Yaji Kentaro 矢地謙太郎

Researcher Number	90779373
Other IDs
Affiliation (Current)	2025: 大阪大学, 大学院工学研究科, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2025: 大阪大学, 大学院工学研究科, 准教授 2021 – 2022: 大阪大学, 大学院工学研究科, 助教 2016 – 2021: 大阪大学, 工学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 18030:Design engineering-related / Sections That Are Subject to Joint Review: Basic Section18030:Design engineering-related , Basic Section18040:Machine elements and tribology-related / Basic Section 18040:Machine elements and tribology-related / Transformative Research Areas, Section (II) / Design engineering/Machine functional elements/Tribology Except Principal Investigator Medium-sized Section 18:Mechanics of materials, production engineering, design engineering, and related fields / Basic Section 90010:Design-related / Transformative Research Areas, Section (II) / Design science
Keywords	Principal Investigator トポロジー最適化 / 設計工学 / データ駆動型設計 / 深層生成モデル / マルチフィデリティ設計 / 深層学習 / マルチフィデリティ設計法 / レドックスフロー電池 / 数値流体力学 / 構造最適化 … More / 流体力学 / 最適設計 / 積層造形 / 熱交換器 / 形状設計モデリング / データ科学 / 機械学習 / 電気化学反応 / マイクロチャンネル / 流体 / 大規模並列計算 / ヒートシンク … More Except Principal Investigator 設計工学 / 非球面 / 反射対物レンズ / 金属プローブ / 先端増強ラマン散乱分光 / アルミニウム / 深紫外ラマン分光 / ワイドギャップマテリアル / 先端増強ラマン分光イメージング / 深紫外プラズモン / 深紫外ラマン顕微鏡 / 説明可能なAI / 深層生成モデル / デザイン言語 / ジェネレーティブデザイン / デジタルエンジニアリング / 応用解析学 / 形状最適化 / 計算機支援設計 / 計算力学 / 均質化法 / 最適設計 / トポロジー最適化 / 偏微分方程式 / 解析学 / 数理モデル / 形状設計 / 機械工作・生産工学 / 経営学 / システム工学 Less

Modelings of Shape Design Based on the Mathematics
- Principal Investigator
  
  山田崇恭
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (B)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  The University of Tokyo
Mathematical foundations of top-down shape design modeling and its application to engineering design problemsPrincipal Investigator
- Principal Investigator
  
  矢地謙太郎
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (B)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  The University of Osaka
Multifidelity topology optimization method for heat transfer equipment fabricated via additive manufacturingPrincipal Investigator
- Principal Investigator
  
  矢地謙太郎
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 18030:Design engineering-related
  Basic Section 18040:Machine elements and tribology-related
  Sections That Are Subject to Joint Review: Basic Section18030:Design engineering-related , Basic Section18040:Machine elements and tribology-related
- Research Institution
  Osaka University
データ駆動型・説明可能ＡＩで切り拓くハイパージェネレーティブデザイン
- Principal Investigator
  
  藤田喜久雄
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90010:Design-related
- Research Institution
  Osaka University
Deep-UV Nano-Raman Imaging Microscope: Development and Applications
- Principal Investigator
  
  田口敦清
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 18:Mechanics of materials, production engineering, design engineering, and related fields
- Research Institution
  Hokkaido University
Systematization of data-driven optimum design incorporating a deep generative modelPrincipal Investigator
- Principal Investigator
  
  Yaji Kentaro
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (A))
- Review Section
  
  Basic Section 18030:Design engineering-related
- Research Institution
  Osaka University
Data-driven topology optimization for designing of flow fields in redox flow batteriesPrincipal Investigator
- Principal Investigator
  
  Yaji Kentaro
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 18030:Design engineering-related
- Research Institution
  Osaka University
Development of multi-fidelity method for innovative design of redox flow batteryPrincipal Investigator
- Principal Investigator
  
  Yaji Kentaro
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 18030:Design engineering-related
- Research Institution
  Osaka University
Topology optimization method for a conceptual design management of microchannel heatsinksPrincipal Investigator
- Principal Investigator
  
