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Kagan Tumer Autonomous robots, multi-robot coordination, multiagent learning |
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Julie A. Adams Human-robot teaming, distributed autonomy, coalition formation and planning, swarms |
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Thomas G. Dietterich Machine learning, intelligent systems |
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Bill Smart Human-robot interaction, assistive robotics, long-term autonomy, machine learning for robotics, software architectures for robotics |
Houssam Abbas Verification, testing, and reliability of software/hardware systems |
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Ravi Balasubramanian Robotic manipulation, robotic hands |
Belinda Batten Computational modeling, optimal and robust control, marine energy |
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Rakesh Bobba Security for distributed and networked cyber-physical infrastructures |
Joe Davidson Agricultural robotics, robotic manipulation, multi-functional materials |
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Patrick Donnelly Deep learning from non-speech audio, educational data mining from audio, large imbalanced datasets, machine learning in the musical domain |
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Alan Fern Artificial intelligence, automated planning/control |
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Xiaoli Fern Machine learning, data mining |
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Naomi T. Fitter Haptics, socially assistive robotics, robots in the arts |
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Xiao Fu Topic modeling, large-scale structured matrix/tensor factorization algorithms, multiview analysis, canonical correlation analysis, hyperspectral imaging |
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Cindy Grimm Computer graphics, human-computer interaction |
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Ross Hatton Geometric mechanics, locomotion, snake robots |
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David Hendrix Motif finding, non-coding RNA structure & function analysis, apps of machine learning to computational biology, deep sequencing data analysis |
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Geoff Hollinger Aerial vehicles, marine robotics, motion planning, robot learning |
Sanghyun Hong Security, privacy, machine learning |
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Liang Huang Natural language processing, structure machine learning |
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Jonathan Hurst Legged robots, passive dynamics |
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Rebecca Hutchinson Latent variable models, semi-parametric methods, network analysis, model evaluation strategies, with applications in ecology |
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Matthew Johnston Biosensor and bioelectronic platforms, massively-parallel sensing |
Minsuk Kahng Human-centered AI, data visualization, interpretable machine learning, visual analytics for deep learning, human-computer interaction, databases, data mining |
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Heather Knight Human-robot interaction, minimal social robots, entertainment robots |
Stefan Lee Computer vision, natural language processing, machine learning |
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Fuxin Li Computer vision, machine learning, object recognition, scene understanding |
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Yiğit Mengüç Bio-inspired mechanisms, soft robotics |
Karthika Mohan Causal inference, graphical models, AI safety |
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Raviv Raich Adaptive sensing/sampling, manifold learning |
Stephen Ramsey Machine learning, computational systems biology, bioinformatics, integrative computational methods to map gene regulatory networks |
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Sandhya Saisubramanian Automated planning, reinforcement learning, safe and reliable AI |
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Burak Sencer Advanced manufacturing, precision motion control, optimal trajectory generation, intelligent machining |
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Prasad Tadepalli Artificial intelligence, machine learning, automated planning |
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Arash Termehchy Database systems, large-scale and usable data analytics, human-aware databases, heterogeneous data exploration and analytics |
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Sinisa Todorovich Object recognition, region / shape matching, texture, video object segmentation, stochastic image grammars |
Kiri Wagstaff Machine learning, interpretable models, novelty detection, science applications |
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Huazheng Wang Machine learning, reinforcement learning, information retrieval, data mining |
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Weng-Keen Wong Machine learning, anomaly detection, human-in-the-loop learning |
Roberto Albertani Biological flight mechanics, dynamically actuated wings (flapping, heaving, pitching, translating) |
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Jack Barth Coastal ocean dynamics, coastal marine ecosystems |
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Matt Campbell Mechanical design, computational geometry
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Lizhong Chen CPU and GPU architecture, high-performance computing systems, data centers, interconnection networks |
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Edward P. Dever Cross-shelf exchange processes, the analysis and prediction of Lagrangian transport, air-sea interaction |
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Konstantinos Goulas Catalytic microcombustors, miniature power devices |
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Burke Hales Coastal ocean carbon cycles, ocean acidification monitoring and experimentation, measurement and experimental manipulation technology |
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Christopher Hoyle Optimization, decision-based design, uncertainty quantification |
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V. John Mathews Nonlinear and adaptive signal processing |
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Jonathan Nash Physics of ocean mixing |
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Camille Palmer Nuclear security, international safeguards verification, radiation transport |
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John Parmigiani Machine design, computational and experimental mechanics |
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Brian Paul Manufacturing, joining and deposition, precision bonding for microsystem packaging |
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David Porter Modeling, analysis and performance evaluation of information systems |
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Clare Reimers Benthic biogeochemical exchange dynamics on the Oregon shelf, aquatic eddy covariance methods, microbial fuel cells and energy harvesting from redox potential gradients at the seafloor |
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Bryson Robertson Wave, tidal and offshore wind energy resource assessments, optimizing energy harvesting technologies, and numerically integrating marine power into the electrical grid |
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Kipp Shearman Physical processes in the coastal ocean |
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James Sweeney Neuromuscular Stimulation Systems, Biomechanics, Rehabilitation Engineering |
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Jason Weiss Construction, Concrete Materials, Durability, Service Life Prediction, Non-Destructive Testing |
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Michael Wing Geomatics, remote sensing, precision forestry, spatial statistics |