Shintaro Yamasaki

ヤマサキシンタロウ | Shintaro Yamasaki

Affiliation and department：
Job title： Professor

Research field (4)： Electronic devices and equipment , Design engineering , Machine materials and mechanics , Computational science

Research keywords (6)： Integrated devices , 最適設計 , 構造最適化 , トポロジー最適化 , 機械学習 , データサイエンス

Research theme for competitive and other funds (7)：

2020 - 2025 形態形成の原理の解明と工学への展開
2020 - 2025 構造最適化による形態形成原理の解明とその工学応用
2020 - 2023 数理最適化に基づくノイズフィルタのレイアウト創成設計
2015 - 2018 Topology optimization of in-vehicle motors for achieving torque maxmization and power consumption minimization
2015 - 2016 オイラー・ラグランジュ連携型物理シミュレーションに基づく機能構造の創成設計

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Papers (83)：

Tsumoto R, Fujita K, Nomaguchi Y, Yamasaki S, Yaji K. Classification-directed conceptual structure design based on topology optimization, deep clustering, and logistic regression. Proceedings of the ASME 2022 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. 2022. DETC2022-88548
Yaji K, Yamasaki S, Fujita K. Data-driven multifidelity topology design using a deep generative model: Application to forced convection heat transfer problems. Computer Methods in Applied Mechanics and Engineering. 2022. 388. 114284
Yamasaki S, Yaji K, Fujita K. Data-driven topology design using a deep generative model. Structural and Multidisciplinary Optimization. 2021. 64. 3. 1401-1420
Fujita K, Minowa K, Nomaguchi Y, Yamasaki S, Yaji K. Design concept generation with variational deep embedding over comprehensive optimization. Proceedings of the ASME 2021 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference. 2021. DETC2021-69544
Sakashita M, Yamasaki S, Yaji K, Kawamoto A, Kondo S. Three-dimensional topology optimization model to simulate the external shapes of bone. PLoS computational biology. 2021. 17. 6. e1009043

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MISC (1)：

山田恭崇, 山崎慎太郎, 西脇眞二, 泉井一浩, 吉村允孝. コンプライアントメカニズムのトポロジカルデリバティブを用いたレベルセット法に基づく構造最適化. 2008年度精密工学会春季大会,精密工学会神奈川. 2008. 885-886

Books (1)：

Lectures and oral presentations (122)：

オタマボヤのハウス形成: 繊維素材をもちいた機能的な網目構造の設計
(日本機械学会第35回バイオエンジニアリング講演会 2023)
A topology optimization method of natural convection heat sinks by the Darcy model
(2023)
A Study of Data-driven Topology Design Using Principal Component Analysis
(2023)
Data-Driven Topology Design of Tire Tread Pattern Incorporating Design Evaluation Focused on Geometric Features
(2023)
Optimal design of natural convection heat sinks by data-driven multifidelity topology design
(The 14th Optimization Symposium 2022, the Japan Society of Mechanical Engineers 2022)

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Education (3)：

Professional career (2)：

Work history (5)：

2022/04 - 現在 Waseda University Graduate School of Information Production and Systems Professor
2013/01 - 2022/03 大阪大学大学院工学研究科機械工学専攻准教授
2010/04 - 2012/12 Shibaura Institute of Technology Department of Machinery and Control Systems, College of Systems Engineering and Science
2007/11 - 2010/03 Toyota Central R&D Labs., Inc.
1999/04 - 2007/09 ローム株式会社

Awards (3)：

Association Membership(s) (5)：

日本シミュレーション学会 , 日本設計工学会 , 電子情報通信学会 , 日本計算工学会 , 日本機械学会

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