Narita Emi 成田絵美

Researcher Number	50757804
Other IDs
Affiliation (Current)	2025: 京都大学, 工学研究科, 講師
Affiliation (based on the past Project Information) *help	2023 – 2025: 京都大学, 工学研究科, 講師 2021 – 2022: 国立研究開発法人量子科学技術研究開発機構, 那珂研究所先進プラズマ研究部, 主任研究員 2020: 国立研究開発法人量子科学技術研究開発機構, 那珂核融合研究所先進プラズマ研究部, 研究員
Review Section/Research Field	Principal Investigator Basic Section 14020:Nuclear fusion-related Except Principal Investigator Basic Section 14020:Nuclear fusion-related
Keywords	Principal Investigator プラズマ・核融合 / 統合型輸送コード / 機械学習モデリング / ジャイロ運動論 / プラズマ乱流 / ニューラルネットワークモデル / 機械学習 / ジャイロ運動論コード / 乱流輸送 / 水素同位体効果 … More / 統合輸送シミュレーション / 分布硬直性 / ニューラルネットワーク / 統合シミュレーション / 帯状流 / 準線形乱流輸送モデル / 核融合 … More Except Principal Investigator 運転シナリオ開発 / 核融合炉プラズマ / 多目的最適化 / 統計的機械学習 / 統合シミュレーション / 予測制御 / データ同化 / 核融合プラズマ Less

多目的最適化と統計的機械学習のハイブリッドによる核融合炉プラズマ予測の加速
- Principal Investigator
  
  本多充
- Project Period (FY)
  2025 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 14020:Nuclear fusion-related
- Research Institution
  Kyoto University
Development of Predictive Control Method for Fusion Plasma by Data Assimilation
- Principal Investigator
  
  村上定義
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 14020:Nuclear fusion-related
- Research Institution
  Kyoto University
Study on prediction of profile formation processes by turbulent transport modeling of experimental fusion plasmasPrincipal Investigator
- Principal Investigator
  
  成田絵美
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 14020:Nuclear fusion-related
- Research Institution
  Kyoto University
Study of profile formation processes of fusion plasmas by first-principle turbulence calculations and machine learning modelingPrincipal Investigator
- Principal Investigator
  
  Narita Emi
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 14020:Nuclear fusion-related
- Research Institution
  National Institutes for Quantum Science and Technology

All 2024 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] Multimodal convolutional neural networks for predicting evolution of gyrokinetic simulations2023
- Author(s)
  Honda Mitsuru、Narita Emi、Maeyama Shinya、Watanabe Tomo‐Hiko
- Journal Title
  
  Contributions to Plasma Physics
  
  Volume: - Issue: 5-6
- DOI
  10.1002/ctpp.202200137
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K03574, KAKENHI-PROJECT-20K14450
[Journal Article] Modification of a machine learning-based semi-empirical turbulent transport model for its versatility2023
- Author(s)
  E. Narita, M. Honda, M. Nakata, N. Hayashi, T. Nakayama, M. Yoshida
- Journal Title
  
  Contributions to Plasma Physics
  
  Volume: 2023 Issue: 5-6 Pages: 1-11
- DOI
  10.1002/ctpp.202200152
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14450, KAKENHI-PROJECT-19K03805
[Journal Article] Toward efficient runs of nonlinear gyrokinetic simulations assisted by a convolutional neural network model recognizing wavenumber-space images2022
- Author(s)
  E. Narita, M. Honda, S. Maeyama, T.-H. Watanabe
- Journal Title
  
  Nuclear Fusion
  
  Volume: 62 Issue: 8 Pages: 086037-086037
- DOI
  10.1088/1741-4326/ac70e8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K14450
[Journal Article] Quasilinear turbulent particle and heat transport modelling with a neural-network- based approach founded on gyrokinetic calculations and experimental data2021
- Author(s)
  E. Narita, M. Honda, M. Nakata, M. Yoshida and N. Hayashi
- Journal Title
  
  Nuclear Fusion
  
  Volume: 61 Issue: 11 Pages: 116041-116041
- DOI
  10.1088/1741-4326/ac25be
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K03805, KAKENHI-PROJECT-20K14450
[Journal Article] Review of hydrogen isotope effects on H-mode confinement in JT-60U2021
- Author(s)
  Urano H、Narita E
- Journal Title
  
