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 |
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Shunxing BaoResearch Focus: Big data management, Biomedical informatics, Medical image analysisIntellectual 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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Thomas BeckersResearch Focus: Closing the gap between machine learning and control theory to develop new algorithms towards safe, robust, and intelligent control of complex systemsIntellectual 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: 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 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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Tony 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 |
Tyler DerrResearch Focus: Data mining, social network analysis, graph representation learning, data science for social goodIntellectual Neighborhoods: Big Data Science and Engineering | 10 | |
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Abhishek DubeyResearch Focus: Decision Procedures, Big Data, Cyber-Physical Systems, Smart-Cities, Machine Learning, Distributed SystemsIntellectual 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 FranceResearch Focus: Health systems engineering, relationships between care delivery, provider performance, and patient safetyIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Aniruddha GokhaleResearch Focus: Cloud/Edge Computing; Fault tolerant and real-time computing; 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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Yu HuangResearch Focus: Software Engineering, Human Factors, Medical Imaging, Eye Tracking, Mobile Sensing, Open Source Software, Software-hardware Co-designIntellectual Neighborhoods: Big Data Science and Engineering | 10 |
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Yuankai HuoResearch Focus: Biomedical data representation, biomedical image processing, machine learning, data scienceIntellectual 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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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 |
Michael MigaResearch 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 | |
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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 RogersResearch 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 |
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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 |
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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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Ahmad F. TahaResearch 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 |
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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; metabolic flux analysis; diabetes, obesity and metabolic disorders; cancer and immune cell metabolism; photosynthesis research; cell culture engineeringIntellectual Neighborhoods: Big Data Science and Engineering | 10 |