Summary
Ono Lab. focuses on developing advanced 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.
Research topics
1. Development of nano-characterization techniques using quantum beams
2. Re-investigation of measurement and analysis techniques with the aid of AI/machine learning
3. Development of autonomous materials science laboratory using robots and AI
4. Basic research of materials informatics
We aim to understand physical phenomena in novel nanomaterials and nanodevices by using nano-characterization techniques using quantum beams such as X-ray and neutron beams.
We aim to propose a new measurement and analysis technique with AI/machine learning, and reveal buried information of materials.
We aim to realize a next-generation research laboratory in which humans and AI / robots cooperate, using machine learning and statistical analysis.