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and description of the project To fill capacity [Work content and job description] (1)Research Field: Areas related to fundamental theory of informatics and its applications (e.g., algorithms
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framework for developing advanced IT professionals. AI is inherently data-driven, shaped by large-scale, high-quality data and algorithms that efficiently learn from it. Data engineering and statistical
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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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of concepts from quantum information to quantum materials; algorithmic aspects of quantum computing; topological aspects of magnetism; connections between condensed matter and high-energy physics
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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