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 contains 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 1.3.1, 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.
The updated version v3 replaces the files affected by a bug in GAMBIT 1.3.0. Please only use GAMBIT 1.3.1 or newer and see v3 of the arXiv preprint or the erratum of the journal article for details. Zero-weighted samples from T-Walk scans have been removed from the hdf5 files for more user-friendly file sizes; the corresponding Diver scans can be used for likelihood-based analyses.
Files (21.4 GB)
Name Size
2_GeneralALP_1042.yaml
md5:3815f906cb227c8a3f839912c8fbc5fb
3.1 kB Download
2_GeneralALP_1042a.yaml
md5:aabf4d7546b84896bbb6c3122c115aa0
3.0 kB Download
2_GeneralALP_1042b.yaml
md5:554c89d8511c2ecd35d8806a7db5cac7
3.0 kB Download
2_GeneralALP_10M2.hdf5.tar.gz
md5:e327685280c1131b735ffa06352d550b
2.4 GB Download
2_GeneralALP_10M2a.hdf5.tar.gz
md5:9bc151e2349dba609b7e4ee76ddc7646
1.8 GB Download
2_GeneralALP_10M2b.hdf5.tar.gz
md5:270995979e2567dd98ee27b06adf2fea
1.7 GB Download
2_QCDAxion_1041.yaml
md5:61442b0b59e3e798c475af7f73a6fae8
3.4 kB Download
2_QCDAxion_1042.yaml
md5:f9702442e08ea434c591db54b2a00d69
3.4 kB Download
2_QCDAxion_10M1.hdf5.tar.gz
md5:8eb72f2c446d381165db9120d77e5232
1.7 GB Download
2_QCDAxion_10M1.pip
md5:37b398589eae907aeb4a9640630e7739
4.8 kB Download
2_QCDAxion_10M2.hdf5.tar.gz
md5:847b27f3effb6843eb7da4fe87b00ced
1.5 GB Download
2_QCDAxion_1141.yaml
md5:9f3a02beab3b93e2f3a2fa102fdcc872
3.7 kB Download
2_QCDAxion_1142.yaml
md5:cb1c4b7c4c6a5dc8664d07d7fac59041
3.7 kB Download
2_QCDAxion_11M1.hdf5.tar.gz
md5:51d6f7eb76aecd3a2f12e37ab8e4d75e
1.7 GB Download
2_QCDAxion_11M2.hdf5.tar.gz
md5:37080866db127081a8b8eda3b4940b67
2.4 GB Download
2_QCDAxion_3041.hdf5.tar.gz
md5:c000e1aa9dbd1518379f89bf2bfb7f50
1.2 GB Download
2_QCDAxion_3041.pip
md5:2c4edd06635ea164b3b45fe6bf63cca9
4.6 kB Download
2_QCDAxion_3041.yaml
md5:e92c3f82ad3d5df22e105d1c07cf0139
3.4 kB Download
2_QCDAxion_3042.hdf5.tar.gz
md5:afb6728dc67f54e77e6ca4ee8edd6297
512.9 MB Download
2_QCDAxion_3042.yaml
md5:2be0cb540104699fe4861021b8c9d2ca
3.4 kB Download
2_QCDAxion_3141.hdf5.tar.gz
md5:0ee29374f506727a6436226bfcec37bf
1.4 GB Download
2_QCDAxion_3141.yaml
md5:57cfbe2d8d51b6b06d7f47f17624c52a
3.6 kB Download
2_QCDAxion_3142.hdf5.tar.gz
md5:69eb2e3894c057cd9bce8a5e27a786fb
417.0 MB Download
2_QCDAxion_3142.yaml
md5:3e2f1013ea4e37f6d999717a1eba6430
3.7 kB Download
3_DFSZAxion_I_10411.yaml
md5:2796c6e4197d8480722340d19299aba7
3.4 kB Download
3_DFSZAxion_I_10M11.hdf5.tar.gz
md5:8c37b4f1d0f5372d603c93096cc52b7c
214.6 MB Download
3_DFSZAxion_I_11411.yaml
md5:215753a8fb1bbc2e54a44b89824e8a92
3.7 kB Download
3_DFSZAxion_I_11M11.hdf5.tar.gz
md5:1e4ef13670fc5c8b52d92c851924f264
814.7 MB Download
3_DFSZAxion_I_31411.hdf5.tar.gz
md5:36c6a5df475a317d542970961bc5ee86
527.0 MB Download
3_DFSZAxion_I_31411.yaml
md5:f47c78175518ebd7f429155a130439a4
3.6 kB Download
3_DFSZAxion_II_10412.yaml
md5:2d1a430f51d6756db0ba8c634705a7a4
3.4 kB Download
3_DFSZAxion_II_10M12.hdf5.tar.gz
md5:76e2b2f3f9a3aa6cd38c7e15dacb359a
212.9 MB Download
3_DFSZAxion_II_11412.yaml
md5:c1310571059daf99621c61ff80c369d6
3.7 kB Download
3_DFSZAxion_II_11M12.hdf5.tar.gz
md5:441e9c05d21bb4dba544aca6260dd6c2
1.2 GB Download
3_DFSZAxion_II_31412.hdf5.tar.gz
md5:9b8375d4789c4ed186331aa5e414a039
931.0 MB Download
3_DFSZAxion_II_31412.yaml
md5:c885ba8364a2228187d860a00060576a
3.6 kB Download
3_KSVZAxion_10411.yaml
md5:fc977cb51c8999e1103058e32616b079
3.4 kB Download
3_KSVZAxion_10412.yaml
md5:c150d75b527b4d61a8c1f9b11bbefc69
3.4 kB Download
3_KSVZAxion_10413.yaml
md5:9ca649c73c8829a0e8311d35b549a809
3.4 kB Download
3_KSVZAxion_10414.yaml
md5:e93aa8195c461af5e5b12956eda9271e
3.4 kB Download
3_KSVZAxion_10M11.hdf5.tar.gz
md5:ebe2c42957fc5e0c4f3c168b4c56865b
171.4 MB Download
3_KSVZAxion_10M12.hdf5.tar.gz
md5:faed0d949b365533504a117b0fd38838
171.2 MB Download
3_KSVZAxion_10M13.hdf5.tar.gz
md5:fcef685bd1ac56520fc72f17790021b7
165.4 MB Download
3_KSVZAxion_10M14.hdf5.tar.gz
md5:f234b452e6d494fc133520a9184063eb
170.8 MB Download
functions.py
md5:9929b607ec27549b0c9cee8464067bd0
709 Bytes Download
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