keyword Topology Optimization
Kyoto University
2013/04 - 2016/03
American Society of Mechanical Engineers
日本計算工学会
JAPAN SOCIETY FOR DESIGN ENGINEERING
JAPAN SOCIETY FOR COMPUTATIONAL METHODS IN ENGINEERING
THE JAPAN SOCIETY OF MECHANICAL ENGINEERS
The JACM Young Investigator Award
日本計算力学連合 2023/09
優秀講演表彰
日本計算工学会 2022/11
部門表彰（フロンティア業績表彰）
日本機械学会 設計工学・システム部門 2022/09
船井研究奨励賞
船井情報科学振興財団 2020/03
グラフィックスアワード（最優秀賞）
日本計算工学会 2019/05
優秀公演表彰
日本機械学会 設計工学・システム部門 2018/10
Young Scientist Award
Asian Society for Structural and Multidisciplinary Optimization 2018/05
部門表彰（奨励業績表彰）
日本機械学会 設計工学・システム部門 2017/09
日本機械学会賞（論文）
日本機械学会 2017/04
日本計算数理工学会講演賞
日本計算数理工学会 2015/12
日本計算数理工学会講演賞
日本計算数理工学会 2014/12
日本計算数理工学会講演賞
日本計算数理工学会 2013/12
優秀講演表彰
日本機械学会 設計工学・システム部門 2013/10
Improved adjoint lattice Boltzmann method for topology optimization of laminar convective heat transfer
Ji-Wang Luo, Li Chen, Kentaro Yaji, Wen-Quan Tao
International Journal of Heat and Mass Transfer Vol. 251 2025/11 Research paper (scientific journal)
Publisher: Elsevier BV
Evolutionary de-homogenization using a generative model for optimizing solid-porous infill structures considering the stress concentration issue
Shuzhi Xu, Hiroki Kawabe, Kentaro Yaji
Materials & Design Vol. 257 p. 114380-114380 2025/09 Research paper (scientific journal)
Publisher: Elsevier BV
Performance enhancement of variously shaped ribbed wall microchannel through topology optimization
Hithaish Doddamani, Ryotaro Ikematsu, Masahiro Tada, Kentaro Yaji
Case Studies in Thermal Engineering Vol. 73 p. 106700-106700 2025/09 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven morphological exploration and shape optimization for turbulent pipe systems
Kazuya Urata, Ryo Tsumoto, Kentaro Yaji, Kikuo Fujita
Journal of Mechanical Design Vol. 147 No. 9 2025/07/21 Research paper (scientific journal)
Publisher: ASME International
Adjoint lattice kinetic scheme for topology optimization in fluid problems
Yuta Tanabe, Kentaro Yaji, Kuniharu Ushijima
Journal of Computational Physics Vol. 533 p. 114001-114001 2025/07 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven topology design with persistent homology for enhancing population diversity
Taisei Kii, Kentaro Yaji, Hiroshi Teramoto, Kikuo Fujita
International Journal of Mechanical Sciences Vol. 301 p. 110493-110493 2025/06 Research paper (scientific journal)
Publisher: Elsevier BV
Topology optimization for microchannel heat sinks with nanofluids using an Eulerian-Eulerian approach
Chih-Hsiang Chen, Kentaro Yaji
International Journal of Heat and Mass Transfer Vol. 243 2025/06 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven topology design based on principal component analysis for 3D structural design problems
Jun Yang, Kentaro Yaji, Shintaro Yamasaki
Structural and Multidisciplinary Optimization Vol. 68 No. 5 2025/05 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Deep concept identification for generative design
Ryo Tsumoto, Kentaro Yaji, Yutaka Nomaguchi, Kikuo Fujita
