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alefisico committed Jan 4, 2024
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1 change: 0 additions & 1 deletion _episodes/02-Pileup_jetID.md
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Expand Up @@ -120,7 +120,6 @@ There are 12 interactions before and 3 after.
Tracking is a major tool in CMS. We can identify most charged particles from non-leading primary vertices, CHS removes these particles.
<img src="../fig/episode2/pfenergyfractions.png" alt="" style="width:30%">
### PileUp Per Particle Identification (PUPPI)
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30 changes: 23 additions & 7 deletions _episodes/03-JEC_JER.md
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---
title: "JEC and JER"
teaching: 10
title: "Jet energy corrections and resolution"
teaching: 40
exercises: 20
questions:
- "What are jet energy correction?"
Expand All @@ -13,10 +13,6 @@ keypoints:
- "Jets are stochastic objects which its content fluctuates a lot. We measure the jet energy resolution to mitigate this effects."
---

(Following slides 27-38 from these slides) (FIXME)

---

> ## After following the instructions in the setup (if you have not done it yet) :
>
> ~~~
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## Jet Energy Corrections
<img src="../fig/episode3/jet_response.svg" alt="" style="width:50%">
Let's define the jet pt response $R$ as the ratio between the _measured_ and the _true_ pt of a jet
from simulation. We expect that the average response is different from 1 because of pileup adding
energy or non-linear calorimeter response.
__Jet energy corrections (JEC)__ corrects reconstructed jets (on average) back to particle level.
This is done against many useful metrics, like $p_T^{gen}$, $\eta$, area, pileup. CMS uses a
_factorized approach to JECs_:
<img src="../fig/episode3/Run2-JERC.png" alt="" style="width:50%">
* Pileup corrections to correct for offset energy (noPU vs. PU jet matching). This is usually called L1FastJet.
* Correction to particle level jet vs. 𝑝𝑇 and η from simulation. This is called L2Relative and L3Absolute, or L2L3 together.
* Only for data: Small residual corrections (Pileup/relative and absolute) to correct for differences between data and simulation. This is called L2L3Residuals.
<img src="../fig/episode3/l1l2_jecs.svg" alt="" style="width:70%">
### Exercise 3.1
> ## Open a notebook
>
> For this part open the notebook called `Jet_Energy_Corrections.ipynb` and run the Exercise 1 and 2.
> For this part open the notebook called `Jet_Energy_Corrections.ipynb` and run the Exercise 3.1
{: .checklist}
> ## Discussion 1.1
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