  Yaji Kentaro
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Design engineering/Machine functional elements/Tribology
- Research Institution
  Osaka University
Design and Creative Planning of Platform Concept for Realizing Diverse Customer's Value
- Principal Investigator
  
  FUJITA Kikuo
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Design science
- Research Institution
  Osaka University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation

[Journal Article] Latent Crossover for Data-Driven Multifidelity Topology Design2024
- Author(s)
  Taisei Kii, Kentaro Yaji, Kikuo Fujita, Zhenghui Sha, Carolyn Conner Seepersad
- Journal Title
  
  Journal of Mechanical Design
  
  Volume: 146 Issue: 5
- DOI
  10.1115/1.4064979
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H03799
[Journal Article] Tackling an Exact Maximum Stress Minimization Problem With Gradient-Free Topology Optimization Incorporating a Deep Generative Model2023
- Author(s)
  Misato Kato, Taisei Kii, Kentaro Yaji, Kikuo Fujita
- Journal Title
  
  Proceedings of the ASME Design Engineering Technical Conference
  
  Volume: IDETC2023-111265
- DOI
  10.1115/detc2023-111265
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26018
[Journal Article] Data-Driven Multifidelity Topology Design With a Latent Crossover Operation2023
- Author(s)
  Taisei Kii, Kentaro Yaji, Kikuo Fujita, Zhenghui Sha, Carolyn Conner Seepersad
- Journal Title
  
  Proceedings of the ASME Design Engineering Technical Conference
  
  Volume: IDETC2023-111079
- DOI
  10.1115/detc2023-111079
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H03799
[Journal Article] Topology optimization using the lattice Boltzmann method for unsteady natural convection problems2023
- Author(s)
  Tanabe Yuta、Yaji Kentaro、Ushijima Kuniharu
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 66 Issue: 5
- DOI
  10.1007/s00158-023-03522-y
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] Optimum design of micromixer for a non-Newtonian fluid by topology optimization2022
- Author(s)
  Dong Xin、Yaji Kentaro、Liu Xiaomin
- Journal Title
  
  Chemical Engineering Journal
  
  Volume: 428 Pages: 131367-131367
- DOI
  10.1016/j.cej.2021.131367
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] Data-driven multifidelity topology design using a deep generative model: Application to forced convection heat transfer problems2022
- Author(s)
  Yaji Kentaro、Yamasaki Shintaro、Fujita Kikuo
- Journal Title
  
  Computer Methods in Applied Mechanics and Engineering
  
  Volume: 388 Pages: 114284-114284
- DOI
  10.1016/j.cma.2021.114284
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] 『最適設計と積層造形』の新動向2022
- Author(s)
  矢地謙太郎
- Journal Title
  
  計算工学
  
  Volume: 27 Pages: 4466-4468
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] 数理最適化で切り拓くレドックスフロー電池の新しい流動場構造2021
- Author(s)
  矢地謙太郎
- Journal Title
  
  ファインケミカル
  
  Volume: 50 Pages: 27-32
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] Topology design of two-fluid heat exchange2020
- Author(s)
  Hiroki Kobayashi, Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 63 Issue: 2 Pages: 821-834
- DOI
  10.1007/s00158-020-02736-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] Application of Topology Optimization to Fluid Problems2020
- Author(s)
  Kentaro Yaji
- Journal Title
  
  Journal of the Japan Society for Precision Engineering
  
  Volume: 86 Issue: 6 Pages: 400-404
- DOI
  10.2493/jjspe.86.400
- NAID
  130007851999
- ISSN
  0912-0289, 1882-675X
- Year and Date
  2020-06-05
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] トポロジー最適化によるレドックスフロー電池の新奇な流路構造の創成2020
- Author(s)
  Kentaro Yaji
- Journal Title
  
