Affiliated Researchers: Data Modeling

Hamid Emami-Meybodi

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

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, Multiple Point, Carbon Dioxide

Aleksandra Slavković

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

Mary Frecker

Professor, Mechanical Engineering
Top research keywords: Compliant Mechanism, Actuation, Actuator, Topology Optimization, Design Optimization

Antonia Hadjimichael

Assistant Professor, Geosciences
Top research keywords: Vulnerability, Exploratory Modelling, Water Scarcity, River Basin, Modeller

Asok Ray

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

Daning Huang

Assistant Professor, Aerospace Engineering
Top research keywords: Hypersonic, Aerothermoelastic, Aerothermoelastic Analysis, Hypersonic Flows, Reduced Order Model

Serguei Lvov

Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Membranes, Corrosion, Temperature, Protons, Corrosion Rate

Amrita Basak

Assistant Professor, Mechanical Engineering
Top research keywords: Epitaxy, Scanning Laser Epitaxy, Three Dimensional Printing, Powder Bed Fusion, Additive Manufacturing

Aly Said

Associate Professor of Architectural Engineering, Architectural Engineering
Top research keywords: Column Joint, Beam-Column, Reinforced Concrete Beam, Beam-column Joint, Fiber-Reinforced Polymer

Kaleigh Yost

Assistant Professor, Civil and Environmental Engineering
Top research keywords: Cone Penetrometer, Thin Layer, Layer Effect, Calibration Chamber, Penetrometers

Luis Ayala

William A. Fustos Family Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Gas Reservoir, Gas Well, Gas Condensate Reservoir, Production Data, Condensate Gas

Maria Herrmann

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

Laura Leites

Associate Research Professor, Ecosystem Science and Management
Top research keywords: Climate Change, Quercus, Growth Potential, Response To Climate, Pseudotsuga Menziesii

Anand Sivasubramaniam

Distinguished Professor, Computer Science and Engineering
Top research keywords: Computer Hardware, Energy Consumption, Caching, Input/Output, Response Time

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

Mahmut Kandemir

Professor, Computer Science and Engineering
Top research keywords: Compiler, Energy Consumption, Chip Multiprocessor, Input/Output, Caching

Chaopeng Shen

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

Colin Zarzycki

Associate Professor, Meteorology and Atmospheric Science
Top research keywords: Tropical Cyclone, Tropical Cyclones, Earth System Model, Climate Modeling, Variable Resolution

Xianzeng Niu

Assistant Research Professor, Earth and Environmental Systems Institute
Top research keywords: United States Of America, Shale Gas, Pennsylvania, Sulfate Concentration, Appalachian Region

Tess Russo

Assistant Professor and Rudy L. Slingerland Early Career Professorship, Geosciences
Top research keywords: Groundwater, Water Management, Aquifer, Shale, Modeling

Murali Haran

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

Wangda Zuo

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

Rahman Azari

Associate Professor in Architecture, Architecture
Top research keywords: Embodied Carbon, Lifecycle, Environmental Impact, Building Envelope, Life Cycle Assessment

Ryan Thombs

Assistant Professor, Agricultural Economics, Sociology and Education
Top research keywords: Carbon Dioxide, United States, Income Inequality, CO2 Emissions, Economic Growth

Guoray Cai

Associate Professor, College of Information Sciences and Technology
Top research keywords: Crisis Management, Geographic Information, Decision-Making, Multimodal Interface, Spatial Data

Guido Cervone

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

Allison Beese

Professor, Materials Science and Engineering
Top research keywords: Three Dimensional Printing, Additive Manufacturing, Ti-6Al-4V (Ti64), Mechanical Properties, Ti-6Al-4V

William Walters

Associate Professor, Ken and Mary Alice Lindquist Department of Nuclear Engineering
Top research keywords: Spent Fuels, Control Rods, Fission, Rockets, Hot Temperature

Tieyuan Zhu

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

Manzhu Yu

Assistant Professor, Geography
Top research keywords: Dust Storm, Particular Matter 2.5, Machine Learning, Deep Learning, Spatiotemporal

Jeffrey Grimm

Research Assistant, Institute of Energy and the Environment (IEE)
Top research keywords: Wet Deposition, Precipitation (chemistry), Atmospheric Deposition, Watershed, Watersheds

Sean Brennan

Professor, Mechanical Engineering
Top research keywords: Road, Vehicle Dynamics, Robotics, Vehicle Localization, Kalman Filter

Stephan J. Goetz

Professor, Agricultural Economics, Sociology and Education
Top research keywords: USA, U.S. Counties, Rural Areas, County Level, Economic Growth

Jia Li

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

John Yilin Wang

Associate Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Shale Gas, Gas Reservoir, Fracturing Fluid, Proppants, Hydraulic Fracturing

Elizabeth Hajek

Professor, Geosciences
Top research keywords: Stratigraphy, Flood Plain, Tectonics, Morphodynamics, Avulsion

Jonathan Mathews

Professor, John and Willie Leone Department of Energy & Mineral Engineering (EME)
Top research keywords: Bituminous Coal, Vitrinite, High-resolution Transmission Electron Microscopy (HRTEM), Aromatics, Inertinite

Elia Merzari

Professor, Ken and Mary Alice Lindquist Department of Nuclear Engineering
Top research keywords: Computational Fluid Dynamics, Large Eddy Simulation, Direct Numerical Simulation, Nek5000, Rod Bundle

Ashkan Negahban

Associate Professor of Engineering Management, Engineering Division (Great Valley)
Top research keywords: Simulated Environment, Simulation-based Learning, Agent-based Simulation, Problem-Based Learning, Learning Module