A high-ratio lossy data compression framework for beam diagnostic systems using ResNet AutoEncoder networks
Modern particle accelerator facilities employ sophisticated beam diagnostic systems (BDS) for operation status monitoring, in which advanced beam detectors generate high-fidelity data streams with a throughput exceeding hundreds of MB/s, posing substantial storage and transmission challenges. To add...
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| Autors principals: | , , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Elsevier
2026-05-01
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| Col·lecció: | Nuclear Engineering and Technology |
| Matèries: | |
| Accés en línia: | http://www.sciencedirect.com/science/article/pii/S1738573326000574 |
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