Big Data Science and Engineering Faculty | People | School of Engineering | Vanderbilt University Skip to main content

Intellectual Neighborhood

Big Data Science and Engineering Faculty

Mark Abkowitz

Research Focus: Risk management, risk assessment, infrastructure resilience, freight transportation, spatial analysis, disaster preparedness
Intellectual Neighborhoods: Big Data Science and Engineering
10

Shilo Anders

Research Focus: Human factors engineering, cognitive systems engineering and human-system interaction, healthcare informatics
Intellectual Neighborhoods: Big Data Science and Engineering
10

Shunxing Bao

Research Focus: Big data management, Biomedical informatics, Medical image analysis
Intellectual Neighborhoods: Big Data Science and Engineering
10

Hiba Baroud

Research Focus: critical infrastructure systems modeling, risk analysis, statistical modeling, risk-informed decision analysis, resilience monitoring
Intellectual Neighborhoods: Big Data Science and Engineering
10

Thomas Beckers

Research Focus: Closing the gap between machine learning and control theory to develop new algorithms towards safe, robust, and intelligent control of complex systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Matthew Berger

Research Focus: Data visualization, machine learning, computer vision, geometry processing
Intellectual Neighborhoods: Big Data Science and Engineering
10

Gautam Biswas

Research Focus: Model- and Data-Driven methods for Monitoring, Control, Diagnostics, Prognostics, and Fault tolerance in Cyber Physical Systems, Reinforcement Learning, Intelligent Learning Environments, Learning Analytics, Integrated Planning, Scheduling, Control, and Resource Allocation for Complex systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Robert Bodenheimer

Research Focus: Virtual Environments, Computer Animation, Computer Graphics
Intellectual Neighborhoods: Big Data Science and Engineering
10

Janey Camp

Research Focus: Spill management information system, geographic information system mapping, impacts of climate change on civil infrastructure
Intellectual Neighborhoods: Big Data Science and Engineering
10

Tony Capra

Research Focus: Addressing problems in genetics, evolution, and biomedicine.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Catie Chang

Research Focus: Functional neuroimaging techniques and applications; signal processing and computational analysis
Intellectual Neighborhoods: Big Data Science and Engineering
10

Peter Cummings

Research Focus: Molecular modeling of fluids, computational nanoscience, molecular rheology of lubricants, mathematical modeling of biological systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Benoit Dawant

Research Focus: Medical image processing and analysis, image registration, image segmentation, image-guided surgery.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Tyler Derr

Research Focus: Data mining, social network analysis, graph representation learning, data science for social good
Intellectual Neighborhoods: Big Data Science and Engineering
10

Abhishek Dubey

Research Focus: Decision Procedures, Big Data, Cyber-Physical Systems, Smart-Cities, Machine Learning, Distributed Systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Douglas Fisher

Research Focus: Artificial Intelligence, particularly machine learning.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Daniel France

Research Focus: Health systems engineering, relationships between care delivery, provider performance, and patient safety
Intellectual Neighborhoods: Big Data Science and Engineering
10

Aniruddha Gokhale

Research Focus: Cloud/Edge Computing; Fault tolerant and real-time computing; cyber physical systems; model driven engineering
Intellectual Neighborhoods: Big Data Science and Engineering
10

Jesus Gomez-Velez

Research Focus: Environmental flow and transport, groundwater-surface water interactions, watershed hydrology, analytical and numerical modeling, data mining and assimilation
Intellectual Neighborhoods: Big Data Science and Engineering
10

Yu Huang

Research Focus: Software Engineering, Human Factors, Medical Imaging, Eye Tracking, Mobile Sensing, Open Source Software, Software-hardware Co-design
Intellectual Neighborhoods: Big Data Science and Engineering
10

Yuankai Huo

Research Focus: Biomedical data representation, biomedical image processing, machine learning, data science
Intellectual Neighborhoods: Big Data Science and Engineering
10

Julie Johnson

Research Focus: Graph algorithms, CS Education Research
Intellectual Neighborhoods: Big Data Science and Engineering
10

Gabor Karsai

Research Focus: Model-driven software and system development, model-integrated computing, distributed and resilient software platforms, verification and assurance of autonomous systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Xenofon Koutsoukos

Research Focus: Hybrid and embedded systems, cyber-physical systems, sensor networks
Intellectual Neighborhoods: Big Data Science and Engineering
10

Maithilee Kunda

Research Focus: Artificial intelligence, computational cognitive systems, interactive tools for education and assessment, technology and autism
Intellectual Neighborhoods: Big Data Science and Engineering
10