  Plasma Physics and Controlled Fusion
  
  Volume: 63 Issue: 8 Pages: 084003-084003
- DOI
  10.1088/1361-6587/ac048c
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K03594, KAKENHI-PROJECT-20K14450
[Presentation] Hモードプラズマの周辺部の予測を目指した輸送モデリング2024
- Author(s)
  成田絵美、相羽信行、本多充、浦野創
- Organizer
  日本物理学会2024年春季大会
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] A neural network-based semi-empirical turbulent transport model DeKANIS for integrated simulations of upcoming fusion devices2023
- Author(s)
  E. Narita, M. Honda, M. Nakata, N. Aiba, N. Hayashi, T. Nakayama, M. Yoshida
- Organizer
  29th IAEA Fusion Energy Conference (FEC2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] Convolutional neural network models for forecasting heat fluxes calculated by nonlinear gyrokinetic simulations2023
- Author(s)
  E. Narita, M. Honda, S. Maeyama, T.-H. Watanabe
- Organizer
  US-Japan Joint Institute Fusion Theory (JIFT) Collaboration Meeting on Exascale Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] Updates on DeKANIS to include hydrogen isotope effects2023
- Author(s)
  E. Narita, M. Honda, M. Nakata, T. Nakayama, N. Hayashi
- Organizer
  30th Transport and Confinement Topical Group Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] 水素同位体効果を考慮した準線形乱流輸送モデリングと統合シミュレーション2023
- Author(s)
  成田絵美、本多充、仲田資季、相羽信行、林伸彦、中山智成、吉田麻衣子
- Organizer
  第40回プラズマ・核融合学会年会
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] Convolutional neural network models for forecasting heat fluxes calculated by nonlinear gyrokinetic simulations2023
- Author(s)
  E. Narita, M. Honda, S. Maeyama, T.-H. Watanabe
- Organizer
  7th Asia-Pacific Conference on Plasma Physics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] 水素同位体効果を考慮した準線形乱流輸送モデリングと温度・密度分布予測2023
- Author(s)
  成田絵美、本多充、仲田資季、中山智成、林伸彦
- Organizer
  日本物理学会2023年春季大会
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 乱流熱流束の時間発展を予測するマルチモーダルニューラルネットワークモデルの開発2023
- Author(s)
  成田絵美、本多充、前山伸也、渡邉智彦
- Organizer
  第2回成果創出加速プログラム研究交流会「富岳百景」
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Quasilinear turbulent transport modeling and profile predictions including hydrogen isotope effects2023
- Author(s)
  E. Narita, M. Honda, M. Nakata, T. Nakayama, N. Hayashi
- Organizer
  17th Japan-Korea Workshop on ‘‘Modeling and Simulation of Magnetic Fusion Plasmas’’
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] 磁場閉じ込め核融合プラズマのデータ駆動型研究の進展2023
- Author(s)
  成田絵美
- Organizer
  第70回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Development of a neural-network-based turbulent transport model DeKANIS and its application to integrated simulations of fusion plasmas2023
- Author(s)
  Emi Narita, M. Honda, M. Nakata, T. Nakayama, M. Yoshida, N. Hayashi
- Organizer
  The 42nd JSST Annual International Conference on Simulation Technology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K03366
[Presentation] Modification of a turbulence saturation model applied in DeKANIS2022
- Author(s)
  Narita Emi, Honda Mitsuru, Nakata Motoki, Yoshida Maiko, Hayashi Nobuhiko, Nakayama Tomonari
- Organizer
  28th ITPA Transport and Confinement Topical Group Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 機械学習を利用した半経験的乱流輸送モデルの汎用性改善に向けた拡張2022
- Author(s)
  成田　絵美、本多　充,仲田　資季、林　伸彦
- Organizer
  第77回日本物理学会年次大会
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Machine-learning assistance with nonlinear gyrokinetic simulations by recognizing wavenumber-space images2022
- Author(s)
  E. Narita, M. Honda, S. Maeyama and T.-H. Watanabe
- Organizer
  27th International Conference on Numerical Simulation of Plasmas
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 機械学習を利用した半経験乱流輸送モデルの拡張と汎用性の検証2022
- Author(s)
  成田絵美、本多充、仲田資季、吉田麻衣子、林伸彦、中山智成
- Organizer
  第39回プラズマ・核融合学会年会
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Quasilinear Turbulent Particle and Heat Transport Modeling with Development of Unique Saturation Rules for Insights into Profile Formation Mechanisms2021
- Author(s)
  Narita Emi, Honda Mitsuru, Nakata Motoki, Yoshida Maiko, Hayashi Nobuhiko
- Organizer
  28th IAEA Fusion Energy Conference (FEC 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Neural-network-based turbulent transport modeling with development of saturation rules based on gyrokinetic analysis of JT-60U plasmas2021
- Author(s)
  Narita Emi, Honda Mitsuru, Nakata Motoki, Yoshida Maiko, Hayashi Nobuhiko
- Organizer
  Asia-Pacific Transport Working Group Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 機械学習による核融合プラズマの輸送モデリング2021
- Author(s)
  成田　絵美、本多　充
- Organizer
  プラズマ・核融合学会第38回年会
- Invited
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 粒子・熱流束の実験値を考慮した準線形乱流輸送モデリング2021
- Author(s)
  成田　絵美、本多　充、仲田　資季、吉田　麻衣子、林　伸彦
- Organizer
  第76回日本物理学会年次大会
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Improvements in efficiency of gyrokinetic simulation runs with convolutional neural network models analyzing nonlinear saturation processes2021
- Author(s)
  Narita Emi, Honda Mitsuru, Maeyama Shinya, Watanabe Tomo-Hiko
- Organizer
  Fourth IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] Machine-learning-based modeling for acquiring insights into turbulent transport in fusion plasmas2021
- Author(s)
  Narita Emi, Honda Mitsuru
- Organizer
  3rd International Conference on Data Driven Plasma Science
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 乱流飽和則の開発によるニューラルネットワーク輸送モデリング2020
- Author(s)
  成田　絵美、本多　充、仲田　資季、吉田　麻衣子、林　伸彦
- Organizer
  日本物理学会 2020年秋季大会
- Data Source
  KAKENHI-PROJECT-20K14450
[Presentation] 乱流揺動の非線形飽和過程の可視化と特徴抽出2020
- Author(s)
  成田　絵美、本多　充、前山　伸也、渡邉　智彦
- Organizer
  第37回プラズマ・核融合学会年会
- Data Source
  KAKENHI-PROJECT-20K14450

