Transfer learning-enhanced physics informed neural network for accurate melt pool prediction in laser melting
The profile of the melt pool is essential in selective laser melting (SLM) to control the process quality and avoid defects. Physics informed neural network (PINN) method is proposed to address challenges in various science and engineering problems when traditional numerical calculations are time-co...
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| Автори: | , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
ELSPublishing
2025-01-01
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| Серія: | Advanced Manufacturing |
| Предмети: | |
| Онлайн доступ: | https://elsp-homepage.oss-cn-hongkong.aliyuncs.compaper/journal/open/AM/2025/am20250001.pdf |
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