Advanced Engineering Informatics Vol. 65 p. 103354-103354 2025/05 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven multifidelity topology design for enhancing turbulent natural convection cooling
Ji-Wang Luo, Kentaro Yaji, Li Chen, Wen-Quan Tao
International Journal of Heat and Mass Transfer Vol. 240 2025/05 Research paper (scientific journal)
Publisher: Elsevier BV
Self-support structure topology optimization for multi-axis additive manufacturing incorporated with curved layer slicing
Shuzhi Xu, Jikai Liu, Dong He, Kai Tang, Kentaro Yaji
Computer Methods in Applied Mechanics and Engineering Vol. 438 2025/04 Research paper (scientific journal)
Publisher: Elsevier BV
Topology optimization for particle flow problems using Eulerian-Eulerian model with a finite difference method
Chih-Hsiang Chen, Kentaro Yaji
Computers & Fluids Vol. 291 2025/04 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven multifidelity topology design with multi-channel variational auto-encoder for concurrent optimization of multiple design variable fields
Hiroki Kawabe, Kentaro Yaji, Yuichiro Aoki
Computer Methods in Applied Mechanics and Engineering Vol. 437 2025/03 Research paper (scientific journal)
Publisher: Elsevier BV
Maximum stress minimization via data-driven multifidelity topology design
Misato Kato, Taisei Kii, Kantaro Yaji, Kikuo Fujita
Journal of Mechanical Design Vol. 147 No. 8 2025/01/28 Research paper (scientific journal)
Publisher: ASME International
A novel consolidation analysis framework: universal function approximators regularized by physical principles
Pin Zhang, Brian Sheil, Mark Girolami, Kentaro Yaji, Zhen-Yu Yin
Canadian Geotechnical Journal Vol. 62 2025/01 Research paper (scientific journal)
Publisher: Canadian Science Publishing
トポロジー最適化を用いたレドックスフロー電池の流路と多孔質電極の2層最適設計
小野田 祐也, 矢地 謙太郎, 津島 将司, 藤田 喜久雄
計算数理工学論文集 Vol. 24 No. 11-241213 p. 79-87 2024/12 Research paper (scientific journal)
Data-driven multi-fidelity topology design of fin structures for latent heat thermal energy storage
Ji-Wang Luo, Kentaro Yaji, Li Chen, Wen-Quan Tao
Applied Energy Vol. 377 2024/10 Research paper (scientific journal)
Topology optimization for hybrid additive-subtractive manufacturing incorporating dynamic process planning
Shuzhi Xu, Jikai Liu, Kentaro Yaji, Lin Lu
Computer Methods in Applied Mechanics and Engineering Vol. 431 2024/08 Research paper (scientific journal)
Publisher: Elsevier BV
機能性と意匠性を兼備するトレッドパターンに向けたデータ駆動型最適化計算による設計法
喜井 大誠, 今村 和輝, 津本 燎, 山﨑 慎太郎, 矢地 謙太郎, 藤田 喜久雄
設計工学 2024/07 Research paper (scientific journal)
Latent crossover for data-driven multifidelity topology design
Taisei Kii, Kentaro Yaji, Kikuo Fujita, Zhenghui Sha, Carolyn Conner Seepersad
Journal of Mechanical Design Vol. 146 No. 5 2024/03/28 Research paper (scientific journal)
Publisher: ASME International
Topology optimization using the lattice Boltzmann method for unsteady natural convection problems
Yuta Tanabe, Kentaro Yaji, Kuniharu Ushijima
Structural and Multidisciplinary Optimization Vol. 66 No. 5 2023/04/13 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Topology optimization for the elastic field using the lattice Boltzmann method
