Affiliated Researchers: Data-driven Modeling

Elia Merzari

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

Yan Li

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

Asok Ray

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

Rebecca Napolitano

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

Rahman Azari

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

Robin Guanghua Qiu

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

Christopher Rahn

Associate Dean for Innovation, College of Engineering
Top research keywords: Fluidics, Actuator, Fluidic Flexible Matrix Composites, Piezoelectric, Experimental Result

Xiaofeng Liu

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

Wangda Zuo

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

Nathan Brown

Assistant Professor, Architectural Engineering
Top research keywords: Early Design Phases, Design Space, Early Stage, Structural Performance, Embodied Carbon

José Duarte

Professor and Stuckeman Chair in Design Innovation, Stuckeman School of Architecture and Landscape Architecture
Top research keywords: Shape Grammar, Grammar, Design System, Urban Design, Mass Customization

Wesley Reinhart

Assistant Professor in Materials Science and Engineering, Materials Science and Engineering
Top research keywords: Learning System, Nanochannel, Machine Learning, Triblock, Unsupervised Learning

Costas Maranas

Donald B. Broughton Professor, Chemical Engineering
Top research keywords: Metabolite, Escherichia Coli, Metabolic Pathway, Metabolic Network, Enzyme

Mohamad Darayi

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

Kimberly Van Meter

Assistant Professor, Geography
Top research keywords: Water Quality, Eutrophication, Groundwater, Mississippi, N Input

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

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