SHIBATA KIYOU 柴田基洋

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Shibata Kiyou 柴田基洋

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Researcher Number	40780151
Other IDs	https://orcid.org/0000-0002-0639-5408
Affiliation (Current)	2024: 東京大学, 生産技術研究所, 助教
Affiliation (based on the past Project Information) *help	2019 – 2024: 東京大学, 生産技術研究所, 助教 2018: 国立研究開発法人理化学研究所, 創発物性科学研究センター, 基礎科学特別研究員
Review Section/Research Field	Principal Investigator Basic Section 26010:Metallic material properties-related / Basic Section 29010:Applied physical properties-related Except Principal Investigator Science and Engineering
Keywords	Principal Investigator 材料探索 / マテリアルズインフォマティクス / 第一原理計算 / 機械学習 / 電子状態 / 電子線 / スピントロニクス / 測定手法 / 電子線偏向 / 磁性体 / マイクロマグネティックシミュレーション / 磁気ダイナミクス / 透過型電子顕微鏡 … More Except Principal Investigator … More インフォマティックス / ナノ計測 / シミュレーション / 情報科学 / 透過型電子顕微鏡 / 機械学習 / 転位 / 表面 / 界面 / 機能コア Less

Predicting physical properties through machine learning utilizing electronic states for materials designPrincipal Investigator
- Principal Investigator
  
  柴田基洋
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 26010:Metallic material properties-related
- Research Institution
  The University of Tokyo
Computational design of functional core using informatics approaches
- Principal Investigator
  
  溝口照康
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  The University of Tokyo
Observation of micro-second magnetic dynamics by electron deflectionsPrincipal Investigator
- Principal Investigator
  
  Shibata Kiyou
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 29010:Applied physical properties-related
- Research Institution
  The University of Tokyo
  Institute of Physical and Chemical Research

All 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Quantification of the Properties of Organic Molecules Using Core-Loss Spectra as Neural Network Descriptors2022
- Author(s)
  K. Kikumasa, S. Kiyohara, K. Shibata, and T. Mizoguchi
- Journal Title
  
  Advanced Intelligent Systems
  
  Volume: 4 Issue: 1 Pages: 2100103-2100103
- DOI
  10.1002/aisy.202100103
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H00818, KAKENHI-PROJECT-20J00773, KAKENHI-PLANNED-19H05787
[Journal Article] Determination of the Spectrum-structure Relationship by Tree Structure-based Unsupervised and Supervised Learning2022
- Author(s)
  S. Kiyohara, *K. Kikumasa, K. Shibata, and T. Mizoguchi
- Journal Title
  
  Ultramicroscopy
  
  Volume: 233
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] Direct visualization of the three-dimensional shape of skyrmion strings in a noncentrosymmetric magnet2022
- Author(s)
  S. Seki, M. Suzuki, M. Ishibashi, R. Takagi, N. D. Khanh, Y. Shiota, K. Shibata, W. Koshibae, Y. Tokura & T. Ono
- Journal Title
  
  Nature Materials
  
  Volume: 21 Issue: 2 Pages: 181-187
- DOI
  10.1038/s41563-021-01141-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K14117, KAKENHI-PROJECT-21H04990, KAKENHI-PROJECT-20H00349, KAKENHI-PROJECT-20K03810, KAKENHI-PROJECT-21K18595, KAKENHI-PROJECT-21K13876
[Journal Article] A brute-force code searching for cell of non-identical displacement for CSL grain boundaries and interfaces2022
- Author(s)
  YS. Xie, K. Shibata, and T. Mizoguchi
- Journal Title
  
  Comp. Phys. Comm.
  
  Volume: 273
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] 人工知能を利用した界面物性および表面物性の予測2022
- Author(s)
  溝口照康, 柴田基洋
- Journal Title
  
  セラミックデータブック 2021/2022
  
  Volume: 49 Pages: 37-42
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] Accurate prediction of bonding properties by a machine learning-based model using isolated states before bonding2021
- Author(s)
  E. Suzuki, K. Shibata, and T. Mizoguchi
- Journal Title
  
  Appl. Phys. Exp.
  