  計算工学
  
  Volume: 25 Pages: 4156-4159
- Data Source
  KAKENHI-PROJECT-20H02054
[Journal Article] Multifidelity design guided by topology optimization2020
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 61 Issue: 3 Pages: 1071-1085
- DOI
  10.1007/s00158-019-02406-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K13674
[Journal Article] Freeform winglet design of fin-and-tube heat exchangers guided by topology optimization2019
- Author(s)
  Hiroki Kobayashi, Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Journal Title
  
  Applied Thermal Engineering
  
  Volume: 161 Pages: 114020-114020
- DOI
  10.1016/j.applthermaleng.2019.114020
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K13674
[Journal Article] Topology Optimization for Beginners2019
- Author(s)
  Kentaro Yaji
- Journal Title
  
  Journal of the Japan Society for Precision Engineering
  
  Volume: 85 Issue: 11 Pages: 965-968
- DOI
  10.2493/jjspe.85.965
- NAID
  130007741769
- ISSN
  0912-0289, 1882-675X
- Year and Date
  2019-11-05
- Language
  Japanese
- Data Source
  KAKENHI-PROJECT-18K13674
[Journal Article] Computational design of flow fields for vanadium redox flow batteries via topology optimization2019
- Author(s)
  Chih-Hsiang Chen, Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Kikuo Fujita
- Journal Title
  
