Dipole datasets v9

• Acquire data from oxygen run (SFTION + LHCION / LHCPRO) [completion:: 2025-07-07]
• Acquire data from neon run (SFTPRO + LHCION) [completion:: 2025-07-07]

The dataset v9 improves upon Dipole datasets v7 by adding additional data from the Oxygen and Neon run by adding cycles with SFTION and LHCION cycles, as well as LHC proton cycles.

Additional datasets

• SFTION1_LHC3 → SFTION1_LHCION2
• SFTION1_LHC2 → SFTION1_LHCION3
• SFTION1_LHC3 → SFTION1x2
• SFTION1_LHCPILOT → SFTION1x2
• SFTION1_LHCPILOT → SFTION1x2 → SFTION1_LHCPILOT
• SFTION1x2 → SFTION1_LHCION2
• SFTION1_LHCION2 → SFTION1_LHC3
• SFTION1_LHCION3 → SFTION1x2
• SFTION1x2 → SFTION1_LHCION3
• SFTION1_LHCION2 → SFTION1x2
• SFTION1x2 → SFTION1_LHC2
• SFTION1x2 → SFTION1_LHCPILOT

First trained on TFTMBI-161.

v9.1

Using fMD1 datasets

Removed the following datasets due to missing Bdot (some values missing)

• SFT_HIRADMT2_MD1x2 → SFTx2_HIRADMT1
  • SFT_LHC1_MD4 → SFT_LHC1

Datasets present in v9 but not in v7:

1. SFTION1_LHC2___SFTION1_LHCION3.parquet
2. SFTION1_LHC3___SFTION1_LHCION2.parquet
3. SFTION1_LHC3___SFTION1x2.parquet
4. SFTION1_LHCION2___SFTION1_LHC3.parquet
5. SFT_LHC1_____SFT_LHCPILOT_ZEROx9.parquet
6. SFT_LHC1_____SFTx3_2.parquet
7. SFTx3_____SFT_LHC1_2.parquet
8. fMD1_SFT_LHC1_____fMD1_SFTx2_LHCPILOT.parquet
9. fMD1_SFTx2_LHCPILOT_____fMD1_SFT_LHCPILOT.parquet
10. fMD1_SFTx2_fMD1_LHCPILOT_____fMD1_SFTx2_LHCPILOT.parquet