Eventdisplay: An Analysis and Reconstruction Package for Ground-based Gamma-ray Astronomy
Authors/Creators
-
Maier, Gernot1
- Holder, Jamie2
- McCann, A.
- Behera, B.
- Duke, C.
- Giuri, C.
- Skole, C.
- Tak, D.
- Aliu, E.
- Pueschel, E.
- Pizlo, F.
- Decerpri, G.
- Finneagan, G.
- Foote, G.
- Hughes, G.
- Fleischhack, H.
- Krawczynski, H.
- Prokoph, H.
- Grube, J.
- Tyler, J.
- Berger, K.
- Pfrang, K.
- Gerard, L.
- Beilicke, M.
- Krause, M.
- McCutcheon, M.
- Nievas, M.
- Schroedter, M.
- Shayduk, M.
- Hakasson, N.
- Kelley-Hoskins, N.
- Gueta, O.
- Ivo, P.
- Guenette, R.
- Prado, R.
- Welsing, R.
- Griffin, S.
- Griffiths, S.
- O'Brian, S.
- Vincent, S.
- Vorobiov, S.
- Hassan, T.
- Khassen, Y.
- 1. DESY
- 2. Department of Physics and Astronomy and the Bartol Research Institute, University of Delaware, Newark, DE 19716, USA
Description
Eventdisplay is a reconstruction and analysis pipeline for data of Imaging Atmospheric Cherenkov Telescopes (IACT). It has been primarily developed for VERITAS and CTA analysis.
Code, analysis files and scripts can be find in the Eventdisplay GitHub Organisation. Docker images are available from the Eventdisplay container registry.
In case Eventdisplay is used in a research project, please cite the following publication:
Maier, G.; Holder, J., Eventdisplay: An Analysis and Reconstruction Package for Ground-based Gamma-ray Astronomy, 35th International Cosmic Ray Conference. 10-20 July, 2017. Bexco, Busan, Korea, Proceedings of Science, Vol. 301. Online at [https://pos.sissa.it/cgi-bin/reader/conf.cgi?confid=301], id.747 arXiv:1708.04048
New Feature
Improvements to small-array analysis:
- acceptance of loss values > 0.2 and introduction of mitigating steps
- dispBDTEnergy trains on logE instead of
TMath::Power( 10., fdisp_energy_T[i] * log10( img_size[i] ) ); - energy reconstruction (dispBDTEnergy) uses median instead of weighted mean
- introduce
TRAIN_RECO_QUALITYandTRAIN_RECO_METHODBDT machine learners - improved weight expression for training of dispBDTs
- (many typo and code layout fixes)
(#171)
Improve dispBDT analysis for small arrays.
Re-calculate stereo parameters for the array configuration under consideration. This was actually a bug, as the stereo parameters calculated for the full (hyper) array were used to calculate the emission height and the direction coordinates used for the
crosscalculation. Recalculate using the simple stereo reconstructor.Change scale to logarithmic for several variables used by the dispBDTs (width, tgrad_x, length, cross) to improve regression performance. (#178)
Maintenance
- Enable towncrier change logs. (#176)
- Fix GitHub build workflows after updates of several dependencies. (#181)
What's Changed
- Fix depreciated ENV settings in docker by @GernotMaier in https://github.com/Eventdisplay/Eventdisplay/pull/174
- Towncrier by @GernotMaier in https://github.com/Eventdisplay/Eventdisplay/pull/176
- Apply precommit by @GernotMaier in https://github.com/Eventdisplay/Eventdisplay/pull/177
- Fix build action. by @GernotMaier in https://github.com/Eventdisplay/Eventdisplay/pull/181
- Bump actions/checkout from 4 to 5 by @dependabot[bot] in https://github.com/Eventdisplay/Eventdisplay/pull/180
- Changes for small-array analysis by @GernotMaier in https://github.com/Eventdisplay/Eventdisplay/pull/171
Full Changelog: https://github.com/Eventdisplay/Eventdisplay/compare/v5.15.0...v5.16.0
Notes
Files
Eventdisplay/Eventdisplay-v5.16.0.zip
Files
(1.5 MB)
| Name | Size | Download all |
|---|---|---|
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md5:8aab882837646cfbf0695363e0e93730
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1.5 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/Eventdisplay/Eventdisplay/tree/v5.16.0 (URL)
Software
- Repository URL
- https://github.com/Eventdisplay/Eventdisplay