Yuta Suzuki

Profile Information

Degree: Doctor of Science(Mar, 2022, The Graduate University for Advanced Studies)

粉末X線回折、X線吸収分光を中心とした材料計測データの高速な解析技術の開発と、データからの知識発見に関する研究に取り組んでいます。

Self-supervised learning of materials concepts from crystal structures via deep neural networks.

Yuta Suzuki, Tatsunori Taniai, Kotaro Saito, Yoshitaka Ushiku, Kanta Ono

Mach. Learn. Sci. Technol., 3(4) 45034-45034, Dec, 2022
Symmetry prediction and knowledge discovery from X-ray diffraction patterns using an interpretable machine learning approach

Yuta Suzuki, Hideitsu Hino, Takafumi Hawai, Kotaro Saito, Masato Kotsugi, Kanta Ono

SCIENTIFIC REPORTS, 10(1), Dec, 2020 Peer-reviewedLead author
Automated crystal structure analysis based on blackbox optimisation

Yoshihiko Ozaki, Yuta Suzuki, Takafumi Hawai, Kotaro Saito, Masaki Onishi, Kanta Ono

NPJ COMPUTATIONAL MATERIALS, 6(1), Jun, 2020 Peer-reviewed

ブラックボックス最適化を用いたリートベルト解析の自動化

鈴木雄太, 鈴木雄太, 尾崎嘉彦, 尾崎嘉彦, 羽合孝文, 斉藤耕太郎, 斉藤耕太郎, 大西正輝, 小野寛太, 小野寛太

日本放射光学会年会・放射光科学合同シンポジウム(Web), 34th, 2021
Applications of Bayesian Optimization

鈴木雄太, 尾崎嘉彦

電子情報通信学会技術研究報告(Web), 120(395(IBISML2020 34-61)), 2021
Machine learning applications for data analysis in quantum beam experiments

鈴木雄太, 鈴木雄太, 小野寛太, 小野寛太

日本表面真空学会学術講演会要旨集(Web), 2020, 2020

Automated Lattice Constant Estimation of X-ray Diffraction by Ensemble Learning

Yuta Suzuki, Hideitsu Hino, Takafumi Hawai, Masato Kotsugi, Kanta Ono

The 5th International Conference on Electronic Materials and Nanotechnology for Green Environment, Nov 11, 2018
Machine Learning-based Crystal Structure Prediction for X-Ray Microdiffraction

Yuta Suzuki, Hideitsu Hino, Yasuo Takeichi, Takafumi Hawai, Masato Kotsugi, Kanta Ono

The 14th International Conference on X-Ray Microscopy, Aug 24, 2018
Extraction of Physical Parameters from X-ray Spectromicroscopy Data Using Machine Learning

Yuta Suzuki, Hideitsu Hino, Tetsuro Ueno, Yasuo Takeichi, Masato Kotsugi, Kanta Ono

The 14th International Conference on X-Ray Microscopy, Aug 24, 2018
Classification of Crystal Structure from X-ray Diffraction Patterns using Machine Learning

Yuta Suzuki, Masato Kotsugi, Hideitsu Hino, Kanta Ono

The 13th International Conference on Synchrotron Radiation Instrumentation, Jun 11, 2018
Estimation of Physical Parameters using Dimensionality Reduction of X-Ray Absorption Spectra

Yuta Suzuki, Masato Kotsugi, Hideitsu Hino, Kanta Ono

The 13th International Conference on Synchrotron Radiation Instrumentation, Jun 11, 2018
Comparison of similarity measures in x-ray absorption spectra for automated physical property estimation

Yuta Suzuki, Masato Kotsugi, Hideitsu Hino, Kanta Ono

The 8th International Symposium on Surface Science, Oct 23, 2017

機械学習と材料データベースを活用したハイスループット計測データの自動解析

科学研究費助成事業特別研究員奨励費, 特別研究員奨励費, 日本学術振興会, Apr, 2019 - Mar, 2022

鈴木雄太
Development of Data Analysis Method for On-the-fly Crystal System Prediction

ACT-i, Japan Science and Technology Agency, Oct, 2018 - Mar, 2020

YutaSuzuki