Yusuke Sakamoto

Yusuke Sakamoto
  • Email: sakamoto[at]merl[dot]com
  • Biography

    Yusuke joined Mitsubishi Electric Corporation in 2011 and is currently engaged in research and development of electric machines. His special fields of interest include electric machines, computational electromagnetism, design optimization, and model-based design. He is also a Ph.D. candidate in Mechanical Engineering at Kyoto University, Japan.

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  • MERL Publications

    •  Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., "Comparison of Learning-based Surrogate Models for Electric Motors", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
      BibTeX TR2023-042 PDF
      • @inproceedings{Xu2023may,
      • author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki},
      • title = {Comparison of Learning-based Surrogate Models for Electric Motors},
      • booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
      • year = 2023,
      • month = may,
      • url = {https://www.merl.com/publications/TR2023-042}
      • }
    •  Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Electric Motor Surrogate Model Combining Subdomain Method and Neural Network", Conference on the Computation of Electromagnetic Fields (COMPUMAG), May 2023.
      BibTeX TR2023-041 PDF
      • @inproceedings{Sakamoto2023may2,
      • author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
      • title = {Electric Motor Surrogate Model Combining Subdomain Method and Neural Network},
      • booktitle = {Conference on the Computation of Electromagnetic Fields (COMPUMAG)},
      • year = 2023,
      • month = may,
      • url = {https://www.merl.com/publications/TR2023-041}
      • }
    •  Xu, Y., Wang, B., Sakamoto, Y., Yamamoto, T., Nishimura, Y., Koike-Akino, T., Wang, Y., "Tandem Neural Networks for Electric Machine Inverse Design", IEEE International Electric Machines and Drives Conference (IEMDC), May 2023.
      BibTeX TR2023-040 PDF
      • @inproceedings{Xu2023may2,
      • author = {Xu, Yihao and Wang, Bingnan and Sakamoto, Yusuke and Yamamoto, Tatsuya and Nishimura, Yuki and Koike-Akino, Toshiaki and Wang, Ye},
      • title = {Tandem Neural Networks for Electric Machine Inverse Design},
      • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
      • year = 2023,
      • month = may,
      • url = {https://www.merl.com/publications/TR2023-040}
      • }
    •  Sakamoto, Y., Xu, Y., Wang, B., Yamamoto, T., Nishimura, Y., "Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model", IEEE International Electric Machines and Drives Conference (IEMDC), May 2023.
      BibTeX TR2023-038 PDF
      • @inproceedings{Sakamoto2023may,
      • author = {Sakamoto, Yusuke and Xu, Yihao and Wang, Bingnan and Yamamoto, Tatsuya and Nishimura, Yuki},
      • title = {Multi-Objective Motor Design Optimization with Physics-Assisted Neural Network Model},
      • booktitle = {IEEE International Electric Machines and Drives Conference (IEMDC)},
      • year = 2023,
      • month = may,
      • url = {https://www.merl.com/publications/TR2023-038}
      • }
    •  Talukder, K., Wang, B., Sakamoto, Y., "Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning", International Conference on Electrical Machines and Systems (ICEMS), DOI: 10.1109/​ICEMS56177.2022.9982881, December 2022, pp. 1-4.
      BibTeX TR2022-152 PDF
      • @inproceedings{Talukder2022dec,
      • author = {Talukder, Khaled and Wang, Bingnan and Sakamoto, Yusuke},
      • title = {Electric Machine Two-dimensional Flux Map Prediction with Ensemble Learning},
      • booktitle = {International Conference on Electrical Machines and Systems (ICEMS)},
      • year = 2022,
      • pages = {1--4},
      • month = dec,
      • doi = {10.1109/ICEMS56177.2022.9982881},
      • url = {https://www.merl.com/publications/TR2022-152}
      • }
    See All Publications for Yusuke
  • Other Publications

    •  Yusuke SAKAMOTO, Takayuki NAGASHIMA, Yuki SATO, Kazuhiro IZUI and Shinji NISHIWAKI, "Layout optimization of the beam spot locations scanned by electromagnets in particle beam therapy", Mechanical Engineering Journal, Vol. 9, No. 5, pp. 22-00140-22-00140, 2022.
      BibTeX
      • @Article{Sakamoto2022sep,
      • author = {SAKAMOTO, Yusuke and NAGASHIMA, Takayuki and SATO, Yuki and IZUI, Kazuhiro and NISHIWAKI, Shinji},
      • title = {Layout optimization of the beam spot locations scanned by electromagnets in particle beam therapy},
      • journal = {Mechanical Engineering Journal},
      • year = 2022,
      • volume = 9,
      • number = 5,
      • pages = {22--00140--22--00140}
      • }