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You are here: Foswiki>COMETA Web>WkG2 (24 Nov 2023, AlessandraCappati)Edit Attach
WG2 - Technological innovation in data analysis
Useful info
WG Leaders:- Alessandra Cappati
- Riccardo Finotello
- Claudius Krause
- 22 November 2023: https://indico.cern.ch/event/1349057/
WG2 Mattermost channel:
To access it, you first need to use the invitation link that you can find in the general COMETA twiki.
https://mattermost.web.cern.ch/cometa/channels/wg2-technological-innovation-in-data-analysisHEP issues that we would like to address using ML techniques
- jet/event topology tagging
- polarization
- simulations
- jet substructures
- trajectory reconstruction
- signal detection (to be tested on public datasets)
Benchmarks
Common spaces where to test algorithms to target the HEP issues identified.
TO BE DEFINEDTechniques
To address the HEP issues, to be tested on the common benchmarks.
TO BE DEFINEDAvailable public datasets
- The LHC Olympics 2020: https://arxiv.org/abs/2101.08320
- IML public datasets: https://iml.web.cern.ch/public-datasets
- A Living Review of Machine Learning for Particle Physics: https://iml-wg.github.io/HEPML-LivingReview/
Guidelines for presentations
TO BE DEFINED
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