Institute for Data Exploration and Applications (IDEA)

Trevor Rhone

Physics, Applied Physics & Astronomy
Machine learning
Materials science
Two-dimensional materials
Catalysis
Li-ion battery materials
Magnetism
Artificial Intelligence

James Hendler

Director of the Institute for Data Exploration and Applications and the Tetherless World Senior Constellation Professor of Computer and Cognitive Science
Computer Science

Robert Hull

Henry Burlage Jr. Professor of Engineering and Director of Center for Materials, Devices, and Integrated Systems
Materials Science and Engineering
Nanotechnology
Electronic Materials
Semiconductors

Donald Schwendeman

Professor, Department Head
Mathematical Sciences
Numerical methods for PDEs
Fluid-structure interaction problems
Gas dynamics and wave propagation
Multi-scale and multiphase reactive flow
Adaptive and parallel algorithms
Mathematics for industrial applications

T. Ravichandran (Ravi)

Irene and Robert Bozzone '55 Distinguished Chair, Professor of Information Systems, Associate Dean for Research
Lally School of Management
Information Technology Management
Supply Chain Management
Business Strategy
Networks and Value Creation
IT Strategy

Bulent Yener

Associate Director, IDEA. Director, Data Science Research Center
Computer Science
Machine Learning
Data Science
medical informatics and bioinformatics
cyber security
complex networks
combinatorial optimization

Mei Si

Games and Simulation Arts and Sciences
Embodied Conversational Agent
Interactive Narrative
Emotion Modeling
Emotion Detection
Virtual/Augmented Reality
Multi-agent System

Jennifer Pazour

Industrial and Systems Engineering
supply chains
logistics
operations research
service systems
distribution
sharing economy
peer-to-peer resource sharing systems
transportation
material handling
on-demand systems
facility logistics
warehousing
collaborative logistics

Francine Berman

Edward P. Hamilton Distinguished Professor of Computer Science
Computer Science
Data Policy and Cyberinfrastructure
Data Preservation and Stewardship
High Performance Computing
Grid Computing

Johnson Samuel

Associate Professor
Mechanical Aerospace and Nuclear Engineering
Micro-manufacturing Processes: Micro-milling/drilling, Micro-EDM and Micro-ECM
Biomedical manufacturing: Patient-specific bone surgery, Carie removal, surgeon training
Additive Manufacturing (3D Printing): Fiber-reinforced soft composites, Surgeon training phantoms
Electrospinning: Multi-material fibers, yarns, coatings and textiles
Engineering education

Lirong Xia

Associate Professor
Computer Science
computational social choice
game theory
mechanism design
machine learning
decision making under uncertainty
prediction markets

Malik Magdon-Ismail

Computer Science
Learning from Data; theory and applications.
Computational Finance
Social and Communication Networks; Hidden Groups.
Inference and Search on Volunteer Computing Platforms
Collective Wisdom in Multi-agent Systems; Prediction Markets.

Deepak Vashishth

Director of Center for Biotechnology & Interdisciplinary Studies and Professor
Biomedical Engineering
Bone
osteoporosis
Tissue Engineering
Regenerative Medicine
Glycation
Diabetes
Glycation
Osteocalcin
Osteopontin
Collagen
Fracture
entrepreneurship
biotechnology

William Wallace

Yamada Corporation Professor, Industrial & Systems Engineering Acting Department Head
Industrial and Systems Engineering
Resilient Communities, Infrastructure
Ethics in Modeling, Agent-Based Modeling
Social Media

Rick Relyea

David M. Darrin ’40 Senior Endowed Chair; Director, Darrin Fresh Water Institute; Director, Jefferson Project
Biological Sciences
Ecology
Disease ecology
Ecotoxicology
Evolution
Animal behavior

Peter Fox

Tetherless World Constellation Chair
Earth and Environmental Sciences
Environmental informatics
Data Science
Semantic eScience
Materials Informatics
Data Analytics
Astrobiology

Curt Breneman

Dean of the School of Science, Professor
Chemistry and Chemical Biology
Cheminformatics
Materials Informatics
Drug Discovery Software
Computational ADME/Tox
Data Analytics

Kristin Bennett

Associate Director of the IDEA
Mathematical Sciences
Machine Learning, Data Mining, Data Science
Bioinformatics and Cheminformatics
Combining operations research and artificial intelligence problem solving methods.
Mathematical programming approaches to problems in artificial intelligence such as machine learning, neural networks, pattern recognition, and planning.
Application of these techniques to medical, financial and scientific problems.
Mathematical programming approaches to other areas in computer sciences such as genetic algorithms and database query optimization.
Innovative pedagogy in data analytics education.