  Journal of Energy Storage
  
  Volume: 26 Pages: 100990-100990
- DOI
  10.1016/j.est.2019.100990
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K13674
[Journal Article] Topology optimization for the design of flow fields in a redox flow battery2018
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Takahiro Suzuki, Kikuo Fujita
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 57 Issue: 2 Pages: 535-546
- DOI
  10.1007/s00158-017-1763-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H06935
[Journal Article] Large-scale topology optimization incorporating local-in-time adjoint-based method for unsteady thermal-fluid problem2018
- Author(s)
  Yaji, K., Ogino, M., Nishiwaki, S., and Fujita, K.
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: － Issue: 2 Pages: 817-822
- DOI
  10.1007/s00158-018-1922-6
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H02829, KAKENHI-PROJECT-16H06935
[Presentation] Invitation to topology optimization for fluid problems---from traditional to AI-based approaches---2024
- Author(s)
  Kentaro Yaji
- Organizer
  第2回関東地区応用力学フォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-23K26018
[Presentation] Multifidelity topology design on the probabilistic principal component analysis2023
- Author(s)
  Kentaro Yaji, Tan Bui-Thanh
- Organizer
  15th World Congress of Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] ジェネレーティブデザインの基礎とその応用2023
- Author(s)
  矢地謙太郎
- Organizer
  第89回関西CAE懇話会
- Invited
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] ジェネレーティブデザインが導く多様な代替案からのコンセプト抽出とその課題2023
- Author(s)
  津本燎, 浦田一矢, 野間口大, 矢地謙太郎, 藤田喜久雄
- Organizer
  第33回設計工学・システム部門講演会
- Data Source
  KAKENHI-PROJECT-23K28370
[Presentation] ディープラーニングとCAE2023
- Author(s)
  矢地謙太郎
- Organizer
  第92回関西CAE懇話会
- Invited
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] 新旧の機械学習を用いた表面テクスチャリングの最適化への取り組み2023
- Author(s)
  王岩, 矢地謙太郎
- Organizer
  第65回研究会「“超”を目指す軸受技術研究会」
- Invited
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] Multifidelity Topology Design on the Probabilistic Principal Component Analysis2023
- Author(s)
  YAJI Kentaro、BUI-THANH Tan
- Organizer
  15th World Congress on Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20KK0329
[Presentation] データ駆動型トポロジー最適化―次元に呪われないメタヒューリスティクスの実現に向けて―2023
- Author(s)
  矢地謙太郎
- Organizer
  第13回計算力学シンポジウム
- Invited
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] Accelerating multifidelity topology design using neural networks2023
- Author(s)
  Kentaro Yaji, Tan Bui-Thanh
- Organizer
  Asian Congress of Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] パーシステントホモロジーによる位相的多様性評価を組み込んだデータ駆動型進化的トポロジー最適化2023
- Author(s)
  喜井大誠, 寺本央, 矢地謙太郎, 藤田喜久雄
- Organizer
  第33回設計工学・システム部門講演会
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] 機械学習を利用したデータ駆動型トポロジー最適化2023
- Author(s)
  矢地謙太郎
- Organizer
  最適設計法の基礎数理
- Invited
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] 幾何学的特徴に着目した意匠評価を組み込んだタイヤトレッドパターンのデータ駆動型トポロジーデザイン2023
- Author(s)
  熊谷道晴, 今村和輝, 矢地謙太郎, 山﨑慎太郎, 藤田喜久雄
- Organizer
  第28回計算工学講演会
- Data Source
  KAKENHI-PROJECT-23K28370
[Presentation] トポロジー最適化で導く新奇な熱交換器2023
- Author(s)
  矢地謙太郎
- Organizer
  「カーボンニュートラルに向けた先進熱交換技術に関する調査研究」第8期第7回委員会
- Invited
- Data Source
  KAKENHI-PROJECT-23K26018
[Presentation] ダルシーモデルを用いた自然対流型ヒートシンクのトポロジー最適化2023
- Author(s)
  大谷海斗, 矢地謙太郎, 山﨑慎太郎, 藤田喜久雄
- Organizer
  第28回計算工学講演会
- Data Source
  KAKENHI-PROJECT-23K26018
[Presentation] 分流器の最適設計のための初期形態創成を目的としたデータ駆動型トポロジーデザイン2023
- Author(s)
  浦田一矢, 津本燎, 矢地謙太郎, 野間口大, 藤田喜久雄
- Organizer
  第28回計算工学講演会
- Data Source
  KAKENHI-PROJECT-23K28370
[Presentation] 境界適合格子を用いたデータ駆動型トポロジー最適化とその最大応力最小化問題への適用2023
- Author(s)
  加藤美里, 喜井大誠, 矢地謙太郎, 藤田喜久雄
- Organizer
  第33回設計工学・システム部門講演会
- Data Source
  KAKENHI-PROJECT-23K26018
[Presentation] 分流器の最適設計のための初期形態創成を目的としたデータ駆動型トポロジーデザイン2023
- Author(s)
  浦田一矢, 津本燎, 矢地謙太郎, 野間口大, 藤田喜久雄
- Organizer
  第28回計算工学講演会
- Data Source
  KAKENHI-PLANNED-23H03799
[Presentation] 疑似的な境界層を導入したダルシーモデルによる熱流体場のトポロジー最適化2023
- Author(s)
  大谷海斗, 矢地謙太郎, 藤田喜久雄
- Organizer
  第33回設計工学・システム部門講演会
- Data Source
  KAKENHI-PROJECT-23K26018
[Presentation] Application of Data-Driven Topology Design to Optimal Design of Turbulent Flow Distributors2023
- Author(s)
  Ryo Tsumoto, Kazuya Urata, Kentaro Yaji, Yutaka Nomaguchi, Kikuo Fujita
- Organizer
  The 15th World Congress of Structural and Multidisciplinary Optimisation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K28370
[Presentation] 伝熱問題のためのトポロジー最適化2022
- Author(s)
  矢地謙太郎
- Organizer
  第29期第1回講演討論会、伝熱学会関西支部
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] 最適化途中でのパラメータ調整を必要としないヘビサイドプロジェクション2022
- Author(s)
  矢地謙太郎
- Organizer
  最適化シンポジウム2022
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] 代理表現によるデータ駆動型トポロジーデザインの強化に関する研究2022
- Author(s)
  橋本龍一郎、矢地謙太郎、山崎慎太郎、藤田喜久雄
- Organizer
  最適化シンポジウム2022
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] データ駆動型マルチフィデリティトポロジーデザインによるフロー電池の流動場設計2022
- Author(s)
  中井亮太、矢地謙太郎、山崎慎太郎、津島将司、鈴木崇弘、藤田喜久雄
- Organizer
  第27回計算工学講演会
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Application of data-driven multifidelity topology design to natural convection heat sinks2022
- Author(s)
  OHTANI Kaito、YAJI Kentaro、YAMASAKI Shintaro、FUJITA Kikuo
- Organizer
  Asian Congress of Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Topology optimization of fluid-fluid heat exchange systems2022
- Author(s)
  YAJI Kentaro
- Organizer
  2022 ASHRAE Winter Conference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] トポロジー最適化に見る生物の形態形成と機能発現2022
- Author(s)
  矢地謙太郎
- Organizer
  第 33 回バイオフロンティア講演会
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Topology optimization incorporating the adjoint lattice Boltzmann method for steady and unsteady natural convection problems2022
- Author(s)
  YAJI Kentaro
- Organizer