1. 本多充 (90455296)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. 村上定義 (40249967)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 森下侑哉 (70981869)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 横山雅之 (60290920)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 釼持尚輝 (80781319)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 上野玄太 (40370093)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 相羽信行 (20414584)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 前山伸也 (70634252)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 松山顕之 (90581075)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. URANO Hajime

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 吉田麻衣子

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Narita Emi 成田 絵美

Research Projects

Research Products

Co-Researchers

多目的最適化と統計的機械学習のハイブリッドによる核融合炉プラズマ予測の加速

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Predictive Control Method for Fusion Plasma by Data Assimilation

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Study on prediction of profile formation processes by turbulent transport modeling of experimental fusion plasmasPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Study of profile formation processes of fusion plasmas by first-principle turbulence calculations and machine learning modelingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Multimodal convolutional neural networks for predicting evolution of gyrokinetic simulations2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Modification of a machine learning-based semi-empirical turbulent transport model for its versatility2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward efficient runs of nonlinear gyrokinetic simulations assisted by a convolutional neural network model recognizing wavenumber-space images2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Quasilinear turbulent particle and heat transport modelling with a neural-network- based approach founded on gyrokinetic calculations and experimental data2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Review of hydrogen isotope effects on H-mode confinement in JT-60U2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Hモードプラズマの周辺部の予測を目指した輸送モデリング2024

Author(s)

Organizer

Data Source

[Presentation] A neural network-based semi-empirical turbulent transport model DeKANIS for integrated simulations of upcoming fusion devices2023

Author(s)

Organizer

Data Source

[Presentation] Convolutional neural network models for forecasting heat fluxes calculated by nonlinear gyrokinetic simulations2023

Author(s)

Organizer

Data Source

[Presentation] Updates on DeKANIS to include hydrogen isotope effects2023

Author(s)

Organizer

Data Source

[Presentation] 水素同位体効果を考慮した準線形乱流輸送モデリングと統合シミュレーション2023

Author(s)

Organizer

Data Source

[Presentation] Convolutional neural network models for forecasting heat fluxes calculated by nonlinear gyrokinetic simulations2023

Author(s)

Organizer

Data Source

[Presentation] 水素同位体効果を考慮した準線形乱流輸送モデリングと温度・密度分布予測2023

Author(s)

Organizer

Narita Emi 成田絵美