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
	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
	Matthew Berger Research Focus: Data visualization, machine learning, computer vision, geometry processing 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
	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
	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
	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
	Yuankai Huo Research Focus: Medical image processing, machine learning, deep learning on medical image computing, big image data analysis 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
	Zheng Li Research Focus: Fluid structure interaction, bio-inspired process, computational fluid dynamics, multiscale transport phenomena, thermal management, vortex dynamics 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
	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 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
	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
	Manav Vohra Research Focus: Optimal Experimental Design for Bayesian Calibration, Validation, and Quantification of Uncertainties in predictions of computational models for physical systems and engineering applications. 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