  15th World Congress on Computational Mechanics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] データ駆動型マルチフィデリティトポロジーデザインによる自然対流型ヒートシンクの最適設計2022
- Author(s)
  大谷海斗、矢地謙太郎、山崎慎太郎、藤田喜久雄
- Organizer
  最適化シンポジウム2022
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Accelerating Multifidelity Topology Design Using Neural Networks2022
- Author(s)
  Kentaro Yaji, Tan Bui
- Organizer
  Asian Congress of Structural and Multidisciplinary Optimization 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20KK0329
[Presentation] トポロジー最適化とニューラルネットワークを利用したデータ駆動型設計2022
- Author(s)
  矢地謙太郎
- Organizer
  第5回「解析・設計の代替モデリング研究会」
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] レドックスフロー電池の流路構造設計におけるトポロジー最適化の秘める可能性2021
- Author(s)
  Kentaro Yaji
- Organizer
  AIMaP研究会「地域グリッド開発関連技術ワークショップ」
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] A data-driven framework of multifidelity topology design using variational autoencoder in thermal-fluid problems2021
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  SIAM Conference on Computational Science and Engineering (CSE21)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Data-driven multifidelity topology design using variational autoencoder in thermal-fluid problems2021
- Author(s)
  YAJI Kentaro、YAMASAKI Shintaro、FUJITA Kikuo
- Organizer
  14th World Congress on Structural and Multidisciplinary Optimization
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] トポロジー最適化による新奇な熱交換器設計2021
- Author(s)
  矢地謙太郎
- Organizer
  3D積層造形技術委員会
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] 格子ボルツマン法を用いた自然対流下におけるトポロジー最適化2021
- Author(s)
  田邉雄太、矢地謙太郎、牛島邦晴
- Organizer
  第34回計算力学講演会
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] Multifidelity design guided by topology optimization2020
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  TOP webinar
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] 熱流体場を対象としたトポロジー最適化問題におけるマルチフィデリティ設計2020
- Author(s)
  Kentaro Yaji
- Organizer
  MMDSワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] 熱流体場のトポロジー最適化 ~ヒートシンクや熱交換器の新奇設計案の創成~2020
- Author(s)
  Kentaro Yaji
- Organizer
  COMSOL カンファレンス
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] トポロジー最適化に対するデータ駆動型マルチフィデリティ設計の秘める可能性~熱流体問題への展開~2020
- Author(s)
  Kentaro Yaji
- Organizer
  研究部会「数理設計」第21回研究集会
- Invited
- Data Source
  KAKENHI-PROJECT-20H02054
[Presentation] A framework of multi-fidelity design guided by topology optimization: application to flow field designs for redox flow batteries2019
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Kikuo Fujita
- Organizer
  Asia Pacific Congress on Computational Mechanics 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] 流動場設計を目的としたマルチフィデリティトポロジー最適化法2019
- Author(s)
  矢地謙太郎, 山﨑慎太郎, 藤田喜久雄
- Organizer
  第24回計算工学講演会
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] A Framework of Multi-Fidelity Topology Design and its Application to Optimum Design of Flow Fields in Battery Systems2019
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Kikuo Fujita
- Organizer
  ASME Design Engineering Technical Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] Topology optimization of two fluids separated by a wall for heat exchanger design2019
- Author(s)
  Hiroki Kobayashi, Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  Asia Pacific Congress on Computational Mechanics 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] Freeform design of flow channels in redox flow batteries by topology optimization2019
- Author(s)
  Kentaro Yaji, Chih-Hsiang Chen, Shintaro Yamasaki, Shohji Tsushima, Kikuo Fujita
- Organizer
  8th International Conference on Computational Methods for Coupled Problems in Science and Engineering,
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] Topology design via physics-based surrogate optimization for turbulent heat transfer2018
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  Asian Congress of Structural and Multidisciplinary Optimization 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H06935
[Presentation] Topology design via physics-based surrogate optimization for turbulent heat transfer problem2018
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  Asian Congress of Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] Topology design via physics-based surrogate optimization for complex fluid problems2018
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  6th European Conference on Computational Mechanics, 7th European Conference on Computational Fluid Dynamics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K13674
[Presentation] Topology design via physics-based surrogate optimization for complex fluid problems2018
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
- Organizer
  7th European Conference on Computational Fluid Dynamics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H06935
[Presentation] レドックスフロー電池を対象とした二次元流動場モデルに基づくトポロジー最適設計2017
- Author(s)
  矢地謙太郎, 山﨑慎太郎, 津島将司, 鈴木崇弘, 藤田喜久雄
- Organizer
  日本機械学会　第27回設計工学・システム部門講演会
- Data Source
  KAKENHI-PROJECT-16H06935
[Presentation] Optimum channel design of a redox flow battery via topology optimization2017
- Author(s)
  Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Takahiro Suzuki, Kikuo Fujita
- Organizer
  12th World Congress on Structural and Multidisciplinary Optimization
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H06935
[Presentation] 三次元非定常熱流体を対象とした大規模トポロジー最適化2017
- Author(s)
  矢地謙太郎, 荻野正雄, 陳聰, 藤田喜久雄
- Organizer
  日本機械学会　第30回計算力学講演会
- Data Source
  KAKENHI-PROJECT-16H06935
[Presentation] 流体問題を対象とした大規模トポロジー最適化2016
- Author(s)
  矢地謙太郎、荻野正雄、西脇眞二、藤田喜久雄
- Organizer
  日本機械学会　第26回設計工学・システム部門講演会
- Place of Presentation
  慶應義塾大学日吉キャンパス（神奈川県・横浜市）
- Year and Date
  2016-10-08
- Data Source
  KAKENHI-PROJECT-16H06935

