Engineering, Transients, Distributed Energy Resource

Marc E. McDill

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

Mehrdad Mahdavi

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

Aleksandra Radlinska

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

Gordon Warn

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

Greg Krawczyk

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