  Volume: 14 Issue: 8 Pages: 085503-085503
- DOI
  10.35848/1882-0786/ac083b
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] Dataset on structure and physical properties of stable diatomic systems based on van der Waals density functional method2021
- Author(s)
  K. Shibata, E. Suzuki, and T. Mizoguchi
- Journal Title
  
  Data in Brief
  
  Volume: 36 Pages: 106968-106968
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] Nanoscale Investigation of Local Thermal Expansion at SrTiO3 Grain Boundaries by Electron Energy Loss Spectroscopy2021
- Author(s)
  K. Liao, K. Shibata,and T. Mizoguchi
- Journal Title
  
  Nano Letters
  
  Volume: 21 Pages: 10416-10422
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-19H05787
[Journal Article] Local thickness and composition measurements from scanning convergent-beam electron diffraction of a binary non-crystalline material obtained by a pixelated detector2020
- Author(s)
  K. Nakazawa, K. Shibata, K. Mitsuishi, S. Amma, and T. Mizoguchi
- Journal Title
  
  Ultramicroscopy
  
  Volume: 217 Pages: 113077-113077
- DOI
  10.1016/j.ultramic.2020.113077
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H06094, KAKENHI-PLANNED-19H05787, KAKENHI-PROJECT-20J10498
[Journal Article] Prediction of interface and vacancy segregation energies at silver interfaces without determining interface structures2020
- Author(s)
  R. Otani, S. Kiyohara, K. Shibata and T. Mizoguchi
- Journal Title
  
