Performance prediction of sintered NdFeB magnet using multi-head attention regression models
Abstract The preparation of sintered NdFeB magnets is complex, time-consuming, and costly. Data-driven machine learning methods can enhance the efficiency of material synthesis and performance optimization. Traditional machine learning models based on mathematical and statistical principles are effe...
| Published in: | Scientific Reports |
|---|---|
| Main Authors: | Qichao Liang, Qiang Ma, Hao Wu, Rongshun Lai, Yangyang Zhang, Ping Liu, Tao Qi |
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-11-01
|
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-024-79435-7 |
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