Affiliated Researchers: Machine Learning Based

Chaopeng Shen

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

Soundar Kumara

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

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

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, Particular Matter 2.5, Machine Learning, Deep Learning, Spatiotemporal

Abdallah S. Abdallah Abousheaisha

Top research keywords: Internetwork, Machine Learning, Internet-Of-Things, Learning System, Internet Of Things Device

Paul H. Heinemann

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

Aida Ebrahimi

Associate Professor, School of Electrical Engineering and Computer Science
Top research keywords: Silicon, Laser-induced Graphene, Graphene, Hydrogenation, Carbon Nanotube

Ryan Harne

Associate Professor in Mechanical Engineering, Mechanical Engineering
Top research keywords: Energy Harvesting, Harvesters, Vibration, Metamaterials, Energy

Zhiwen Liu

Professor, Electrical Engineering
Top research keywords: Supercontinuum, Raman Spectra, Fiber Taper, Supercontinuum Generation, Holography

Xiaofeng Liu

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

Yuqing Hu

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

Prasenjit Mitra

Professor, College of Information Sciences and Technology
Top research keywords: Search Engines, Digital Libraries, Metadata, Semantics, Classifiers

Minghui Zhu

Professor, Electrical Engineering
Top research keywords: Reinforcement Learning, And-States, Multiple Robot, Motion Planning, Robot

Farshad Rajabipour

Professor, Civil and Environmental Engineering
Top research keywords: Alkali Silica Reaction, Portland Cement, Cementitious Material, Alkali-silica Reaction, Fly Ash

Somayeh Asadi

Associate Professor, Architectural Engineering
Top research keywords: Energy Utilization, Scheduling, Renewable Energy Resources, Hot Temperature, Asphalt Pavements

Russell T. Johns

Professor and FCMG Chair in Fluid Behavior and Rock Interactions, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Oil Recovery, Phase Behavior, Surfactant, Equation Of State, Equations Of State

Houtan Jebelli

Assistant Professor, Architectural Engineering
Top research keywords: Electroencephalography, Robots, Robotics, Biosensors, Wearable Sensors

Marek Flaska

Associate Professor, Ken and Mary Alice Lindquist Department of Nuclear Engineering
Top research keywords: Neutron, Gamma Radiation, Scintillation Counter, Pulse Shape Discrimination, Pulse Shape

Fan-Bill Cheung

George L. Guillet Professor, Mechanical Engineering
Top research keywords: Transients, Rod Bundle, Natural Convection, Heat Transfer, Heat Flux

Sulin Zhang

Professor, Engineering Science and Mechanics
Top research keywords: Carbon Nanotube, Lithiation, Silicon, Nanoparticle, Lithium Ion Battery

Kristin Sznajder

Assistant Professor, Department of Public Health Sciences
Top research keywords: China, Structural Equation Analysis, Prospective Cohort Study, COVID-19, COVID-19 Pandemic

Eric Zenner

Associate Professor, Ecosystem Science and Management
Top research keywords: Beech, Basal Area, Old-growth, Skid Trail, Overstory

Julio Urbina

Professor, Electrical Engineering
Top research keywords: Meteors, Radar Systems, Radar Tracking, Radar Observations, Radar System

Gregory Huff

Professor, School of Electrical Engineering and Computer Science
Top research keywords: Antenna, Fluidics, Beamforming, Microstrip Patch Antenna, Reconfiguration

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

Xianbiao Hu

Assistant Professor, Civil and Environmental Engineering
Top research keywords: Connected Vehicles, Autonomous Vehicles, Case Study, Multi Agent Systems, Global Positioning System

Yashar Mehmani

Assistant Professor, Leone Family Department of Energy and Mineral Engineering (EME)
Top research keywords: Multiscale, Pore Network Model, Porosity, Porous Media, Pore Level

Rebecca Napolitano

Assistant Professor in Architectural Engineering, Architectural Engineering
Top research keywords: Masonry Structure, Structural Health Monitoring, Historic Structures, Masonry Structures, Masonry Building

Antonia Hadjimichael

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