  Applied Physics Express
  
  Volume: 13
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Nano-meter scale Observation of Atomistic Vibration in Silicate Glass by Monochromated EELS2021
- Author(s)
  Kunyen Liao, Kiyou Shibata, and T. Mizoguchi
- Organizer
  International Conference on Ceramics (ICC)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 電子エネルギー損失分光法による酸化物セラミック中熱膨張率の局所解析2021
- Author(s)
  Kunyen Liao，柴田基洋，溝口照康
- Organizer
  日本金属学会秋季大会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ダイヤモンド構造材料の対称傾角粒界における準安定構造の相転移2021
- Author(s)
  謝耀枢, 柴田基洋, 溝口照康
- Organizer
  日本セラミックス協会2021年年会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 化学結合についての結合状態データベースの作成と機械学習を用いた結合予測2021
- Author(s)
  柴田基洋，鈴木叡輝，溝口照康
- Organizer
  日本金属学会秋季大会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Measurement of Local Thermal Expansion in Ceramics with Valence EELS2021
- Author(s)
  Kunyen Liao，柴田基洋，溝口照康
- Organizer
  日本顕微鏡学会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ガラス材料中バイノーダル型相分離過程のSTEM内高温その場観察2021
- Author(s)
  中澤克昭，三石和貴，安間伸一，柴田基洋，溝口照康
- Organizer
  日本顕微鏡学会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Simultaneous Assessment of Thickness and Composition of Non-crystalline Silicate Glass by High-speed pixeled detector2021
- Author(s)
  Katsuaki Nakazawa, K. Mitsuishi, Kiyou Shibata, and T. Mizoguchi
- Organizer
  International Conference on Ceramics (ICC)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 結合前の電子状態から結合物性を予測する機械学習モデルの開発2021
- Author(s)
  鈴木叡輝、柴田基洋、溝口照康
- Organizer
  日本セラミックス協会2021年年会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Data-driven Approaches for Materials Characterization:Core-loss Spectroscopy & Surface Adsorption2021
- Author(s)
  Teruyasu Mizoguchi, Kiyou Shibata, Eiki Suzuki, and Kakeru Kikumasa
- Organizer
  The 9th International Symposium on Surface Science (ISSS9)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ニューラルネットワークの感度解析に基づいたELNES/XANES解釈法の開発2021
- Author(s)
  清原慎，菊政翔，柴田基洋，溝口照康
- Organizer
  日本顕微鏡学会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 炭素 K 端 ELNES/XANES を記述子とした分子物性予測2021
- Author(s)
  菊政翔、清原慎、柴田基洋、溝口照康
- Organizer
  日本セラミックス協会2021年年会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 電子エネルギー損失分光法によるセラミック中熱膨張率の局所解析2021
- Author(s)
  廖クン硯, 柴田基洋, 溝口照康
- Organizer
  日本セラミックス協会2021年年会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 機械学習，第一原理計算および電子顕微鏡を活用した材料の構造・物性解析2021
- Author(s)
  溝口照康，畑勇気，柴田基洋
- Organizer
  電子材料研究討論会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ニューラルネットワークによる内殻励起スペクトルからの物性予測2021
- Author(s)
  柴田基洋，清原慎，菊政翔，溝口照康
- Organizer
  日本顕微鏡学会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 対称傾角粒界データベースの構築と情報科学手法による構造予測の検討2021
- Author(s)
  畑勇気，Yaoshu Xie，柴田基洋，溝口照康
- Organizer
  電子材料研究討論会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ニューラルネットワークを用いた炭素K端ELNES/XANESからの物性予測2020
- Author(s)
  菊政翔，清原慎，柴田基洋，溝口照康
- Organizer
  応用物理学会春季大会, 上智大学，東京，3/14，2020
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ニューラルネットワークを用いた炭素K端ELNES/XANESからの物性予測2020
- Author(s)
  菊政翔，清原慎，柴田基洋，溝口照康
- Organizer
  第67回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 機械学習を用いた原子結合及び状態密度の予測2020
- Author(s)
  鈴木叡輝，柴田基洋，溝口照康
- Organizer
  日本金属学会春季大会, 東工大，東京，3/18，2020
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 有機分子におけるスペクトル―物性相関2020
- Author(s)
  菊政翔，清原慎，柴田基洋，溝口照康
- Organizer
  第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 機械学習を用いた原子結合及び状態密度の予測2020
- Author(s)
  鈴木叡輝、柴田基洋、溝口照康
- Organizer
  日本金属学会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Quantitative prediction of organic molecular properties from ELNES via artificial neural network2020
- Author(s)
  K. Kikumasa, S. Kiyohara, K. Shibata and T. Mizoguchi
- Organizer
  Microscopy & Microanalysis (M&M2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Prediction of Change of DOS Associated with Bond Formation Using Machine Learning2020
- Author(s)
  E. Suzuki, K. Shibata and T. Mizogichi,
- Organizer
  2020 MRS Fall Meetings & Exhibits
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Non-spectroscopic method for simultaneous determinations of thickness and composition of amorphous materials via 4D-STEM2020
- Author(s)
  K. Nakazawa, K. Mitsuishi, S. Amma, K. Shibata and T. Mizoguchi,
- Organizer
  Microscopy & Microanalysis(M&M2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 機械学習を用いた結合形成に伴う状態密度変化の予測2020
- Author(s)
  鈴木叡輝、柴田基洋、溝口照康
- Organizer
  第81回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 網羅的粒界構造決定アルゴリズムの開発とSi非対称粒界構造解析への利用2020
- Author(s)
  Yaoshu Xie，柴田基洋，溝口照康
- Organizer
  日本金属学会春季大会, 東工大，東京，3/18，2020
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Probing Thermal Expansion Coefficient of SrTiO3 Grain Boundaries by In-Situ STEM-EELS2020
- Author(s)
  K. Liao, K. Shibata, T. Mizoguchi
- Organizer
  2020 MRS Fall Meetings & Exhibits
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] ダイヤモンド型構造における安定・準安定粒界相の探索(Determination of Stable and Meta-stable Grain Boundary Phases in Diamond-structured Materials）2020
- Author(s)
  謝耀枢，溝口照康、柴田基洋
- Organizer
  日本金属学会2020年秋期講演大会
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Neural Network Approach for Predicting Organic Molecular Properties from core-loss spectroscopy2020
- Author(s)
  K. Kikumasa, S. Kiyohara, K. Shibata and T. Mizoguchi
- Organizer
  2020 MRS Fall Meetings & Exhibits
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 定点微分位相コントラスト法によるマイクロ秒ダイナミクス観測の試み2019
- Author(s)
  柴田基洋, 于秀珍, 有馬孝尚
- Organizer
  日本顕微鏡学会第75回学術講演会
- Data Source
  KAKENHI-PROJECT-18K14117
[Presentation] Structure and Behavior of Magnetic Skyrmions ~Magnetic Imaging by Electron Holography and Lorentz TEM ~2019
- Author(s)
  K. Shibata, X. Z. Yu, Y. Tokura, T. Arima
- Organizer
  International Workshop of Ultra-High-Resolution on Microscopy 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K14117
[Presentation] 機械学習を利用した ELNES/XANES スペクトル解析2019
- Author(s)
  菊政翔，清原慎，柴田基洋，溝口照康
- Organizer
  新学術領域「機能コア」若手の会, 鷲津，静岡，9/24，2019
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 定点微分位相コントラスト法によるマイクロ秒ダイナミクス観測の試み2019
- Author(s)
  柴田基洋、于秀珍、有馬孝尚
- Organizer
  日本顕微鏡学会第75回学術講演会
- Data Source
  KAKENHI-PROJECT-18K14117
[Presentation] Database Generation and Machine Learning Application in Grain Boundary Structure and Properties2019
- Author(s)
  Yaoshu Xie，大谷龍剣，清原慎，柴田基洋，溝口照康
- Organizer
  新学術領域「機能コア」若手の会, 鷲津，静岡，9/24，2019
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 構造決定を伴わない粒界物性予測2019
- Author(s)
  大谷龍剣，清原慎，柴田基洋，溝口照康
- Organizer
  日本金属学会2019年度秋季大会, 岡山大学，岡山，9/18，2019
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 吸着反応の理解に向けた情報科学的手法による表面構造解析2019
- Author(s)
  鈴木叡輝，清原慎，柴田基洋，溝口照康
- Organizer
  新学術領域「機能コア」若手の会, 鷲津，静岡，9/24，2019
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Probing Cation Local Coordination and Vibration Modes at Silicate Glass with STEM EELS2019
- Author(s)
  Liao Kunyen，増野敦信，井上博之，柴田基洋，溝口照康
- Organizer
  新学術領域「機能コア」若手の会, 鷲津，静岡，9/24，2019
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] Comprehension of interfacial structure and property relationship via machine learning2019
- Author(s)
  R. Otani, S. Kiyohara, K. Shibata, and T. Mizoguchi
- Organizer
  Pacfic Rim conference on ceramics society (PacRIM2019), Ginowan, Okinawa, Oct.28, 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-19H05787
[Presentation] 完全結晶の原子配列を用いた結晶界面物性の予測2019
- Author(s)
  大谷龍剣，清原慎，柴田基洋，溝口照康
- Organizer
  新学術領域「機能コア」若手の会, 鷲津，静岡，9/24，2019
- Data Source
  KAKENHI-PLANNED-19H05787

