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What's the news here? Using Machine Learning in data analysis is common practice in particle physics. Is the news that they want to use ML in the trigger selec
by konschubert 9y ago
What's the news here? Using Machine Learning in data analysis is common practice in particle physics.
Is the news that they want to use ML in the trigger selection now?
Also, which one of the four experiments is doing this?
EDIT: Ah, it's CMS.
- diehunde 9y agoI think it's that they posted part of their data on Kaggle to see if someone can come up with a better model
- dukwon 9y ago> Is the news that they want to use ML in the trigger selection now? Not quite (and that wouldn't be news). It's using ML for track reconstruction. Not even LHCb does this.
- konschubert 9y agoAh, cool! That's really quite interesting!
- tempay 9y agoLHCb does use ML for trigger selections already[1]. [1] https://cds.cern.ch/record/2243560?ln=en https://cds.cern.ch/record/2243560?ln=en
- dukwon 9y agoYep. I meant we don't use it for track reconstruction.
- ibeckermayer 9y agoI was working in UBC's ATLAS lab last summer, and this appeared to be the main focus of nearly all the PhD student's research. Using ML models for track reconstruction.