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Data archive for 7-GridPix 'Septemboard' detector taken at CAST (2017/18)

<h1>Data archive for 7-GridPix 'Septemboard' CAST detector</h1> This data archive contains datasets related to the 7-GridPix 'Septemboard' detector used at the CERN Axion Solar Telescope (CAST) experiment in 2017/18. This archive assumes familiarity with the operation of the Septemboard detector at CAST and the PhD thesis it was used in. Once the thesis is published, I will update the Zenodo meta data to include a link to the thesis. For the time being see <a href="https://phd.vindaar.de" target="_blank" rel="noopener">https://phd.vindaar.de</a> The archive is split into three different files. For each file an explanation follows below. - <code>raw_data_gridpix_CAST_2017_18.tar</code> :: A single TAR ball of the entire raw   data recorded at CAST (and related). - <code>reco_data_gridpix_CAST_2017_18.tar</code> :: A single TAR ball of the   entire reconstructed data computed from the raw data. - <code>miscResourcesArchive.tar.gz</code> :: A single gzipped TAR ball of a large   number of miscellaneous files.  As the latter two archives contain a large number of files, a <code>*_list_of_files.txt</code> file is provided, which contains a <code>tree</code> view of the entire TAR ball. <h2><code>raw_data_gridpix_CAST_2017_18.tar</code> - Raw data archive</h2> This file contains all raw data recorded with the aforementioned detector. Raw data means it is the data produced by the <a href="https://github.com/Vindaar/TOS" target="_blank" rel="noopener">Timepix Operating Software (TOS).</a> The archive is a single TAR ball, which contains multiple directories. They are split by the date in which they were taken and their purpose. The directory structure is as follows: <code>├── 2017</code> <code>│   ├── CalibrationRuns</code> <code>│   ├── DataRuns</code> <code>│   ├── XrayFingerRuns</code> <code>│   └── development</code> <code>├── 2018</code> <code>│   ├── CalibrationRuns</code> <code>│   ├── DataRuns</code> <code>│   ├── FADC_100ns_50ns_comparisons</code> <code>│   │   ├── 100ns</code> <code>│   │   └── 50ns</code> <code>│   └── XrayFingerRuns</code> <code>├── 2018_2</code> <code>│   ├── BadRuns</code> <code>│   ├── CalibrationRuns</code> <code>│   └── DataRuns</code> <code>└── CDL_2019</code> <code>- 2017 :: Contains 'Run-2' data taken in 2017.</code> <code>  - CalibrationRuns: 55Fe runs from CAST</code> <code>  - DataRuns: Background runs from CAST (contains solar tracking data)</code> <code>  - XrayFingerRuns: Single X-ray finger run from before data taking,</code> <code>    not directly useful.</code> <code>  - development: Contains runs from development in 2017, in particular</code> <code>    the two runs showing excessive sparking from before the water</code> <code>    cooling was installed.</code> <code>- 2018 :: Contains 'Run-2' data taken in 2018 (up to Apr 2018).</code> <code>  - CalibrationRuns: 55Fe runs from CAST</code> <code>  - DataRuns: Background runs from CAST (contains solar tracking data)</code> <code>  - XrayFingerRuns: Single X-ray finger run, taken after Run-2 data taking.</code> <code>    Useful.</code> <code>  - FADC: Contains laboratory runs with the detector mounted</code> <code>    pointing towards the zenith. Multiple runs with an FADC</code> <code>    integration time of 50ns and multiple with 100ns.</code> <code>- 2018_2 :: Contains all 'Run-3' data taken in 2018.</code> <code>  - CalibrationRuns: 55Fe runs from CAST</code> <code>  - DataRuns: Background runs from CAST (contains solar tracking data)</code> <code>  - BadRuns: A single run to be ignored. Faulty.</code> <code>- CDL_2019 :: Data taken in the CAST detector lab (CDL) behind an</code> <code>  X-ray tube.</code> <h2><code>reco_data_gridpix_CAST_2017_18.tar</code> - Reconstructed  data archive</h2> This data archive contains all reconstructed data of the dataset taken with the 'Septemboard' detector at CAST in 2017/18. The reconstruction of the data is done via the tools part of <a href="https://github.com/Vindaar/TimepixAnalysis" target="_blank" rel="noopener">TimepixAnalysis.</a> It is a single TAR ball, which contains multiple directories. They are split by the type of data mainly. The main data files are those named <code>Calibration/DataRuns_2017/8_Raw/Reco.h5</code> as well as the similarly named <code>CDL</code> files. The naming follows that of the raw data archive. See below the directory structure for more details. The directory structure is as follows: <code>├── CDL_2019</code> <code>│   ├── CDL_2019_Raw.h5</code> <code>│   ├── CDL_2019_Reco.h5</code> <code>│   └── calibration-cdl-2018.h5</code> <code>├── CalibrationRuns2017_Raw.h5</code> <code>├── CalibrationRuns2017_Reco.h5</code> <code>├── CalibrationRuns2018_Raw.h5</code> <code>├── CalibrationRuns2018_Reco.h5</code> <code>├── DataRuns2017_Raw.h5</code> <code>├── DataRuns2017_Reco.h5</code> <code>├── DataRuns2018_Raw.h5</code> <code>├── DataRuns2018_Reco.h5</code> <code>├── FakeData</code> <code>│   ├── fakeData_500k_0_to_3keV_decrease.h5</code> <code>│   └── fakeData_500k_uniform_energy_0_10_keV.h5</code> <code>├── lhoodOutput</code> <code>│   ├── lhood_lnL_17_11_23_septem_fixed</code> <code>│   │   ├── lhood_c18_R2_crAll_sEff_0.7_lnL.h5</code> <code>│   │   ├── lhood_c18_R2_crAll_sEff_0.7_lnL.log</code> <code>│   │   ├── .... similar other files</code> <code>│   └── lhood_mlp_17_11_23_adam_tanh30_sigmoid_mse_82k</code> <code>│       ├── lhood_c18_R2_crAll_sEff_0.85_mlp_mlp_tanh_sigmoid_MSE_Adam_30_2checkpoint_epoch_82000_loss_0.0249_acc_0.9662.h5</code> <code>│       ├── lhood_c18_R2_crAll_sEff_0.85_mlp_mlp_tanh_sigmoid_MSE_Adam_30_2checkpoint_epoch_82000_loss_0.0249_acc_0.9662.log</code> <code>│       ├── .... similar other files</code> <code>├── limitOutput</code> <code>│   ├── lhood_limits_21_11_23</code> <code>│   │   ├── lhood_c18_R2_crAll_sEff_0.85_scinti_fadc_line_mlp_mlp_tanh_sigmoid_MSE_Adam_30_2checkpoint_epoch_82000_loss_0.0249_acc_0.9662_vQ_0.99</code> <code>│   │   │   ├── mc_limit_lkMCMC_skInterpBackground_nmc_15000_uncertainty_ukUncertain_σs_0.0281_σb_0.0028_posUncertain_puUncertain_σp_0.0500.csv</code> <code>│   │   │   ├── .... similar other files</code> <code>│   │   ├── lhood_c18_R2_crAll_sEff_0.85_scinti_fadc_septem_line_mlp_mlp_tanh_sigmoid_MSE_Adam_30_2checkpoint_epoch_82000_loss_0.0249_acc_0.9662_vQ_0.99</code> <code>│   │   │   ├── mc_limit_lkMCMC_skInterpBackground_nmc_2500_uncertainty_ukUncertain_σs_0.0281_σb_0.0028_posUncertain_puUncertain_σp_0.0500.csv</code> <code>│   │   │   ├── .... similar other files</code> <code>│   │   ├── lhood_c18_R2_crAll_sEff_0.85_scinti_fadc_septem_mlp_mlp_tanh_sigmoid_MSE_Adam_30_2checkpoint_epoch_82000_loss_0.0249_acc_0.9662_vQ_0.99</code> <code>│   │   │   ├── .... more files</code> <code>│   │   ├── Similar directories</code> <code>│   ├── lhood_limits_axion_photon_11_01_24</code> <code>│   │   │   ├── .... more files</code> <code>│   └── lhood_limits_chameleon_12_01_24</code> <code>│   │   │   ├── .... more files</code> <code>28 directories, 249 files</code> <code>- Root of the archive ::</code> <code>  - ~CalibrationRuns2017/18_Raw~: Raw data files of the 55Fe calibration</code> <code>    runs taken during the CAST data taking.</code> <code>  - ~CalibrationRuns2017/18_Reco~: Fully reconstructed data of the</code> <code>    same.</code> <code>  - ~Data*~: Same schema for the actual CAST data, containing both</code> <code>    background and solar tracking data.</code> <code>- ~FakeData~ :: A directory of two HDF5 files containing synthetic X-ray</code> <code>  data used for the training of MLPs as classifiers.</code> <code>- ~lhoodOutput~ :: A directory containing a large number of files</code> <code>  containing the output files of the ~likelihood~ program part of</code> <code>  ~TimepixAnalysis~. That is, files containing clusters passing cuts</code> <code>  of different setups of classifiers and vetoes. These are the files</code> <code>  needed as inputs for background rate and limit calculations.</code> <code>- ~limitOutput~ :: A directory of output results from limit</code> <code>  calculations.</code> See the file <code>reco_data_gridpix_CAST_2017_18_list_of_files.txt </code>for a list of all files contained. <h2><code>miscResourcesArchive.tar.gz</code> - Miscellaneous files</h2> This data archive contains a large amount of miscellaneous data related to the 2017/18 data taking campaign of the 7-GridPix 'Septemboard' detector at CAST. In particular, to understand the context of the files stored in this TAR ball, it is mandatory to read the extended version of the PhD thesis as well as the additional notes (<code>StatusAndProgress</code> as well as the <code>journal</code> linked under the URL linked at the top). Note that the vast majority of these files is likely not of significant interest, unless someone wishes to understand certain studies that were done. If however, someone reads one of these files and wishes to look into any of the referenced data files, I prefer to make them available. One particular set of interesting data is contained in the <code>MLP_snapshots</code> directory. It contains all snapshots of every MLP I ever trained during the work on my thesis. This includes the best performing MLP I eventually used for the results in my thesis. The other two directories contained are <code>phdResources</code> and <code>orgResources</code>. They are named such as they represent a <code>resources</code> directory part of my <code>phd</code> git repository and my <code>org</code> git repository (the latter is a repository for miscellaneous notes and things).  See the file <code>miscDataArchive_list_of_files.txt</code> for a list of all files contained.

ShareScore

40/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship: 8
Harmonization: 4
Access: 20
Reuse readiness: 8
Engagement: 0

Data archive for 7-GridPix 'Septemboard' detector taken at CAST (2017/18)

Score breakdown

Your academic CV and NIH biosketch