Takashi Yodono, Kentaro Yaji, Takayuki Yamada, Kozo Furuta, Kazuhiro Izui, Shinji Nishiwaki
Computers & Mathematics with Applications Vol. 110 p. 123-134 2022/03 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven multifidelity topology design using a deep generative model: Application to forced convection heat transfer problems
Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
Computer Methods in Applied Mechanics and Engineering Vol. 388 2022/01 Research paper (scientific journal)
Publisher: Elsevier BV
Optimum design of micromixer for a non-Newtonian fluid by topology optimization
Xin Dong, Kentaro Yaji, Xiaomin Liu
Chemical Engineering Journal Vol. 428 2022/01 Research paper (scientific journal)
Publisher: Elsevier BV
Level set-based topology optimization for two dimensional turbulent flow using an immersed boundary method
Seiji Kubo, Atsushi Koguchi, Kentaro Yaji, Takayuki Yamada, Kazuhiro Izui, Shinji Nishiwaki
Journal of Computational Physics Vol. 446 p. 110630-110630 2021/12 Research paper (scientific journal)
Publisher: Elsevier BV
Topology optimization for incompressible viscous fluid flow using the lattice kinetic scheme
Suqiong Xie, Kentaro Yaji, Toru Takahashi, Hiroshi Isakari, Masato Yoshino, Toshiro Matsumoto
Computers & Mathematics with Applications Vol. 97 p. 251-266 2021/09 Research paper (scientific journal)
Publisher: Elsevier BV
Data-driven topology design using a deep generative model
Shintaro Yamasaki, Kentaro Yaji, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 64 No. 3 p. 1401-1420 2021/09 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Three-dimensional topology optimization model to simulate the external shapes of bone
Misaki Sakashita, Shintaro Yamasaki, Kentaro Yaji, Atsushi Kawamoto, Shigeru Kondo
PLOS Computational Biology Vol. 17 No. 6 p. e1009043-e1009043 2021/06 Research paper (scientific journal)
Publisher: Public Library of Science (PLoS)
Layout Design of Components and Conductors in Noise Filter by Integrative Optimization of Structural Topology and External Variables
MARUYAMA Shun, YAMASAKI Shintaro, NOMURA Katsuya, YAJI Kentaro, FUJITA Kikuo
Transactions of the Japan Society for Computational Engineering and Science Vol. 2021 p. 20210007-20210007 2021/04 Research paper (scientific journal)
Publisher: JAPAN SOCIETY FOR COMPUTATIONAL ENGINEERING AND SCIENCE
Topology design of two-fluid heat exchange
Hiroki Kobayashi, Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 63 No. 2 p. 821-834 2021/02 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Level-set based topology optimization of transient flow using lattice Boltzmann method considering an oscillating flow condition
Truong Nguyen, Hiroshi Isakari, Toru Takahashi, Kentaro Yaji, Masato Yoshino, Toshiro Matsumoto
Computers & Mathematics with Applications Vol. 80 No. 1 p. 82-108 2020/07 Research paper (scientific journal)
Publisher: Elsevier BV
Topology optimization incorporating external variables with metamodeling
Shun Maruyama, Shintaro Yamasaki, Kentaro Yaji, Kikuo Fujita
