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of the recruitment and description of the project Department of System Design ,Faculty of Robotics and Design, Osaka Institute of Technology https://www.oit.ac.jp/ [Work content and job description] Sensor Engineering
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the development of high-performance sensors, quantum computers, and spintronics devices using atomically thin materials, organic/inorganic hybrid materials, topological materials, and more. The successful candidate
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(Field Programmable Gate Arrays), and sensor devices, as well as the firmware installed on these devices. Examples of research themes: ・Vulnerability verification Technologies for IoT devices ・Technologies
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various processes in modern machine learning, including learning, inference, and generation. In particular, we are working to establish novel theories and algorithms that enhance the efficiency
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, 2022) and extended this to the triple equivalence between neural dynamics, Bayesian inference, and algorithmic computation (Commun Phys, 2025). -We validated it within in vitro neural networks (Nature
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intelligence, deep learning, media data processing including images and videos, etc., including their applied fields) B) Optimization and related fields (optimization algorithms, mathematical optimization
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quantum information, develop techniques for quantum control and measurement, build quantum computing hardware and software, and explore novel applications. Our main interest is to propose quantum algorithms
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algorithms, system design, discrete mathematics and optimization, machine learning, natural language processing, generative AI, and AI engineering. Candidates must have some proven research record and/or
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to enhance education and research in the department. [Work content and job description] Our research aims to develop small, highly sensitive bio- or gas-sensors that can be used on-site to detect diseases
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scientific drilling vessel Chikyu, including borehole optical fiber strainmeters, borehole pore pressure sensors, and other instruments. In parallel, we are applying state-of-the-art fiber-optic sensing