FUJITA SHINNOSUKE 藤田慎之輔

… Alternative Names

藤田慎之輔フジタシンノスケ

Fujita Shinnosuke 藤田慎之輔

Less

Researcher Number	80775958
Other IDs
Affiliation (Current)	2025: 近畿大学, 工学部, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2023: 北九州市立大学, 国際環境工学部, 准教授 2019 – 2020: 北九州市立大学, 国際環境工学部, 准教授 2018: 北九州市立大学, 国際環境工学部, 講師 2016 – 2017: 東京工業大学, 科学技術創成研究院, 助教
Review Section/Research Field	Principal Investigator Basic Section 23010:Building structures and materials-related / Building structures/Materials Except Principal Investigator Medium-sized Section 23:Architecture, building engineering, and related fields
Keywords	Principal Investigator 大規模非線形問題 / 複合非線形 / 材料非線形 / 加速勾配法 / 幾何学的非線形 / 大規模問題 / 適応再スタート付き加速勾配法 / ニューラルネットワーク / 幾何学的非線形解析 / 構造形態創生 … More / 機械学習 / 最適化 / ラインサーチ / スカイライン法 / 剛性方程式 / 全ポテンシャルエネルギー最小化 / 加速付き勾配法 / ポテンシャルエネルギー最小化 … More Except Principal Investigator バクテリア / 浮遊選鉱法 / 木質バイオマス燃焼灰 / 自己治癒 / ジオポリマー Less

Predictive modeling of dynamic and nonlinear structural behavior by machine learning and its application to computational morphogenesisPrincipal Investigator
- Principal Investigator
  
  藤田慎之輔
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 23010:Building structures and materials-related
- Research Institution
  The University of Kitakyushu
Development of smart and functional (self-healing and self-sensing) low carbon geopolymer concrete using modified woody biomass combustion ash
- Principal Investigator
  
  高巣幸二
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 23:Architecture, building engineering, and related fields
- Research Institution
  The University of Kitakyushu
Development of efficient nonlinear analysis method for large and complicated building structurePrincipal Investigator
- Principal Investigator
  
  Shinnosuke Fujita
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 23010:Building structures and materials-related
- Research Institution
  The University of Kitakyushu
Development of efficient nonlinear analysis method using accelerated gradient method for three dimensional frame structuresPrincipal Investigator
- Principal Investigator
  
  Fujita Shinnosuke
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Building structures/Materials
- Research Institution
  Tokyo Institute of Technology

All 2024 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation

[Journal Article] PREDICTION OF NONLINEAR BUCKLING LOAD AND STRUCTURAL OPTIMIZATION OF SINGLE-LAYER LATTICE SHELLS USING MACHINE LEARNING2024
- Author(s)
  YABUUCHI Yuma、FUJITA Shinnosuke
- Journal Title
  
  Journal of Structural and Construction Engineering (Transactions of AIJ)
  
  Volume: 89 Issue: 815 Pages: 75-85
- DOI
  10.3130/aijs.89.75
- ISSN
  1340-4202, 1881-8153
- Year and Date
  2024-01-01
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K04416
[Journal Article] APPLICATION OF ACCELERATED GRADIENT METHOD TO EQUILIBRIUM ANALYSIS OF TRUSSES WITH NONLINEAR ELASTIC MATERIALS2019
- Author(s)
  藤田慎之輔, 寒野善博
- Journal Title
  
  Journal of Structural and Construction Engineering (Transactions of AIJ)
  