Bennett Landman

Research Focus: Magnetic resonance imaging & statistical analysis with emphasis on medical imaging.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Haoxiang Luo

Research Focus: Computational fluid dynamics, biofluids, fluid-structure interaction, microfluidics; biomimetic aerial/underwater vehicles, biomedical flows.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Ilwoo Lyu

Research Focus: Computer vision, surface registration, computational neuroanatomy, shape analysis
Intellectual Neighborhoods: Big Data Science and Engineering
10

Sankaran Mahadevan

Research Focus: Structural mechanics, materials durability, reliability and risk engineering, structural health diagnosis and prognosis, computational model uncertainty, optimization under uncertainty.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Michael Miga

Research Focus: Image-guided surgery and intervention, computational modeling for therapeutic applications, soft-tissue mechanics, biotransport, and inverse problems in therapeutics and imaging.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Himanshu Neema

Research Focus: Heterogeneous simulation integration, modeling and simulation, cloud computing, model-integrated computing, design-space exploration, artificial intelligence, planning and scheduling
Intellectual Neighborhoods: Big Data Science and Engineering
10

Sandeep Neema

Research Focus: Embedded systems, design-space exploration, model integrated computing
Intellectual Neighborhoods: Big Data Science and Engineering
10

Gregor Neuert

Research Focus: Quantitative Systems Biology of signal transduction and gene regulation of coding and non-coding RNA
Intellectual Neighborhoods: Big Data Science and Engineering
10

Ipek Oguz

Research Focus: Medical image analysis, image segmentation, machine learning, image registration
Intellectual Neighborhoods: Big Data Science and Engineering
10

Caglar Oskay

Research Focus: Multiscale computational failure modeling of solids and structures, life prediction and performance assessment of structures, computational modeling of composites and other heterogeneous materials, modeling of multiphysics systems
Intellectual Neighborhoods: Big Data Science and Engineering
10

Padma Raghavan

Research Focus: enhancing the parallel performance, energy efficiency and reliability of computations that involve high-dimensional sparse and unstructured data including matrices, and graphs
Intellectual Neighborhoods: Big Data Science and Engineering
10

Baxter Rogers

Research Focus: Neuroimaging analysis, with a focus on developing and applying image processing methods for functional and structural MRI.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Mikail Rubinov

Research Focus: Integrative statistical models of big neuroscience networks, evolutionary principles of brain network organization, information transfer in neural systems, neuropsychiatric connectivity phenotypes
Intellectual Neighborhoods: Big Data Science and Engineering
10

Douglas Schmidt

Research Focus: Mobile cloud computing, distributed real-time and embedded middleware, cyber-physical systems, software patterns and frameworks, and digital learning
Intellectual Neighborhoods: Big Data Science and Engineering
10

Jeremy Spinrad

Research Focus: graph algorithms
Intellectual Neighborhoods: Big Data Science and Engineering
10

Keivan Stassun

Research Focus: Data visualization; data science, machine learning and artificial intelligence; small satellites; neurodiversity inspired science and engineering
Intellectual Neighborhoods: Big Data Science and Engineering
10

Janos Sztipanovits

Research Focus: Embedded software, Structurally adaptive systems, Model-integrated computing
Intellectual Neighborhoods: Big Data Science and Engineering
10

Ahmad F. Taha

Research Focus: Dynamic networks and cyber-physical systems sciences; Sustainable power systems control, operation, and planning; Water distribution networks control and optimization; Transportation systems state estimation and feedback control problems; Cyber-security of power grids, water networks, and global positioning system (GPS)
Intellectual Neighborhoods: Big Data Science and Engineering
10

Hamp Turner


Intellectual Neighborhoods: Big Data Science and Engineering
10

Eugene Vorobeychik

Research Focus: Adversarial machine learning and data mining, data-driven agent-based modeling, economics of data sharing, game theoretic modeling of security and privacy, cyber-physical system security.
Intellectual Neighborhoods: Big Data Science and Engineering
10

Robert Weller

Research Focus: Radiation effects in semiconductor devices and materials, computer simulation of radiation effects and semiconductor devices, thin film materials and nanostructures
Intellectual Neighborhoods: Big Data Science and Engineering
10

Jules White


Intellectual Neighborhoods: Big Data Science and Engineering
10

Jamey Young

Research Focus: Metabolic engineering; metabolic flux analysis; diabetes, obesity and metabolic disorders; cancer and immune cell metabolism; photosynthesis research; cell culture engineering
Intellectual Neighborhoods: Big Data Science and Engineering
10