NOGUCHI Satoshi 野口聖史

Researcher Number	60980993
Other IDs	https://orcid.org/0000-0002-5646-3296
Affiliation (Current)	2026: 国立研究開発法人海洋研究開発機構, 情報地球科学研究部門(数理科学・先端技術研究開発センター), 研究員
Affiliation (based on the past Project Information) *help	2026: 国立研究開発法人海洋研究開発機構, 情報地球科学研究部門(数理科学・先端技術研究開発センター), 研究員 2024 – 2025: 国立研究開発法人海洋研究開発機構, 付加価値情報創生部門(数理科学・先端技術研究開発センター), 研究員 2023: 国立研究開発法人海洋研究開発機構, 付加価値情報創生部門(数理科学・先端技術研究開発センター), Young Research Fellow
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / 1001:Information science, computer engineering, and related fields Except Principal Investigator Basic Section 43060:System genome science-related / Medium-sized Section 26:Materials engineering and related fields / Medium-sized Section 17:Earth and planetary science and related fields
Keywords	Principal Investigator 連続体力学 / Over-smoothing / Attention / Transformer / 生体分子計算 / 陰溶媒モデル / 数値電磁気学 / 分子動力学計算 Except Principal Investigator 代謝ネットワーク / 微生物生態系 … More / 機械学習 / 遺伝子発現解析 / Knowledge Graph / 埋蔵データ / プロセス・インフォマティクス / DEM / 構造発達 / HPC / 付加体 / 地震 Less

Attentionと拡散過程の等価性に基づくTransformerの解析と拡張Principal Investigator
- Principal Investigator
  
  野口聖史
- Project Period (FY)
  2026 – 2028
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Development of Process Informatics Technologies for Maximizing the Utilization of Archived Data
- Principal Investigator
  
  井上純哉
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 26:Materials engineering and related fields
- Research Institution
  The University of Tokyo
遺伝子発現挙動を機械学習して複雑な微生物群集の代謝ネットワークを構築する
- Principal Investigator
  
  石井俊一
- Project Period (FY)
  2025 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 43060:System genome science-related
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
Granular numerical rock-box experiments for understanding the unified system of structural development and earthquakes
- Principal Investigator
  
  古市幹人
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 17:Earth and planetary science and related fields
- Research Institution
  Japan Agency for Marine-Earth Science and Technology
溶媒分子の連続体近似と粒子-電磁界連成解析の統合による分子動力学法の革新Principal Investigator
- Principal Investigator
  
  野口聖史
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1001:Information science, computer engineering, and related fields
- Research Institution
  Japan Agency for Marine-Earth Science and Technology

All 2024 2023

All Presentation

[Presentation] Proposal of Bayesian Framework for Inverse Inference to Predict Material Properties from Microstructures2024
- Author(s)
  Satoshi Noguchi
- Organizer
  2024 MRS Spring Meeting & Exhibit
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K19968
[Presentation] Bayesian inference framework for prediction of material properties from microstructure images based on generative models2024
- Author(s)
  Satoshi Noguchi
- Organizer
  International Materials Science and Engineering Congress 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K19968
[Presentation] Estimating steel microstructures by deep learning framework combined with phase transformation model2023
- Author(s)
  Satoshi Noguchi
- Organizer
  Advanced Materials Research Grand Meeting 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K19968

1. 古市幹人 (50415981)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. CHEN JIAN (20640931)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 新井隆太 (20738752)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 西浦泰介 (60509719)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 井出哲 (90292713)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 井上純哉 (70312973)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 石井俊一 (10556913)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 鈴木志野 (10557002)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

NOGUCHI Satoshi 野口 聖史

Research Projects

Research Products

Co-Researchers

Attentionと拡散過程の等価性に基づくTransformerの解析と拡張Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Process Informatics Technologies for Maximizing the Utilization of Archived Data

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

遺伝子発現挙動を機械学習して複雑な微生物群集の代謝ネットワークを構築する

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Granular numerical rock-box experiments for understanding the unified system of structural development and earthquakes

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

溶媒分子の連続体近似と粒子-電磁界連成解析の統合による分子動力学法の革新Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Presentation] Proposal of Bayesian Framework for Inverse Inference to Predict Material Properties from Microstructures2024

Author(s)

Organizer

Data Source

[Presentation] Bayesian inference framework for prediction of material properties from microstructure images based on generative models2024

Author(s)

Organizer

Data Source

[Presentation] Estimating steel microstructures by deep learning framework combined with phase transformation model2023

Author(s)

Organizer

Data Source

NOGUCHI Satoshi 野口聖史