Yui Hayashi
Affiliations
- 4/2018 – 3/2022: Undergraduate Course, Department of Physics, Faculty of Science and Engineering, Tokyo University of Science.
- 4/2022 – 3/2024: Master's Course, Graduate School of Frontier Science, Department of Complexity and Engineering, The University of Tokyo.
- 4/2024 – Present: Doctoral Course, Graduate School of Frontier Science, Department of Complexity and Engineering, The University of Tokyo.
- 9/2023 - Present: CEO of a.s.ist Inc. .
Self-Introduction
I am deeply immersed in data-driven scientific research, using the Bayesian approach to explore physical properties through experiments. My current focus is on the Bayesian analysis of the Small-Angle Scattering data.
Additionally, I am the CEO of a.s.ist Inc., dedicated to the research and development of Bayesian data analysis.
Published Papers
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Bayesian Inference for Small-Angle Scattering Data", J. Phys. Soc. Jpn. 92, 094002 (2023).
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Quantitative Selection of Sample Structures in Small-Angle Scattering Using Bayesian Methods", submitted to Journal of Applied Crystallography (2024), https://arxiv.org/pdf/2401.10466.pdf.
Invited Lectures
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Bayesian Estimation of Sample Parameters Using Small-Angle Scattering Measurement Data", Presented at the 88th SPring-8 Advanced Technology Workshop / The 4th Data-Driven Science for Advanced Data Analysis: Bayesian Measurement, SACLA Experimental Research Building Conference Room, Hybrid Web Event, 2023.
Conference/Symposium Presentations
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Bayesian Inference for Small-Angle Scattering Data", Information-Based Induction Sciences and Machine Learning (IBIS2022), TSUKUBA International Congress Center, Room 2-010, November 2022.
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Bayesian Inference for Small-Angle Scattering Data", The Physical Society of Japan 2023 Spring Meeting, Session 24aL3-12, Online Event, March 2023.
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, "Selection of Sample Structures in Small-Angle Scattering Experiments Using a Bayesian Approach", Presented at the 78th Annual Meeting of the Physical Society of Japan, Tohoku University, September 2023.
Award
- Yui Hayashi, Shun Katakami, Shigeo Kuwamoto, Kenji Nagata, Masaichiro Mizumaki, and Masato Okada, 6th Data Science Contest, Center for Mathematical and Information Sciences Education and Research, University of Tokyo. Grand Prize awarded to the team a.s.ist Inc., September 2024. http://www.mi.u-tokyo.ac.jp/contest2023.html
Contact
- Email : hayashi@mns.k.u-tokyo.ac.jp
- Facebook : Yui Hayashi