Dataset Open Access

Supplementary Data: Axion global fits with Peccei-Quinn symmetry breaking before inflation using GAMBIT

The GAMBIT Collaboration

Description of Supplementary Data

This record containts the samples used to create the figures (excluding validation and prior dependence plots) and to derive most of the results in Hoof et al., “Axion global fits with Peccei-Quinn symmetry breaking before inflation using GAMBIT” (available on the arXiv). Please contact the authors if you are interested in other samples, YAML files or plotting scripts.

This record consists of

  • 21 YAML files (6 for T-Walk, 15 for Diver). Running ./gambit -f path/to/YAML/file.yaml in the GAMBIT directory will start the scan. However, most users might want to adjust the output file name and directory as well as the settings for the samplers to their systems.
  • 21 hdf5 files (6 for T-Walk, 15 for Diver). These files contain the actual samples and were compressed using the tar format.
  • Two example pip files (2_QCDAxion_10M1.pip for Diver samples, 2_QCDAxion_3041.pip for T-Walk samples) for producing plots from the corresponding hdf5 files, using pippi and functions.py.

The files follow the naming scheme V_ModelName_[S][C][I][R][E] plus one of the extensions .yaml, .hdf5.tar.gz, or .pip.

  • V: This internal version number can be ignored, but should be quoted when asking for help with the plotting scripts
  • ModelName: Corresponds to the axion models in the paper (GeneralALP, QCDAxion, DFSZAxion_I, DFSZAxion_II, KSVZAxion)
  • S: Scanner (S=1: Diver, S=3: T-Walk)
  • C: Switch to include (C=1) or exclude (C=0) the White Dwarf cooling hints
  • I: Setting for the initial misalignment angle θi (I=4: flat prior on θi with values in [-3.1415, 3.1415]). I=M is used to indicate that the file includes merged samples from other scans in addition to the corresponding I=4 scan.
  • R: Setting for the DM relic density likelihood (R=1: upper limit, R=2: matching the DM density)
  • E: Extra digit for the anomaly ratio E/N; only for KSVZAxion models (E=1: 0, E=2, 2/3, E=3: 5/3, E=4: 8/3), DFSZAxion-I models (E=1: 8/3), DFSZAxion-II models (E=2: 2/3), or some GeneralALP files (E=a: “QCD-like setting” with β = 7.94, Tcrit = 147 MeV; E=b: “Simple ALP-like setting” with β = 0, Tcrit irrelevant)

For convenience, we provide a mapping between the figures in the paper and the hdf5 files:

  • Fig. 1: none
  • Figs 2 - 11: Validation plots
  • Figs 12 + 13: 2_GeneralALP_10M2
  • Fig. 14: 2_GeneralALP_10M2a, 2_GeneralALP_10M2b
  • Fig. 15: 2_QCDAxion_10M1, 2_QCDAxion_10M2
  • Fig. 16: 2_QCDAxion_3041, 2_QCDAxion_3042
  • Figs 17 + 18: 2_QCDAxion_10M1, 2_QCDAxion_10M2, 2_QCDAxion_30M1, 2_QCDAxion_30M2
  • Fig. 19: 3_KSVZAxion_10M11, 3_KSVZAxion_10M12, 3_KSVZAxion_10M13, 3_KSVZAxion_10M14, 3_DFSZAxion_I_10M11, 3_DFSZAxion_II_10M12
  • Fig. 20: 2_QCDAxion_10M1, 3_KSVZAxion_10M11, 3_KSVZAxion_10M12, 3_KSVZAxion_10M13, 3_KSVZAxion_10M14, 3_DFSZAxion_I_10M11, 3_DFSZAxion_II_10M12
  • Fig. 21: 2_QCDAxion_11M1, 2_QCDAxion_11M2
  • Fig. 22: 2_QCDAxion_3141, 2_QCDAxion_3142
  • Figs 23 + 24: 2_QCDAxion_3041, 2_QCDAxion_3042, 2_QCDAxion_3141, 2_QCDAxion_3142
  • Fig. 25: 2_QCDAxion_3141, 2_QCDAxion_3142
  • Fig. 26: 2_QCDAxion_11M1, 3_DFSZAxion_I_11M11, 3_DFSZAxion_II_11M12
  • Fig. 27: 2_QCDAxion_3141, 3_DFSZAxion_I_31411, 3_DFSZAxion_II_31412
  • Fig. 28: Validation plot
  • Fig. 29: Prior dependence plot

A few caveats to keep in mind:

  • The YAML files are designed to work with GAMBIT 1.3.0, and the pip files are tested with pippi 2.1, commit 1a08644. They may or may not work with later versions of either software (these working versions/commits can always be obtained via the git history).
  • The pip files will produce an approximately complete, but very basic version of plots in the paper. Re-creating all the plots in the paper requires various manual, undocumented interventions such as additions, deletions and combination of the plotting scripts created by pippi. Users wishing to reproduce the more advanced plots in the paper should contact the authors for tips, scripts, or experiment for themselves.

