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approaches from cell and developmental biology, evolutionary biology, and ecology with physical functional analyses based on bio-photonics, -thermodynamics, and -mechanics. We create structural variations
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: Research should be performed in the fields of regenerative medicine , developmental and evolutionary neuroscience, stem cell biology and pathophysiology of brain diseases (The Kawasaki lab). https
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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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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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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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application. Keywords：Microbiology, Metabolism, Enzyme, Synthetic Biology, Evolutionary Biology * details of the business RIKEN is Japan's largest and most comprehensive research organization for basic and
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mathematical and computational ideas and methods. Current iTHEMS members' research focus is very diverse, and includes circadian rhythm, evolutionary biology, ecology, genetics, biological engineering
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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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, AI & XR Applications, Intelligent Mechanical Systems, Electrical Circuits II, Data Structures and Algorithms, Speech Engineering, Multimodal Interaction Theory, System Design Engineering Experiment II