TOKUDA SATORU 徳田悟

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Tokuda Satoru 徳田悟

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Researcher Number	50787322
Other IDs	https://orcid.org/0000-0003-4626-9868
Affiliation (Current)	2025: 九州大学, マス・フォア・インダストリ研究所, 准教授
Affiliation (based on the past Project Information) *help	2023: 九州大学, 情報基盤研究開発センター, 准教授 2020 – 2022: 九州大学, 情報基盤研究開発センター, 助教
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related
Keywords	Principal Investigator 一致推定量 / 統計的推測 / 一致性 / 自己平均性 / 漸近理論 / スケーリング則 / モデル選択 / 不確実性定量化 / 条件付き独立性 / ベイズ推定

Theory and Practice of Statistical Inference with Conditionally Independent ObservationsPrincipal Investigator
- Principal Investigator
  
  Tokuda Satoru
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Kyushu University

All 2024 2023 2022 2021

All Journal Article Presentation

[Journal Article] Chemical reaction in a liquid?liquid phase‐separated multiple droplet: Synchronization of color change dynamics with droplet movement2024
- Author(s)
  Goto Kenta、Nakanishi Kyoka、Tani Fumito、Tokuda Satoru
- Journal Title
  
  Droplet
  
  Volume: 3 Issue: 1
- DOI
  10.1002/dro2.93
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K05041, KAKENHI-PROJECT-20K19889
[Journal Article] Exhaustive Analysis of Angle-resolved Photoemission Spectra Based on Bayesian Inference2023
- Author(s)
  TOKUDA Satoru、NAKANISHI Takeshi、SATO Takafumi
- Journal Title
  
  Vacuum and Surface Science
  
  Volume: 66 Issue: 3 Pages: 152-157
- DOI
  10.1380/vss.66.152
- ISSN
  2433-5835, 2433-5843
- Year and Date
  2023-03-10
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K19889
[Journal Article] Estimation of plasma parameter profiles and their derivatives from linear observations by using Gaussian processes2023
- Author(s)
  Nishizawa T、Tokuda S、Kobayashi T、Tanaka K、Funaba H、Yamada I、Takemura Y、Tokuzawa T、Yasuhara R、Uehara H、Ida K、Takahashi H、Kawachi Y、Inagaki S、Kado S、Sasaki M、Fujisawa A
- Journal Title
  
  Plasma Physics and Controlled Fusion
  
  Volume: 65 Issue: 12 Pages: 125006-125006
- DOI
  10.1088/1361-6587/ad074a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K13085, KAKENHI-PROJECT-20K19889, KAKENHI-PROJECT-22K20358
[Journal Article] Bayesian modeling of pattern formation from one snapshot of pattern2022
- Author(s)
  Yoshinaga Natsuhiko、Tokuda Satoru
- Journal Title
  
  Physical Review E
  
  Volume: 106 Issue: 6 Pages: 065301-065301
- DOI
  10.1103/physreve.106.065301
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K03874, KAKENHI-PROJECT-20K19889, KAKENHI-PLANNED-19H05820
[Journal Article] Intrinsic regularization effect in Bayesian nonlinear regression scaled by observed data2022
- Author(s)
  Tokuda Satoru、Nagata Kenji、Okada Masato
- Journal Title
  
  Physical Review Research
  
  Volume: 4 Issue: 4
- DOI
  10.1103/physrevresearch.4.043165
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19889
[Journal Article] Toward automated non-destructive diagnosis of chloride attack on concrete structures by near infrared spectroscopy2021
- Author(s)
  Watanabe A.、Tokuda S.、Mizuta Y.、Miyamoto S.、Nakanishi T.、Furukawa H.、Minagawa H.
- Journal Title
  
  Construction and Building Materials
  
  Volume: 305 Pages: 124796-124796
- DOI
  10.1016/j.conbuildmat.2021.124796
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K19889
[Journal Article] Bayesian inference of ion velocity distribution function from laser-induced fluorescence spectra2021
- Author(s)
  Tokuda S.、Kawachi Y.、Sasaki M.、Arakawa H.、Yamasaki K.、Terasaka K.、Inagaki S.
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 1-9
- DOI
  10.1038/s41598-021-00138-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20J12625, KAKENHI-PROJECT-21K03508, KAKENHI-PROJECT-21K03509, KAKENHI-PROJECT-20K19889
[Journal Article] Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling2021
- Author(s)
  S. Tokuda, S. Souma, K. Segawa, T. Takahashi, Y. Ando, T. Nakanishi, T. Sato
- Journal Title
  
  Commun. Phys.
  
