Dipole datasets v10
Added since v9
Datasets
- fMD1_SFT_LHCPILOT → fMD1_SFT_LHC1
- fMD1_SFTx3 → fMD1_SFT_LHCPILOT
- SFTION1_LHC3 → SFTION1_LHCION2
- SFTION1_LHC3 → SFTIONx2
- SFTION1_LHCION2 → SFTION1_LHCION3
- SFTION1_LHCION2 → SFTION1x2
- SFTION1_LHCION3 → SFTION1x2
- SFTION1x2 → SFTION1_LHC3
- SFTION1x2 → SFTION1_LHCION2
- SFTION1x2 → SFTION1_LHCION3
- SFT_LHCPILOT → SFTx3
- SFT_MD1_SHIP_MD1 → SFT_fMD1_SHIP_MD1
- SFTx2_SHIP → SFT_LHCPILOT
- SFTx3 → SFT_LHCINDIV
- SFTx3 → SFT_LHCINDIV_ZEROx6 → SFT_LHC1
Validation set
Changed to Dataset MD 2024-09-04 (full dataset), and remove manually the previous train/validation splits used in Dipole dataset v3.
Removed since v9
These datasets had measurement errors that degraded training
- SFT_LHC1_____SFTx3_2
- SFT_LHCPILOT_MD___SFT_LHC25NS_AWAKE1_SFTSHIP
- SFTx3___SFT_AWAKE1fu___SFT_AWAKE1
- SFTx3___SFT_LHC1_SPARE_INDIVdy___SFT_LHC1_SPARE_INDIV
Voltage dataset
The voltage datasets subset contains 36 out of 119 total datasets from v10 that have non-NaN values in the V_meas_V column, enabling analysis of both magnetic field and voltage measurements.
Datasets with voltage measurements
- SFTION1_LHC2 → SFTION1_LHCION3
- SFTION1_LHC3 → SFTION1_LHCION2
- SFTION1_LHC3 → SFTION1x2
- SFTION1_LHC3 → SFTION1_LHCION2
- SFTION1_LHC3 → SFTIONx2
- SFTION1_LHCION2 → SFTION1_LHC3
- SFTION1_LHCION2 → SFTION1_LHCION3
- SFTION1_LHCION2 → SFTION1x2
- SFTION1_LHCION3 → SFTION1x2
- SFTION1x2 → SFTION1_LHC3
- SFTION1x2 → SFTION1_LHCION2
- SFTION1x2 → SFTION1_LHCION3
- SFTSHIP_LHCPILOT_MD1 → SFTSHIP_LHCPILOTdy_MD1
- SFT_AWAKE1 → SFT_LHCINDIV_SHORT
- SFT_AWAKE1_fMD1 → SFT_AWAKE1
- SFT_HIRADMT1_LHCINDIV → SFT_ZERO_HIRADMT1
- SFT_LHC1_MD4 → SFT_LHC1
- SFT_LHC1 → SFT_LHCPILOT_ZEROx9
- MBI Dataset - SFT_LHC1_____SFT_LHCPILOT_ZEROx9
- SFT_LHCINDIV_AWAKE1 → SFTdyx2 → SFTx2
- SFT_LHCINDIV_AWAKE1_fMD1 → SFT_AWAKE1_fMD1
- SFT_LHCPILOT → SFT_AWAKE1
- SFT_LHCPILOT → SFT_ZERO_HIRADMT1_MD1
- SFT_LHCPILOT → SFTx3
- SFT_MD1_SHIP_MD1 → SFT_fMD1_SHIP_MD1
- SFT_ZERO_HIRADMT1 → SFT_ZERO_HIRADMT2
- Multi-zero transition sequence
- Complex multi-cycle sequence
- Pilot cycle variations
- SFTx2_SHIP → SFT_LHCPILOT
- SFTx3 → SFTx2_LHCPILOT
- SFTx3 → SFT_LHC1_2
- SFTx3 → SFT_LHCINDIV
- SFTx3 → SFT_LHCINDIV_ZEROx6 → SFT_LHC1
- fMD1_SFT_LHCPILOT → fMD1_SFT_LHC1
- fMD1_SFTx3 → fMD1_SFT_LHCPILOT
- fMD1_SFTx2_fMD1_LHCPILOT → fMD1_SFTx2_LHCPILOT
Dataset configuration available in mbi_dataset_v10_voltage.yml.