Files (38.8 GB)
Name Size
2_GeneralALP_1042.yaml
md5:15cc841fd44e0d570e4511af933a928b
3.1 kB Download
2_GeneralALP_1042a.yaml
md5:9c7f52ed3249384353cc2c71c1ba4726
3.0 kB Download
2_GeneralALP_1042b.yaml
md5:21b01b04187c7458e527fdb31faeb52d
3.0 kB Download
2_GeneralALP_10M2.hdf5.tar.gz
md5:56fb0d3cc5c8c2f5a6adcae9a8a7f85d
2.4 GB Download
2_GeneralALP_10M2a.hdf5.tar.gz
md5:71800676a3b8d891e5c971b194ca696f
1.8 GB Download
2_GeneralALP_10M2b.hdf5.tar.gz
md5:e686c380ebd534b7d0676c9101c76ef5
1.7 GB Download
2_QCDAxion_1041.yaml
md5:4e1edb55a706bf0de29362b192ab5e4a
3.4 kB Download
2_QCDAxion_1042.yaml
md5:6568e3f0b0f48b7790fb15af18db0fdf
3.4 kB Download
2_QCDAxion_10M1.hdf5.tar.gz
md5:f35fd4f48fbef84cebd54bc74e2091e5
1.9 GB Download
2_QCDAxion_10M1.pip
md5:dac3a422181b27db5a0093e595b86f6b
4.8 kB Download
2_QCDAxion_10M2.hdf5.tar.gz
md5:d20b07a57e43a025124632acb2a186bf
2.0 GB Download
2_QCDAxion_1141.yaml
md5:8fa05289a237edfb475dac18b4b29f13
3.7 kB Download
2_QCDAxion_1142.yaml
md5:e0ab1f75e6fdd7bfc5c4e09235077434
3.7 kB Download
2_QCDAxion_11M1.hdf5.tar.gz
md5:a27ec9513fb0bb68fbc985ef86c0d07b
2.0 GB Download
2_QCDAxion_11M2.hdf5.tar.gz
md5:afab11b4316f67d50f96a8905fbaa060
1.2 GB Download
2_QCDAxion_3041.hdf5.tar.gz
md5:06a9d706018cb9245c98fcf4500f302c
4.4 GB Download
2_QCDAxion_3041.pip
md5:8d7ff1e160ad060bdc2e9b7aebe19971
4.7 kB Download
2_QCDAxion_3041.yaml
md5:0bdd74bf11e5a9c82ebdc731bfbb0932
3.4 kB Download
2_QCDAxion_3042.hdf5.tar.gz
md5:328b254175a8067a5846cc0acf62057a
2.1 GB Download
2_QCDAxion_3042.yaml
md5:c59bd3c45afe86372d2662aaa2679313
3.4 kB Download
2_QCDAxion_3141.hdf5.tar.gz
md5:d9a2b46e4daf4c7bb842b8b1ca1900f9
4.5 GB Download
2_QCDAxion_3141.yaml
md5:f348e6dad918bfd2099b5a9b6b87542e
3.6 kB Download
2_QCDAxion_3142.hdf5.tar.gz
md5:56b930365a513c9e837a3c28eb1f2c85
2.1 GB Download
2_QCDAxion_3142.yaml
md5:5aeca493e1d29dbbf1b2ea8a49883a2a
3.7 kB Download
3_DFSZAxion_I_10411.yaml
md5:cdf113e061e7fd93f377c6024e844f9a
3.4 kB Download
3_DFSZAxion_I_10M11.hdf5.tar.gz
md5:d3e1891158cd50d5365ad50a4027106e
248.1 MB Download
3_DFSZAxion_I_11411.yaml
md5:ee95745365b6e3ba9db86de689ead23d
3.7 kB Download
3_DFSZAxion_I_11M11.hdf5.tar.gz
md5:e087e5198f500531a03cba4b95f5d594
823.8 MB Download
3_DFSZAxion_I_31411.hdf5.tar.gz
md5:a1f65037be2b8ef43b3f869a12657aad
5.2 GB Download
3_DFSZAxion_I_31411.yaml
md5:8fd4473d9a4ddb75c2f30b99c420da28
3.6 kB Download
3_DFSZAxion_II_10412.yaml
md5:01c153b2128eeab935119a522724a3b2
3.4 kB Download
3_DFSZAxion_II_10M12.hdf5.tar.gz
md5:801a4f6e7c05debd0c4a3d0746fb12be
241.3 MB Download
3_DFSZAxion_II_11412.yaml
md5:6550102aeab91bb0a584975f9e4d11ae
3.7 kB Download
3_DFSZAxion_II_11M12.hdf5.tar.gz
md5:ff63e605de8e80016f7a786da3efdac5
847.1 MB Download
3_DFSZAxion_II_31412.hdf5.tar.gz
md5:79b0fb18515cd7b9f5f81f5b167c7766
4.6 GB Download
3_DFSZAxion_II_31412.yaml
md5:4f8c59537a660f41a755eaa13c56d332
3.6 kB Download
3_KSVZAxion_10411.yaml
md5:591c04a2abb3092a0faa04c2e6b6bfe3
3.4 kB Download
3_KSVZAxion_10412.yaml
md5:1dd553e0d596569cbba0bc67b1ab4b4e
3.4 kB Download
3_KSVZAxion_10413.yaml
md5:3bf9e61b83d31efb0d124744b24be763
3.4 kB Download
3_KSVZAxion_10414.yaml
md5:4ded69407d78754ec111279d1cc62661
3.4 kB Download
3_KSVZAxion_10M11.hdf5.tar.gz
md5:a76cd531d07305f33e568aa43734a1be
189.5 MB Download
3_KSVZAxion_10M12.hdf5.tar.gz
md5:18e6455e795c1145c8214a8b48f4ff17
189.5 MB Download
3_KSVZAxion_10M13.hdf5.tar.gz
md5:b836de61f8ee1978eaf85065fbd23192
185.8 MB Download
3_KSVZAxion_10M14.hdf5.tar.gz
md5:01722b0fc9a03ae95751a4d5fc9aaf39
189.0 MB Download
functions.py
md5:441603445458a1ec0629342d92f2b18e
710 Bytes Download
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