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, architectures, and algorithms. Specifically, we investigate energy-efficient computer architecture for machine learning based on novel devices and computing principles, device-aware machine learning algorithms
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protection and defense against cyberattacks --- has become critically important. These research areas encompass both the foundations of informatics—such as theoretical analysis and algorithm design—and the
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, AI & XR Applications, Intelligent Mechanical Systems, Electrical Circuits II, Data Structures and Algorithms, Speech Engineering, Multimodal Interaction Theory, System Design Engineering Experiment II
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, infrastructure maintenance and management (especially, infrastructure maintenance and management), development of data processing methods (various algorithms, DB, etc.), web system development and programming
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and developing/improving the algorithm for estimating radiative fluxes and heating rates. The candidate will also conduct observational analysis to diagnose physical processes of cloud, precipitation
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novel algorithms of model predictive control (MPC) for both linear and nonlinear systems and applying them to vehicle control, including self-driving cars, drones, and wheelchairs. Active scholars who
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] Subject Areas: Biology / Evolutionary Game Theory Social Sciences / Computational Social Sciences Applied Mathematics / Applied Mathematics and Statistics Network Science Natural Sciences (more