  Volume: 4 Issue: 1 Pages: 170-170
- DOI
  10.1038/s42005-021-00673-6
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-17H06460, KAKENHI-PLANNED-17H06469, KAKENHI-PROJECT-20K19889, KAKENHI-PROJECT-19H01845
[Presentation] 対数周辺尤度とその陰的正則化のスケーリング挙動2024
- Author(s)
  徳田悟
- Organizer
  統計科学・機械学習・情報数学の最前線
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ自由エネルギーに基づくモデル選択とそのスケーリング挙動2024
- Author(s)
  徳田悟
- Organizer
  2024年第71回応用物理学会春季学術講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 非線形回帰における対数周辺尤度のスケーリング挙動2024
- Author(s)
  徳田悟
- Organizer
  大阪大学データ科学セミナーシリーズ第61回
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] Scaling relations between observed data and Occam's razor in Bayesian model selection2023
- Author(s)
  Satoru Tokuda
- Organizer
  FMfI2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ガウス過程回帰に基づく線形観測量を利用した物理パラメータおよびその微分量の空間分布推定2023
- Author(s)
  西澤敬之, 徳田悟, 小林達哉, 田中謙治, 船場久芳, 山田一博, 武村勇輝, 徳沢季彦, 安原亮, 上原日和, 居田克己, 高橋裕己, 河内裕一, 稲垣滋, 門信一郎, 佐々木真, 藤澤彰英
- Organizer
  第40回プラズマ・核融合学会年会
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 計測データに根ざした数理モデリングのための統計的アプローチ2023
- Author(s)
  徳田悟
- Organizer
  統計数学×情報×物質セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] モデル不一致があるベイズ非線形回帰のスケーリング解析2023
- Author(s)
  徳田悟
- Organizer
  日本物理学会第78回年次大会（2023年）
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] Bayesian Model Selection of PDEs for Pattern Formation2023
- Author(s)
  Natsuhiko Yoshinaga and Satoru Tokuda
- Organizer
  ICIAM 2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ非線形回帰に対する対数周辺尤度のスケーリング挙動2023
- Author(s)
  徳田悟
- Organizer
  産業数理統計セミナー
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定による計測と数理モデリングの橋渡し2023
- Author(s)
  徳田悟
- Organizer
  第37回情報計測オンラインセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定に基づくトポロジカル物質の表面電子状態解析2023
- Author(s)
  徳田悟
- Organizer
  ipi-ダイキンシンポジウム
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定の数理：計測データの量や質に対するスケーリング則2023
- Author(s)
  徳田悟
- Organizer
  第40回プラズマ・核融合学会年会
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] Estimation of parameter profiles and their derivatives from arbitrary linear observations by using Gaussian processes2023
- Author(s)
  T Nishizawa, S Tokuda, T Kobayashi, K Tanaka, H Funaba, I Yamada, Y Takemura, T Tokuzawa, R Yasuhara, H Uehara, K Ida, H Takahashi, Y Kawachi, S Inagaki, S Kado, M Sasaki, A Fujisawa
- Organizer
  7th Asia-Pacific Conference on Plasma Physics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 磁化プラズマにおけるイオン速度分布関数のベイズ的モデル選択2022
- Author(s)
  徳田悟、河内裕一、佐々木真、荒川弘之、山崎広太郎、寺坂健一郎、稲垣滋
- Organizer
  日本物理学会第77回年次大会（2022年）
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定に基づく磁化プラズマの流体モデリング2022
- Author(s)
  徳田悟
- Organizer
  第45回IBISML研究会
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 定常状態プラズマにおけるイオン速度分布関数のベイズ推定2022
- Author(s)
  徳田悟、河内裕一、佐々木真、荒川弘之、山崎広太郎、寺坂健一郎、稲垣滋
- Organizer
  波・流れ・乱流のセンシング・マイニング・モデリング研究会
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 近赤外分光を用いたコンクリート構造物の非破壊診断技術2022
- Author(s)
  渡部愛理, 古川祐光, 皆川浩, 宮本慎太郎, 徳田悟, 水田優子, 中西毅
- Organizer
  第38回近赤外フォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 光渦LIF の原理実証に向けたビームモード・形状の検討2022
- Author(s)
  寺坂健一郎、吉村信次、荒巻光利、徳田悟
- Organizer
  日本物理学会第77回年次大会（2022年）
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定に基づく数理モデリングの精緻化2021
- Author(s)
  徳田悟
- Organizer
  令和3年第1回日本大学人工知能リサーチグループ講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定を用いた目的の相分離パターンの支配方程式の推定2021
- Author(s)
  義永那津人、徳田悟
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 磁化プラズマにおけるイオン速度分布関数のベイズ推定2021
- Author(s)
  徳田悟、河内裕一、佐々木真、荒川弘之、山崎広太郎、寺坂健一郎、稲垣滋
- Organizer
  第38回プラズマ・核融合学会年会
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] 定常状態におけるイオン速度分布関数のベイズ推定2021
- Author(s)
  徳田悟
- Organizer
  プラズマインフォマティクス研究会
- Data Source
  KAKENHI-PROJECT-20K19889
[Presentation] ベイズ推定に基づく定量的数理モデリング2021
- Author(s)
  徳田悟
- Organizer
  九州大学応用力学研究所 RIAMフォーラム2021
- Invited
- Data Source
  KAKENHI-PROJECT-20K19889

