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

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

Gautam Biswas

Research Focus: Modeling and analysis of Cyber Physical Systems, Model-based Diagnosis, Data Mining for Diagnosis, Intelligent Learning Environments, Educational Data Mining, 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

John Capra

Research Focus: Addressing problems in genetics, evolution, and biomedicine.
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

Douglas Fisher

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

Daniel France


Intellectual Neighborhoods: Big Data Science and Engineering
10

Aniruddha Gokhale

Research Focus: Fault tolerant and real-time middleware; cyber physical systems; model driven engineering
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-based visual programming environments, Model transformations and system synthesis, Integrated software and systems engineering, Complex systems and their formal models
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

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

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

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


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

Anders Shilo

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

Jeremy Spinrad

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

Hongyang Sun

Research Focus: Green computing, thermal-aware computing, resilience, fault tolerance, cloud computing, distributed computing systems and applications, memory-bound or I/O-bound computations, cache efficiency
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

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; systems biology; diabetes, obesity and metabolic disorders; tumor metabolism; autotrophic metabolism; cell culture engineering
Intellectual Neighborhoods: Big Data Science and Engineering
10

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Intellectual Neighborhoods