Structural and Multidisciplinary Optimization 2020/06/11 Research paper (scientific journal)
Publisher: Springer Science and Business Media LLC
Multifidelity design guided by topology optimization
Kentaro Yaji, Shintaro Yamasaki, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 61 No. 3 p. 1071-1085 2020/03 Research paper (scientific journal)
Computational design of flow fields for vanadium redox flow batteries via topology optimization
Chih-Hsiang Chen, Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Kikuo Fujita
Journal of Energy Storage Vol. 26 2019/12 Research paper (scientific journal)
Freeform winglet design of fin-and-tube heat exchangers guided by topology optimization
Hiroki Kobayashi, KentaroYaji, ShintaroYamasaki, Kikuo Fujita
Applied Thermal Engineering Vol. 161 2019/10 Research paper (scientific journal)
トポロジー最適化を用いたノイズフィルタにおける支配的なノイズの低減
野村 勝也, 高橋 篤弘, 小島 崇, 山﨑 慎太郎, 矢地 謙太郎, 坊 大貴, 藤田 喜久雄
電子情報通信学会論文誌B Vol. 102 No. 8 p. 669-673 2019/08 Research paper (scientific journal)
Topology optimization of conductors in electrical circuit
Katsuya Nomura, Shintaro Yamasaki, Kentaro Yaji, Hiroki Bo, Atsuhiro Takahashi, Takashi Kojima, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 59 No. 6 p. 2205-2225 2019/06 Research paper (scientific journal)
レベルセット法に基づく埋め込み境界法を用いた非定常の非圧縮性粘性流れのトポロジー最適化
古口 睦士, 矢地 謙太郎, 山田 崇恭, 泉井 一浩, 西脇 眞二
日本機械学会論文集 Vol. 85 No. 873 2019/04 Research paper (scientific journal)
Knowledge discovery in databases for determining formulation in topology optimization
Shintaro Yamasaki, Kentaro Yaji, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 59 p. 595-611 2019/02 Research paper (scientific journal)
Doping Profile Optimization for Power Devices Using Topology Optimization
Katsuya Nomura, Tsuguo Kondoh, Tsuyoshi Ishikawa, Shintaro Yamasaki, Kentaro Yaji, Kikuo Fujita
IEEE Transactions on Electron Devices Vol. 65 No. 9 p. 3869-3877 2018/07 Research paper (scientific journal)
埋め込み境界法を用いた定常の非圧縮性粘性流れのトポロジー最適化
古口 睦士, 久保 世志, 矢地 謙太郎, 山田 崇恭, 泉井 一浩, 西脇 眞二
日本機械学会論文集 Vol. 84 No. 860 2018/04 Research paper (scientific journal)
An Optimum Design Method for a Thermal-Fluid Device Incorporating Multiobjective Topology Optimization With an Adaptive Weighting Scheme
Sato, Yuki, Yaji, Kentaro, Izui, Kazuhiro, Yamada, Takayuki, Nishiwaki, Shinji
Journal of Mechanical Design Vol. 140 No. 3 2018/03 Research paper (scientific journal)
Large-scale topology optimization incorporating local-in-time adjoint-based method for unsteady thermal-fluid problem
Kentaro Yaji, Masao Ogino, Cong Chen, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 58 p. 817-822 2018/02 Research paper (scientific journal)
Topology optimization for the design of flow fields in a redox flow battery
Kentaro Yaji, Shintaro Yamasaki, Shohji Tsushima, Takahiro Suzuki, Kikuo Fujita
Structural and Multidisciplinary Optimization Vol. 57 No. 2 p. 535-546 2018/02 Research paper (scientific journal)
永久磁石の配置とヨークの構造形態を考慮した同期モータの最適設計法
丸山 峻, 山﨑 慎太郎, 矢地 謙太郎, 藤田 喜久雄
設計工学 Vol. 53 No. 1 p. 97-110 2018/01 Research paper (scientific journal)
陽的縮約に基づくマルチフィデリティ解析モデルによる複合領域配置設計最適化法（放熱特性を考慮した配置設計問題への適用）