  Volume: 84 Issue: 763 Pages: 1223-1230
- DOI
  10.3130/aijs.84.1223
- NAID
  130007719953
- ISSN
  1340-4202, 1881-8153
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K13864
[Presentation] 機械学習により材料非線形性を考慮したラチスシェルの形状最適化2023
- Author(s)
  薮内佑馬，藤田慎之輔
- Organizer
  コロキウム構造形態の解析と創生2023
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 機械学習を用いたラチスシェルの線形座屈荷重とひずみエネルギーの多目的最適化2023
- Author(s)
  薮内佑馬，藤田慎之輔
- Organizer
  第62回日本建築学会九州支部研究発表会
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Structural optimization of lattice shells with geometric nonlinearity using machine learning2023
- Author(s)
  Y. Yabuuchi, S. Fujita
- Organizer
  IASS 2023 Annual Symposium, Melbourne, Australia
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 機械学習により幾何学的非線形性を考慮したラチスシェルの形状最適化2023
- Author(s)
  薮内佑馬，藤田慎之輔
- Organizer
  日本建築学会大会（関西）構造Ｉ
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 機械学習を用いた単層ラチスシェルの非線形力学特性の予測2023
- Author(s)
  薮内佑馬，藤田慎之輔
- Organizer
  第46回情報・システム・利用・技術シンポジウム
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 機械学習を用いたラチスシェルの線形弾性範囲内における応力予測および形状最適化2022
- Author(s)
  薮内佑馬，藤田慎之輔
- Organizer
  コロキウム構造形態の解析と創生2022
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Cross-sectional optimization of latticed shells consisting of steel pipes and H-beams solved as a continuous variable problem2022
- Author(s)
  N. Tamura, S. Fujita
- Organizer
  ACSMO2022, Matsue, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Topology optimization of structural frames considering various non-mechanical performance formulated as MISOCP2022
- Author(s)
  N. Okuzono, S. Fujita
- Organizer
  15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics (WCCM-APCOM 2022), Yokohama, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Global topology optimization of frame structures considering the density of members2022
- Author(s)
  N. Okuzono, S. Fujita
- Organizer
  ACSMO2022, Matsue, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 機械学習を用いたラチスシェルの幾何学的非線形性状の予測モデルの構築2022
- Author(s)
  田村直大，藤田慎之輔
- Organizer
  コロキウム構造形態の解析と創生2022
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] 非力学的性能を考慮した平面骨組のトポロジー最適化2022
- Author(s)
  奥薗尚人，藤田慎之輔
- Organizer
  コロキウム構造形態の解析と創生2022
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Development of a prediction model for collapse load factor by machine learning and its application to shape optimization problems2022
- Author(s)
  S. Fujita, T. Nishie
- Organizer
  ACSMO2022, Matsue, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K04416
[Presentation] Numerical experiments on elastic analysis of structural frames using gradient and skyline methods2021
- Author(s)
  K. Shibu and S. Fujita
- Organizer
  第60回日本建築学会九州支部研究発表会，2021.3
- Data Source
  KAKENHI-PROJECT-18K13864
[Presentation] Numerical experiments on equilibrium analysis of structures by gradient methods2020
- Author(s)
  S. Fujita
- Organizer
  Computational Engineering and Science for Safety and Environmental Problems (COMPSAFE2020), Kobe, Japan, 2020.12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13864
[Presentation] 勾配法による構造物の釣合解析に関する数値実験2019
- Author(s)
  藤井文人，藤田慎之輔
- Organizer
  第42回情報・システム・利用・技術シンポジウム
- Data Source
  KAKENHI-PROJECT-18K13864
[Presentation] 構造物の釣合解析への最適化技術の適用2018
- Author(s)
  藤田慎之輔，寒野善博
- Organizer
  コロキウム構造形態の解析と創生2018
- Data Source
  KAKENHI-PROJECT-18K13864
[Presentation] 加速勾配法による大規模骨組構造の弾性解析2017
- Author(s)
  山本発，寒野善博，藤田慎之輔
- Organizer
  日本建築学会大会学術講演会
- Data Source
  KAKENHI-PROJECT-16H06792
[Presentation] 骨組の幾何学的非線形解析に対する加速勾配法2016
- Author(s)
  藤田慎之輔, 寒野善博, 大崎純
- Organizer
  日本機械学会第12回最適化シンポジウム2016 (OPTIS2016）
- Place of Presentation
  北海道大学
- Year and Date
  2016-12-06
- Data Source
  KAKENHI-PROJECT-16H06792

1. 高巣幸二 (60336948)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 陶山裕樹 (20507876)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 國枝陽一郎 (30795943)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. KANNO Yoshihiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
5. OHSAKI Makoto

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
6. YAMAMOTO Hiraku

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results

FUJITA SHINNOSUKE 藤田 慎之輔

藤田 慎之輔 フジタ シンノスケ

Fujita Shinnosuke 藤田 慎之輔

Research Projects

Research Products

Co-Researchers

Predictive modeling of dynamic and nonlinear structural behavior by machine learning and its application to computational morphogenesisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of smart and functional (self-healing and self-sensing) low carbon geopolymer concrete using modified woody biomass combustion ash

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of efficient nonlinear analysis method for large and complicated building structurePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of efficient nonlinear analysis method using accelerated gradient method for three dimensional frame structuresPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] PREDICTION OF NONLINEAR BUCKLING LOAD AND STRUCTURAL OPTIMIZATION OF SINGLE-LAYER LATTICE SHELLS USING MACHINE LEARNING2024

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] APPLICATION OF ACCELERATED GRADIENT METHOD TO EQUILIBRIUM ANALYSIS OF TRUSSES WITH NONLINEAR ELASTIC MATERIALS2019

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Presentation] 機械学習により材料非線形性を考慮したラチスシェルの形状最適化2023

Author(s)

Organizer

Data Source

[Presentation] 機械学習を用いたラチスシェルの線形座屈荷重とひずみエネルギーの多目的最適化2023

Author(s)

Organizer

Data Source

[Presentation] Structural optimization of lattice shells with geometric nonlinearity using machine learning2023

Author(s)

Organizer

Data Source

[Presentation] 機械学習により幾何学的非線形性を考慮したラチスシェルの形状最適化2023

Author(s)

Organizer

Data Source

[Presentation] 機械学習を用いた単層ラチスシェルの非線形力学特性の予測2023

Author(s)

Organizer

Data Source

[Presentation] 機械学習を用いたラチスシェルの線形弾性範囲内における応力予測および形状最適化2022

Author(s)

Organizer

Data Source

[Presentation] Cross-sectional optimization of latticed shells consisting of steel pipes and H-beams solved as a continuous variable problem2022

Author(s)

Organizer

Data Source

[Presentation] Topology optimization of structural frames considering various non-mechanical performance formulated as MISOCP2022

Author(s)

Organizer

Data Source

[Presentation] Global topology optimization of frame structures considering the density of members2022

Author(s)

FUJITA SHINNOSUKE 藤田慎之輔

藤田慎之輔フジタシンノスケ

Fujita Shinnosuke 藤田慎之輔