1. FUJITA Kikuo (10228992)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
2. 野間口大 (90362657)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
3. 山田崇恭 (30598222)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 正宗淳 (50706538)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 寺本央 (90463728)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
6. 牛島邦晴 (00349838)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 田口敦清 (70532109)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 荻野正雄

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Yaji Kentaro 矢地 謙太郎

Research Projects

Research Products

Co-Researchers

Modelings of Shape Design Based on the Mathematics

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Mathematical foundations of top-down shape design modeling and its application to engineering design problemsPrincipal Investigator

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Multifidelity topology optimization method for heat transfer equipment fabricated via additive manufacturingPrincipal Investigator

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データ駆動型・説明可能ＡＩで切り拓くハイパージェネレーティブデザイン

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Deep-UV Nano-Raman Imaging Microscope: Development and Applications

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Systematization of data-driven optimum design incorporating a deep generative modelPrincipal Investigator

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Data-driven topology optimization for designing of flow fields in redox flow batteriesPrincipal Investigator

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Development of multi-fidelity method for innovative design of redox flow batteryPrincipal Investigator

Principal Investigator

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Topology optimization method for a conceptual design management of microchannel heatsinksPrincipal Investigator

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Design and Creative Planning of Platform Concept for Realizing Diverse Customer's Value

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[Journal Article] Latent Crossover for Data-Driven Multifidelity Topology Design2024

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[Journal Article] Tackling an Exact Maximum Stress Minimization Problem With Gradient-Free Topology Optimization Incorporating a Deep Generative Model2023

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[Journal Article] Data-Driven Multifidelity Topology Design With a Latent Crossover Operation2023

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[Journal Article] Topology optimization using the lattice Boltzmann method for unsteady natural convection problems2023

Yaji Kentaro 矢地謙太郎