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