1. 谷文都

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
2. 義永那津人

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
3. 西澤敬之

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

TOKUDA SATORU 徳田 悟

Tokuda Satoru 徳田 悟

Research Projects

Research Products

Co-Researchers

Theory and Practice of Statistical Inference with Conditionally Independent ObservationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Chemical reaction in a liquid?liquid phase‐separated multiple droplet: Synchronization of color change dynamics with droplet movement2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Exhaustive Analysis of Angle-resolved Photoemission Spectra Based on Bayesian Inference2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Estimation of plasma parameter profiles and their derivatives from linear observations by using Gaussian processes2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian modeling of pattern formation from one snapshot of pattern2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Intrinsic regularization effect in Bayesian nonlinear regression scaled by observed data2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Toward automated non-destructive diagnosis of chloride attack on concrete structures by near infrared spectroscopy2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian inference of ion velocity distribution function from laser-induced fluorescence spectra2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Unveiling quasiparticle dynamics of topological insulators through Bayesian modelling2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] 対数周辺尤度とその陰的正則化のスケーリング挙動2024

Author(s)

Organizer

Data Source

[Presentation] ベイズ自由エネルギーに基づくモデル選択とそのスケーリング挙動2024

Author(s)

Organizer

Data Source

[Presentation] 非線形回帰における対数周辺尤度のスケーリング挙動2024

Author(s)

Organizer

Data Source

[Presentation] Scaling relations between observed data and Occam's razor in Bayesian model selection2023

Author(s)

Organizer

Data Source

[Presentation] ガウス過程回帰に基づく線形観測量を利用した物理パラメータおよびその微分量の空間分布推定2023

Author(s)

Organizer

Data Source

[Presentation] 計測データに根ざした数理モデリングのための統計的アプローチ2023

Author(s)

Organizer

Data Source

[Presentation] モデル不一致があるベイズ非線形回帰のスケーリング解析2023

Author(s)

TOKUDA SATORU 徳田悟

Tokuda Satoru 徳田悟