THE UNIVERSITY OF OSAKA
Graduate School of Engineering
Department of Applied Physics
Ono Laboratory
About
Ono Lab. focuses on developing advanced measurement and analysis techniques using quantum beams such as X-rays and neutrons, in combination with informatics technology. Our projects include X-ray microscopy for multi-scale characterization, machine learning-aided data analysis, laboratory automation, and AI optimization of experimental parameters.
Join us! Ono Lab. accepts students of School / Graduate School of Engineering.
News
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MemberThe 2026 autumn doctoral degree conferment ceremony was held. Yusaku Nakajima was awarded a Ph.D. in Engineering.
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Research
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Autonomous Laboratory
We robotize and automate challenging materials science processes — powder handling, mixing, coating — combining robotic precision with expert tacit knowledge to build fully autonomous experimental systems.
Mathematical Modeling for Autonomous Experimentation
We build the theoretical foundations for autonomous experimentation — Bayesian experimental design, optimal design, and optimal stopping — alongside physics-based models for optimal measurement and process control.
Materials Informatics
We apply AI and machine learning to large-scale quantum-beam datasets to map material space and uncover hidden properties, and develop inverse design models to discover new materials from desired specifications.