山内 仁史, 山﨑 慎太郎, 矢地 謙太郎, 藤田 喜久雄
日本機械学会論文集 Vol. 83 No. 855 2017/10 Research paper (scientific journal)
Topology optimization of a no-moving-part valve incorporating Pareto frontier exploration
Yuki Sato, Kentaro Yaji, Kazuhiro Izui, Takayuki Yamada, Shinji Nishiwaki
Structural and Multidisciplinary Optimization Vol. 56 No. 4 p. 839-851 2017/10 Research paper (scientific journal)
Local-in-time adjoint-based topology optimization of unsteady fluid flows using the lattice Boltzmann method
Mechanical Engineering Journal Vol. 4 No. 3 2017/04 Research paper (scientific journal)
A level set-based topology optimization method for optimal manifold designs with flow uniformity in plate-type microchannel reactors
Seiji Kubo, Kentaro Yaji, Takayuki Yamada, Kazuhiro Izui, Shinji Nishiwaki
Structural and Multidisciplinary Optimization Vol. 55 No. 4 p. 1311-1327 2017/04 Research paper (scientific journal)
Level set-based topology optimization for the design of a peltier effect thermoelectric actuator
Kozo Furuta, Kazuhiro Izui, Kentaro Yaji, Takayuki Yamada, Shinji Nishiwaki
Structural and Multidisciplinary Optimization Vol. 55 No. 5 p. 1671-1683 2017
Shape and topology optimization based on the convected level set method
Kentaro Yaji, Masaki Otomori, Takayuki Yamada, Kazuhiro Izui, Shinji Nishiwaki, Olivier Pironneau
Structural and Multidisciplinary Optimization Vol. 54 No. 3 p. 659-672 2016/09 Research paper (scientific journal)
Topology optimization in thermal-fluid flow using the lattice Boltzmann method
Kentaro Yaji, Takayuki Yamada, Masato Yoshino, Toshiro Matsumoto, Kazuhiro Izui, Shinji Nishiwaki
Journal of Computational Physics Vol. 307 p. 355-377 2016/02 Research paper (scientific journal)
誘起電荷電気浸透流を用いたマイクロポンプを対象としたレベルセット法に基づくトポロジー最適化
田中 隆太, 矢地 謙太郎, 佐藤綾美, 泉井一浩, 山田 崇恭, 西脇眞二
日本機械学会論文集 Vol. 82 No. 835 2016
A topology optimization method for a coupled thermal-fluid problem using level set boundary expressions
Kentaro Yaji, Takayuki Yamada, Seiji Kubo, Kazuhiro Izui, Shinji Nishiwaki
International Journal of Heat and Mass Transfer Vol. 81 p. 878-888 2015/02 Research paper (scientific journal)
等密度の二相系格子ボルツマン法を用いたトポロジー最適化
矢地謙太郎, 山田 崇恭, 吉野 正人, 松本敏郎, 泉井一浩, 西脇眞二
計算数理工学論文集 Vol. 15 No. 09-151204 p. 49-54 2015 Research paper (scientific journal)
有限体積法を用いたレベルセット法に基づく非圧縮性粘性流れのトポロジー最適化
古口睦士, 矢地 謙太郎, 山田 崇恭, 泉井一浩, 西脇眞二
日本計算工学会論文集 Vol. 2015 No. 20150002 2015
Topology optimization using the lattice Boltzmann method incorporating level set boundary expressions
Kentaro Yaji, Takayuki Yamada, Masato Yoshino, Toshiro Matsumoto, Kazuhiro Izui, Shinji Nishiwaki
Journal of Computational Physics Vol. 274 p. 158-181 2014/10 Research paper (scientific journal)
流体問題を対象としたトポロジー最適化における離散ボルツマン方程式に基づく感度解析手法
矢地謙太郎, 山田崇恭, 吉野正人, 松本敏郎, 泉井一浩, 西脇眞二
計算数理工学論文集 Vol. 14 No. 16-141206 p. 67-72 2014
ブレーキディスクの構造最適化-冷却性能向上とブレーキ鳴き低減を同時に考慮したトポロジー最適化-
矢地謙太郎, 北村優太, 松島徹, 山田崇恭, 泉井一浩, 西脇眞二
精密工学会誌 Vol. 80 No. 8 p. 763-770 2014
内部流れを対象とした流出流量比を考慮可能なレベルセット法に基づくトポロジー最適化
久保世志, 矢地謙太郎, 山田崇恭, 泉井一浩, 西脇眞二
日本機械学会論文集 Vol. 80 No. 815 2014
格子運動論スキームを用いたレベルセット法に基づくトポロジー最適化
矢地 謙太郎, 山田 崇恭, 吉野 正人, 松本敏郎, 泉井一浩, 西脇眞二
