Multi-objective optimization of magnet compositions by machine learning
- 会議発表ポスター
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Hyuga Hosoi (author) (この著者で検索)Toyota Motor Corporation, Japan;Yamano Hayate (author) (この著者で検索)Toyota Motor Corporation, Japan;Kinoshita Akihito (author) (この著者で検索)Toyota Motor Corporation, Japan;Sakuma Noritsugu (author) (この著者で検索)Toyota Motor Corporation, Japan;Umetani Yusuke (author) (この著者で検索)Toyota Motor Corporation, Japan;Shoji Tetsuya (author) (この著者で検索)Toyota Motor Corporation, JapanThomas Schrefl (author) (この著者で検索)Donau University Krems, Austria
- キーワード
- REPM2025, NdFeB, Machine Learning, Multi–objective optimization, WAVEBASE
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:00 +0900
In-Depth investigation of the sub-micronic equiaxed grain microstructure of a NdFeB permanent magnet fabricated by Laser Powder Bed Fusion
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Aymeric Wolz (author) (この著者で検索)CEA (French Alternative Energies and Atomic Energy Commission), France;Jean-Paul Garandet (author) (この著者で検索)CEA (French Alternative Energies and Atomic Energy Commission), France;Camille Flament (author) (この著者で検索)CEA (French Alternative Energies and Atomic Energy Commission), FranceOlivier Tosoni (author) (この著者で検索)CEA (French Alternative Energies and Atomic Energy Commission), France
- キーワード
- REPM2025, Laser Powder Bed Fusion (LPBF), Additive manufacturing, NdFeB, Microstructure investigation, Columnar to equiaxed transition (CET)
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:28 +0900
Accelerated development of thermally stable Nd-Fe-B magnets with light rare-earth elements and their synergetic effects to temperature stability with Co
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Xinyi Ji (author) (この著者で検索)Shanghai Jiao Tong University, China;Lanting Zhang (author) (この著者で検索)Shanghai Jiao Tong University, China;Hong Zhu (author) (この著者で検索)Shanghai Jiao Tong University, China;Zhaozhe Zhong (author) (この著者で検索)Toyota Motor Technical Research and Service (Shanghai) Co., Ltd, China;Jian Liu (author) (この著者で検索)Toyota Motor Technical Research and Service (Shanghai) Co., Ltd, China;Zhanji Dong (author) (この著者で検索)Yantai Dongxing Magnetic Materials Inc, China;Zhongjie Peng (author) (この著者で検索)Yantai Dongxing Magnetic Materials Inc, ChinaKaihong Ding (author) (この著者で検索)Yantai Dongxing Magnetic Materials Inc, China
- キーワード
- REPM2025, Nd-Fe-B magnet, light rare-earth elements, Bayesian optimization, temperature stability, site occupation
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:51 +0900
Development of an active magnetic refrigerator for hydrogen liquefaction
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Koji Kamiya (author) (この著者で検索)National Institute for Materials Science, Japan;Kyohei Natsume (author) (この著者で検索)National Institute for Materials Science, Japan;Akira Uchida (author) (この著者で検索)National Institute for Materials Science, Japan;Tsuyoshi Shirai (author) (この著者で検索)National Institute for Materials Science, Japan;Akiko T. Saito (author) (この著者で検索)National Institute for Materials Science, Japan;Takenori Numazawa (author) (この著者で検索)National Institute for Materials Science, Japan;Xin Tang (author) (この著者で検索)National Institute for Materials Science, Japan;Hossein Sepehri-Amin (author) (この著者で検索)National Institute for Materials Science, JapanKoichi Matsumoto (author) (この著者で検索)Kanazawa University, Japan
- キーワード
- REPM2025, Magnetic refrigeration, AMR, hydrogen
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:37 +0900
Micromagnetic Simulations of Hot-deformed Nd-Fe-B Magnets Subjected to Eutectic Grain Boundary Diffusion Process
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Anton Bolyachkin (author) (この著者で検索)National Institute for Materials Science, Japan;Xin Tang (author) (この著者で検索)National Institute for Materials Science, Japan;Nikita Kulesh (author) (この著者で検索)National Institute for Materials Science, JapanHossein Sepehri-Amin (author) (この著者で検索)National Institute for Materials Science, Japan