1. 溝口照康 (70422334)

# of Collaborated Projects: 1 results

# of Collaborated Products: 43 results
2. 世古敦人 (10452319)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 豊浦和明 (60590172)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 柴田直哉

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

SHIBATA KIYOU 柴田 基洋

Shibata Kiyou 柴田 基洋

Research Projects

Research Products

Co-Researchers

Predicting physical properties through machine learning utilizing electronic states for materials designPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Computational design of functional core using informatics approaches

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Observation of micro-second magnetic dynamics by electron deflectionsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Quantification of the Properties of Organic Molecules Using Core-Loss Spectra as Neural Network Descriptors2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Determination of the Spectrum-structure Relationship by Tree Structure-based Unsupervised and Supervised Learning2022

Author(s)

Journal Title

Data Source

[Journal Article] Direct visualization of the three-dimensional shape of skyrmion strings in a noncentrosymmetric magnet2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A brute-force code searching for cell of non-identical displacement for CSL grain boundaries and interfaces2022

Author(s)

Journal Title

Data Source

[Journal Article] 人工知能を利用した界面物性および表面物性の予測2022

Author(s)

Journal Title

Data Source

[Journal Article] Accurate prediction of bonding properties by a machine learning-based model using isolated states before bonding2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Dataset on structure and physical properties of stable diatomic systems based on van der Waals density functional method2021

Author(s)

Journal Title

Data Source

[Journal Article] Nanoscale Investigation of Local Thermal Expansion at SrTiO3 Grain Boundaries by Electron Energy Loss Spectroscopy2021

Author(s)

Journal Title

Data Source

[Journal Article] Local thickness and composition measurements from scanning convergent-beam electron diffraction of a binary non-crystalline material obtained by a pixelated detector2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of interface and vacancy segregation energies at silver interfaces without determining interface structures2020

Author(s)

Journal Title

Data Source

[Presentation] Nano-meter scale Observation of Atomistic Vibration in Silicate Glass by Monochromated EELS2021

Author(s)

Organizer

Data Source

[Presentation] 電子エネルギー損失分光法による酸化物セラミック中熱膨張率の局所解析2021

Author(s)

Organizer

Data Source

[Presentation] ダイヤモンド構造材料の対称傾角粒界における準安定構造の相転移2021

Author(s)

Organizer

Data Source

[Presentation] 化学結合についての結合状態データベースの作成と機械学習を用いた結合予測2021

SHIBATA KIYOU 柴田基洋

Shibata Kiyou 柴田基洋