計算数理工学論文集 Vol. 13 p. 85-90 2013
Publisher: 日本計算数理工学会
格子ボルツマン法を用いたレベルセット法に基づくトポロジー最適化
矢地謙太郎, 山田崇恭, 吉野正人, 松本敏郎, 泉井一浩, 西脇眞二
日本機械学会論文集 C編 Vol. 79 No. 802 2013
Oseen流れにおけるレベルセット法に基づくトポロジー最適化
矢地謙太郎, 山田崇恭, 久保世志, 泉井一浩, 西脇眞二
計算数理工学論文集 Vol. 12 p. 7-12 2012
積層造形×トポロジー最適化による冷却・軽量設計─次世代金型の創成に向けて─
矢地 謙太郎
型技術 Vol. 40 No. 8 p. 78-81 2025/08 Article, review, commentary, editorial, etc. (scientific journal)
金型の冷却水管設計に向けたトポロジー最適化
矢地 謙太郎
ぷらすとす Vol. 7 No. 82 p. 625-629 2024/10 Article, review, commentary, editorial, etc. (scientific journal)
『最適設計と積層造形』の新動向
矢地 謙太郎
計算工学 Vol. 27 No. 3 2022/08
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
矢地 謙太郎
ファインケミカル Vol. 50 No. 11 p. 27-32 2021/11 Article, review, commentary, editorial, etc. (scientific journal)
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
矢地 謙太郎
計算工学 Vol. 25 No. 4 p. 4156-4159 2020/11 Article, review, commentary, editorial, etc. (scientific journal)
Application of Topology Optimization to Fluid Problems
Kentaro YAJI
Journal of the Japan Society for Precision Engineering Vol. 86 No. 6 p. 400-404 2020/06 Article, review, commentary, editorial, etc. (scientific journal)
Publisher: Japan Society for Precision Engineering
Topology Optimization for Beginners
Kentaro YAJI
Journal of the Japan Society for Precision Engineering Vol. 85 No. 11 p. 965-968 2019/11 Article, review, commentary, editorial, etc. (scientific journal)
Publisher: Japan Society for Precision Engineering
格子ボルツマン法を用いた流れ場のトポロジー最適化
矢地 謙太郎
計算数理工学会誌 Vol. 2016-2 p. 15-24 2016 Article, review, commentary, editorial, etc. (scientific journal)
入門金属3Dプリンター技術
一般社団法人日本溶接協会AM部会技術委員会
産報出版 2024/09/01
ISBN: 4883180700
トポロジー最適化の基礎 : 弾性体ならびに熱流体関連工学諸問題への応用のために
近藤 継男, 矢地 謙太郎, 西脇 眞二
コロナ社 2024/05
ISBN: 9784339046885
再生可能エネルギー導入に向けたレドックスフロー電池の開発最前線 = Cutting edge technologies of redox flow batteries for the introduction of renewable energy
佐藤 縁
シーエムシー出版 2023/06
ISBN: 9784781317427
かたちの交叉を駆動力とする進化的トポロジー最適化
矢地 謙太郎
JACM受賞者セミナーシリーズ（第7回） 2025/03/01
深層生成モデルによるかたちの交叉を駆動力とする進化的トポロジー最適化とその最新応用
矢地 謙太郎
日本機械学会計算力学部門「数理から知的活動に繋げる代替モデリング研究会」 2024/12/19
Invitation to topology optimization for heat transfer problems
Kentaro Yaji
International Conference on Heat and Mass Transfer in Porous Media 2024 (ICHMT-PM 2024) 2024/11/08
生成モデルと進化的アルゴリズムの融合によるデータ駆動型形態創成
矢地 謙太郎
日本機械学会第37回計算力学講演会 2024/10/18
かたちの交叉に着目した進化的トポロジー最適化
矢地 謙太郎
日本応用数理学会2024年度年会 2024/09/16
Toward Data-driven Morphogenesis—Gradient-free Topology Optimization for Complex Problems
Kentaro Yaji
Asian Congress of Structural and Multidisciplinary Optimization 2024/05/21
Invitation to topology optimization for fluid problems—from traditional to AI-based approaches—
Kentaro Yaji
2024/03/28
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
王 岩, 矢地 謙太郎
日本トライボロジー学会 第65回研究会「“超”を目指す軸受技術研究会」 2023/12/16
トポロジー最適化で導く新奇な熱交換器
矢地 謙太郎
日本冷凍空調学会 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 2023/12/15
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—
矢地 謙太郎
日本学術会議 公開シンポジウム「第13回計算力学シンポジウム」 2023/12/04
Topology optimization incorporating the adjoint lattice Boltzmann method for steady and unsteady natural convection problems