- キーワード
- REPM2025, Micromagnetic simulations, Nd-Fe-B magnets, grain boundary diffusion
- 刊行年月日
- 更新時刻
- 2025-08-20 12:31:18 +0900
Improvement of Hk and squareness in d-HDDR-treated Nd-Fe-B powders prepared using modified starting powder
- 会議発表ポスター
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Takashi Horikawa (author) (この著者で検索)Aichi Steel Corporation, Japan;Masao Yamazaki (author) (この著者で検索)Aichi Steel Corporation, Japan;Masashi Matsuura (author) (この著者で検索)Tohoku University, JapanSatoshi Sugimoto (author) (この著者で検索)Tohoku University, Japan
- キーワード
- REPM2025, Nd-Fe-B magnet powder, HDDR, Hk, squareness, powder diameter
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:46 +0900
Enhancement of thermal stability of Sm(Fe-Co)12-B thin films by cap layer deposition and post-annealing
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Yuichi Mori (author) (この著者で検索)Tohoku Gakuin University, Japan;Soga Nakatsuka (author) (この著者で検索)Tohoku Gakuin University, Japan;Masaaki Doi (author) (この著者で検索)Tohoku Gakuin University, JapanToshiyuki Shima (author) (この著者で検索)Tohoku Gakuin University, Japan
- キーワード
- REPM2025, SmFe12-based compound, ThMn12-type crystal structure, Element addition
- 刊行年月日
- 更新時刻
- 2025-09-11 16:30:36 +0900
Enabling the production of large HRE lean magnets with homogeneous microstructure - the particle size effect in the 2-powder method and core-shell development in large magnets
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Konrad Opelt (author) (この著者で検索)Fraunhofer IWKS, Fraunhofer Research Institution for Materials Recycling and Resource Strategies, Aschaffenburger Str. 121, 63457 Hanau, Germany;Mario Schönfeldt (author) (この著者で検索)Fraunhofer IWKS, Fraunhofer Research Institution for Materials Recycling and Resource Strategies, Aschaffenburger Str. 121, 63457 Hanau, Germany;Chi-Chia Lin (author) (この著者で検索)Fraunhofer IWKS, Fraunhofer Research Institution for Materials Recycling and Resource Strategies, Aschaffenburger Str. 121, 63457 Hanau, Germany;Jürgen Gassmann (author) (この著者で検索)Fraunhofer IWKS, Fraunhofer Research Institution for Materials Recycling and Resource Strategies, Aschaffenburger Str. 121, 63457 Hanau, Germany;Imants Dirba (author) (この著者で検索)TU Darmstadt, Department of Materials and Geosciences, Functional Materials, Peter-Grünberg-Str. 16, 64287 Darmstadt, Germany;Abdullatif Durgun (author) (この著者で検索)TU Darmstadt, Department of Materials and Geosciences, Functional Materials, Peter-Grünberg-Str. 16, 64287 Darmstadt, Germany;Matic Jovičević-Klug (author) (この著者で検索)Max-Planck- Institute for Sustainable Materials GmbH, Department of Microstructure Physics and Alloy Design, Max-Planck-Str. 1, 40237 Düsseldorf, GermanyOliver Gutfleisch (author) (この著者で検索)TU Darmstadt, Department of Materials and Geosciences, Functional Materials, Peter-Grünberg-Str. 16, 64287 Darmstadt, Germany
- キーワード
- REPM2025, Nd-Fe-B, life-cycle-assessment, permanent magnets, core-shell structure, sustainable manufacturing
- 刊行年月日
- 更新時刻
- 2025-09-11 16:31:55 +0900
Phase-field simulation of liquid-phase sintering coupled with a CALPHAD database of Nd-Fe-B-Cu system
- プレゼンテーション
- コレクション
- The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
- 著者
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;Akimitsu Ishii (author) (この著者で検索)National Institute for Materials Science, Japan;Toshiyuki Koyama (author) (この著者で検索)National Institute for Materials Science, Japan;Taichi Abe (author) (この著者で検索)National Institute for Materials Science, JapanMachiko Ode (author) (この著者で検索)National Institute for Materials Science, Japan
- キーワード
- REPM2025, Liquid-phase sintering, Nd-Fe-B magnets, Phase-field simulation, CALPHAD, Microstructure
- 刊行年月日
- 更新時刻
- 2025-08-20 12:30:19 +0900