Affiliated Researchers: Machine Learning Models

Jia Li

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

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

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

Chaopeng Shen

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

Wesley Reinhart

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

Murali Haran

Department Head and Professor, Statistics
Top research keywords: Markov Chain Monte Carlo, Bayesian Inference, Model Calibration, Spatial Data, Ice-sheet Models

Phillip Savage

Distinguished Professor, Chemical Engineering
Top research keywords: Supercritical Water, Hydrothermal Liquefaction, Biocrude, Reaction Pathway, Pyrolysis

Xiaofeng Liu

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

Yuqing Hu

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

Wangda Zuo

Professor, Architectural Engineering
Top research keywords: Fluid Dynamics, Air Flow, Fast Fluid Dynamics, Computational Fluid Dynamics, Chiller

Fan-Bill Cheung

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

Guido Cervone

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

Prasenjit Mitra

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

Sanjay Srinivasan

Department Head and Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Reservoir Model, Dynamic Data, Seismic Data, Carbon Dioxide, Multiple Point

Somayeh Asadi

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

Hamid Emami-Meybodi

Associate Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Hydraulic Fracture, Hydraulic Fracturing, Gas Transport, Nanopore, Nanoporous Media

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

Donghyun Rim

Associate Professor, Architectural Engineering
Top research keywords: Computational Fluid Dynamics, Ultrafine Particles, Indoor Environment, Indoor Air, Computational Fluid Dynamics Simulation

Manzhu Yu

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

Darrell Velegol

Distinguished Professor, Chemical Engineering
Top research keywords: Colloidal Particles, Electrophoresis, Non-uniformity, Colloidal Particle, Doublet

Laifang Li

Assistant Professor, Meteorology and Atmospheric Science
Top research keywords: North Atlantic, United States, Sea Surface Temperature, Southeastern United States, North Atlantic Subtropical High

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

Andisheh Ranjbari

Assistant Professor, Civil and Environmental Engineering
Top research keywords: Transport, Curb, Curbs, USA, Strategic Management

Tieyuan Zhu

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

Satadru Dey

Assistant Professor, Mechanical Engineering
Top research keywords: Lithium-Ion Batteries, Lithium-ion Battery, State Of Charge, Fault Diagnosis, Thermal Fault

Sven Schmitz

Professor, Aerospace Engineering
Top research keywords: Rotors, Computational Fluid Dynamics, Rotor Hub, Compressed Air Motors, Rotor

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

Mohamad Darayi

Associate Professor of Systems Engineering, Engineering Division (Great Valley)
Top research keywords: Network Components, Vulnerability, Disruptions, Multi-industry, Freight Transportation

Yi Wang

Research Professor, Materials Science and Engineering
Top research keywords: Phonons, Phonon, Thermodynamic Properties, Thermodynamic Property, Thermodynamics

Maria Herrmann

Associate Research Professor, Meteorology and Atmospheric Science
Top research keywords: Estuary, United States, Chesapeake Bay, Hypoxia, Carbon Dioxide

Junjun Yin

Assistant Research Professor, Agricultural Economics, Sociology and Education
Top research keywords: Twitter Data, Spatial Interaction, Mobile Device, Twitter User, Social Media

Eric Zenner

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

Aleksandra Slavković

Professor, Statistics
Top research keywords: Differential Privacy, Differentially Private, Contingency Table, Synthetic Data, Functional Data

John Tooker

Professor, Entomology
Top research keywords: Host Plant, Herbivore, Plant Defense, Neonicotinoid, Silphium

Femeena Pandara Valappil

Assistant Professor, Agricultural & Biological Engineering
Top research keywords: Duckweed, Watersheds, Lemna, Water Assessment Tool, Soil Investigation

Aleksandra Radlińska

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

Feng Tao

Assistant Professor, College of Information Sciences and Technology
Top research keywords: Soil Organic Carbon, Data Assimilation, Terrestrial Ecosystem, Earth System Model, Parameter Values

Bradley Wyble

Professor, Psychology
Top research keywords: Attentional Blink, Short-Term Memory, Memory, Color, Amnesia

Justin Silverman

Assistant Professor, College of Information Sciences and Technology
Top research keywords: Microbiota, Microbiome, Human Gut Microbiota, Gut Microbiota, COVID-19

Christian Huber

Assistant Professor, Biology
Top research keywords: Evolution, Genomics, Genetic Divergence, Population Genetics, Genetic Variation