Kentaro Yaji
5th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics 2022/08
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
矢地 謙太郎
日本機械学会計算力学部門 第5回「解析・設計の代替モデリング研究会」 2022/07
伝熱問題のためのトポロジー最適化
矢地 謙太郎
日本伝熱学会関西支部 第29期第1回講演討論会 2022/04
Topology optimization of fluid-fluid heat exchange systems
Kentaro Yaji
2022 ASHRAE Winter Conference 2022/02
トポロジー最適化による新奇な熱交換器設計
矢地 謙太郎
日本溶接協会 3D積層造形技術委員会 2021/09
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〜
矢地 謙太郎
日本応用数理学会 研究部会「数理設計」第21回研究集会 2020/12
Multifidelity design guided by topology optimization
Kentaro Yaji
TOP Webinar, International Society for Structural and Multidisciplinary Optimization 2020/07
流れ場のトポロジー最適化の基礎と工学設計への展開
矢地 謙太郎
日本機械学会 関西支部 第94期第2回支部専門部会 2019/02
Topology optimization for flow field designs
Kentaro Yaji
GSIS International Summer School 2018, Tohoku University 2018/08
Topology optimization for scalar transport with application to flow channel designs
Kentaro Yaji
International Conference CoMFoS18: Mathematical Analysis of Continuum Mechanics, The Japan Society for Industrial and Applied Mathematics 2018/06
Fluid topology optimization and applications in flow channel designs
Kentaro Yaji
The 8th Korea-Japan Workshop on Computational Mechanics, The Japan Society for Computational Engineering and Science 2018/06
格子ボルツマン法を利用した流れ場のトポロジー最適化
矢地 謙太郎
第31回計算数理工学フォーラム 2016/09
LBMを利用したトポロジー最適化手法とスカラー輸送を考慮した流路設計への展開
矢地 謙太郎
日本機械学会 第24回LBM研究会「格子ボルツマン法の基礎と応用に関する研究会」 2015/12
非定常問題を取り扱うトポロジー最適化における随伴変数法に基づく感度解析について
矢地 謙太郎
日本機械学会 2015年度日本機械学会年次大会 2015/09
Topology optimization for design of flow channel
Kentaro Yaji
Seminaires (Methodes Numeriques), Laboratoire Jacques-Louis Lion 2014/06
Topology optimization for microchannel heat sinks with nanofluids using an Eulerian-Eulerian approach
Chen Chih Hsiang, Yaji Kentaro
International Journal of Heat and Mass Transfer Vol. 243 2025/06/15
Topology optimization for particle flow problems using Eulerian-Eulerian model with a finite difference method
Chen Chih Hsiang, Yaji Kentaro
Computers and Fluids Vol. 291 2025/04/15
Deep concept identification for generative design
Tsumoto Ryo, Yaji Kentaro, Nomaguchi Yutaka, Fujita Kikuo
Advanced Engineering Informatics Vol. 65 No. Part C 2025/04/13
Data-driven multifidelity topology design with multi-channel variational auto-encoder for concurrent optimization of multiple design variable fields
Kawabe Hiroki, Yaji Kentaro, Aoki Yuichiro
Computer Methods in Applied Mechanics and Engineering Vol. 437 2025/03/15
Maximum Stress Minimization Via Data-Driven Multifidelity Topology Design
Kato Misato, Kii Taisei, Yaji Kentaro, Fujita Kikuo
Journal of Mechanical Design Vol. 147 No. 8 2025/02/26
Data-driven multi-fidelity topology design of fin structures for latent heat thermal energy storage
Luo Ji-Wang, Yaji Kentaro, Chen Li, Tao Wen-Quan
Applied Energy Vol. 377 2024/10/01
Latent Crossover for Data-Driven Multifidelity Topology Design
Kii Taisei, Yaji Kentaro, Fujita Kikuo, Sha Zhenghui, Seepersad Carolyn Conner
Journal of Mechanical Design Vol. 146 No. 5 2024/05/01
