Autoencoder Based Analysis of RF Parameters in the Fermilab Low Energy Linac
Machine learning (ML) has the potential for significant impact on the modeling, operation, and control of particle accelerators due to its ability to model nonlinear behavior, interpolate on complicated surfaces, and adapt to system changes over time. Anomaly detection in particular has been highlig...
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-05-01
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| Series: | Information |
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| Online Access: | https://www.mdpi.com/2078-2489/12/6/238 |