- 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., "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., "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}
- }
- 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}
- }
- 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}
- }
- Wang, B., Talukder, K., Sakamoto, Y., "Topological Data Analysis for Image-based Machine Learning: Application to Electric Motors", IEEE International Conference on Electrical Machines (ICEM), DOI: 10.1109/ICEM51905.2022.9910734, September 2022, pp. 1015-1021.
BibTeX TR2022-113 PDF- @inproceedings{Wang2022sep,
- author = {Wang, Bingnan and Talukder, Khaled and Sakamoto, Yusuke},
- title = {Topological Data Analysis for Image-based Machine Learning: Application to Electric Motors},
- booktitle = {IEEE International Conference on Electrical Machines (ICEM)},
- year = 2022,
- pages = {1015--1021},
- month = sep,
- doi = {10.1109/ICEM51905.2022.9910734},
- url = {https://www.merl.com/publications/TR2022-113}
- }