Intellectual Neighborhood
Big Data Science and Engineering Faculty
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Mark AbkowitzResearch Focus: Risk management, risk assessment, infrastructure resilience, freight transportation, spatial analysis, disaster preparednessIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Shilo AndersResearch Focus: Human factors engineering, cognitive systems engineering and human-system interaction, healthcare informaticsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
Hiba BaroudResearch Focus: critical infrastructure systems modeling, risk analysis, statistical modeling, risk-informed decision analysis, resilience monitoringIntellectual Neighborhoods: Big Data Science and Engineering | 10 | |
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Matthew BergerResearch Focus: Data visualization, machine learning, computer vision, geometry processingIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Gautam BiswasResearch 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 systemsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Robert BodenheimerResearch Focus: Virtual Environments, Computer Animation, Computer GraphicsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Janey CampResearch Focus: Spill management information system, geographic information system mapping, impacts of climate change on civil infrastructureIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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John CapraResearch Focus: Addressing problems in genetics, evolution, and biomedicine.Intellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Catie ChangResearch Focus: Functional neuroimaging techniques and applications; signal processing and computational analysisIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Peter CummingsResearch Focus: Molecular modeling of fluids, computational nanoscience, molecular rheology of lubricants, mathematical modeling of biological systemsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Benoit DawantResearch Focus: Medical image processing and analysis, image registration, image segmentation, image-guided surgery.Intellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Douglas FisherResearch Focus: Artificial Intelligence, particularly machine learning.Intellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Daniel FranceIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Aniruddha GokhaleResearch Focus: Fault tolerant and real-time middleware; cyber physical systems; model driven engineeringIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Jesus Gomez-VelezResearch Focus: Environmental flow and transport, groundwater-surface water interactions, watershed hydrology, analytical and numerical modeling, data mining and assimilationIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Yuankai HuoResearch Focus: Medical image processing, machine learning, deep learning on medical image computing, big image data analysisIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Julie JohnsonResearch Focus: Graph algorithms, CS Education ResearchIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Gabor KarsaiResearch Focus: Model-driven software and system development, model-integrated computing, distributed and resilient software platforms, verification and assurance of autonomous systemsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
Xenofon KoutsoukosResearch Focus: Hybrid and embedded systems, cyber-physical systems, sensor networksIntellectual Neighborhoods: Big Data Science and Engineering | 10 | |
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Maithilee KundaResearch Focus: Artificial intelligence, computational cognitive systems, interactive tools for education and assessment, technology and autismIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Bennett LandmanResearch Focus: Magnetic resonance imaging & statistical analysis with emphasis on medical imaging.Intellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Zheng LiResearch Focus: Fluid structure interaction, bio-inspired process, computational fluid dynamics, multiscale transport phenomena, thermal management, vortex dynamicsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Haoxiang LuoResearch Focus: Computational fluid dynamics, biofluids, fluid-structure interaction, microfluidics; biomimetic aerial/underwater vehicles, biomedical flows.Intellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Ilwoo LyuResearch Focus: Computer vision, surface registration, computational neuroanatomy, shape analysisIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Sankaran MahadevanResearch 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 |
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Michael MigaResearch Focus: Detection, diagnosis, characterization, and treatment of disease through the integration of computational models into research and clinical practiceIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Himanshu NeemaResearch Focus: Heterogeneous simulation integration, modeling and simulation, cloud computing, model-integrated computing, design-space exploration, artificial intelligence, planning and schedulingIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Sandeep NeemaResearch Focus: Embedded systems, design-space exploration, model integrated computingIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Gregor NeuertResearch Focus: Quantitative Systems Biology of signal transduction and gene regulation of coding and non-coding RNAIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Ipek OguzResearch Focus: Medical image analysis, image segmentation, machine learning, image registrationIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Caglar OskayResearch 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 systemsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Padma RaghavanResearch Focus: enhancing the parallel performance, energy efficiency and reliability of computations that involve high-dimensional sparse and unstructured data including matrices, and graphsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Baxter RogersIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Mikail RubinovResearch Focus: Integrative statistical models of big neuroscience networks, evolutionary principles of brain network organization, information transfer in neural systems, neuropsychiatric connectivity phenotypesIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Douglas SchmidtResearch Focus: Mobile cloud computing, distributed real-time and embedded middleware, cyber-physical systems, software patterns and frameworks, and digital learningIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Jeremy SpinradResearch Focus: graph algorithmsIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Keivan StassunResearch Focus: Data visualization; data science, machine learning and artificial intelligence; small satellites; neurodiversity inspired science and engineeringIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
Hongyang SunResearch Focus: High-performance computing, computational data science, cloud/edge-computing, resource scheduling, fault tolerance, energy efficiency, algorithms, performance modeling and optimizationIntellectual Neighborhoods: Big Data Science and Engineering | 10 | |
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Janos SztipanovitsResearch Focus: Embedded software, Structurally adaptive systems, Model-integrated computingIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Hamp TurnerIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Eugene VorobeychikResearch 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 |
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Robert WellerResearch Focus: Radiation effects in semiconductor devices and materials, computer simulation of radiation effects and semiconductor devices, thin film materials and nanostructuresIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Jules WhiteIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Jamey YoungResearch Focus: Metabolic engineering; systems biology; diabetes, obesity and metabolic disorders; tumor metabolism; autotrophic metabolism; cell culture engineeringIntellectual Neighborhoods: Big Data Science and Engineering | 10 |