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---+ <!--StartFragment-->TEPX Simulations for TWEPP2019 <!--EndFragment-->

---++ Introduction:

In order to establish an understanding of the potential properties of TEPX as luminometer for Phase 2 CMS luminosity measurement, detector simulations are being carried out by the BRIL collaboration. Since for Phase-II the range of pileup values over which the vdM calibration will have to be extrapolated is large with respect to Run-II, the linearity of observables accessible with TEPX as a function of pileup is of particular interest.

For this purpose, detailed detector simulations have been started using the CMSSW release 10_4_0_pre2 and the Inner Tracker geometry version 6.1.3. To generate data samples over a large range of pileup, single-neutrino events have been overlaid with a variable number of minimum bias events using the CMSSW mixing module. 100,000 events have been generated for pileup values smaller than 20 and 10,000 events have been used for all larger pileup numbers to limit computing time to reasonable values.

TepxSimulationPlots

%TABLE{ datavalign="middle" }%
| *Figure* | *Caption* |
| <img alt="linearity_d1r1_1.png" height="286" src="%ATTACHURL%/linearity_d1r1_1.png" title="linearity_d1r1_1.png" width="400" /> | Simulated mean number of clusters as a function of pileup for Disk 1 Ring 1 of the Inner Tracker Endcap Pixel Detector (TEPX).<br />The data points are fitted with a first-order polynomial in the pileup interval from 0 to 2, and the extrapolation to pileup 200 is shown with a 95% confidence interval.<br />This is done to replicate the principal approach taken with the Van der Meer calibration. |
| <br /><img alt="linearity_d1r5_1.png" height="286" src="%ATTACHURL%/linearity_d1r5_1.png" title="linearity_d1r5_1.png" width="400" /> | Simulated mean number of clusters as a function of pileup for Disk 1 Ring 5 of the Inner Tracker Endcap Pixel Detector (TEPX).<br />The data points are fitted with a first-order polynomial in the pileup interval from 0 to 2, and the extrapolation to pileup 200 is shown with a 95% confidence interval.<br />This is done to replicate the principal approach taken with the Van der Meer calibration. |
| <img alt="linearity_d4r1_1.png" height="286" src="%ATTACHURL%/linearity_d4r1_1.png" title="linearity_d4r1_1.png" width="400" /> | Simulated mean number of clusters as a function of pileup for Disk 4 Ring 1 of the Inner Tracker Endcap Pixel Detector (TEPX).<br />The data points are fitted with a first-order polynomial in the pileup interval from 0 to 2, and the extrapolation to pileup 200 is shown with a 95% confidence interval.<br />This is done to replicate the principal approach taken with the Van der Meer calibration. |
| <img alt="linearitydeviation_1.png" height="290" src="%ATTACHURL%/linearitydeviation_1.png" title="linearitydeviation_1.png" width="400" /> | Relative non-linearity for all rings of all disks of the Inner Tracker Endcap Pixel Detector (TEPX).<br />It is calculated as the relative difference between the data point and the value of the fit function at the respective pileup value. |
| <img alt="ring_rates_1.png" height="267" src="%ATTACHURL%/ring_rates_1.png" title="ring_rates_1.png" width="400" /> | Simulated distribution of the per-module data rates for each ring of TEPX at pileup 200 and a trigger rate of 75 kHz. The rates are calculated over all disks of TEPX. |

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Topic attachments
I	Attachment	History	Action	Size	Date	Who
pdf	linearity_d1r1.pdf	r1	manage	35.6 K	2019-08-12 - 12:13	AlexanderJonasRuede
png	linearity_d1r1_1.png	r1	manage	147.8 K	2019-08-12 - 12:21	AlexanderJonasRuede
pdf	linearity_d1r5.pdf	r1	manage	36.5 K	2019-08-12 - 12:17	AlexanderJonasRuede
png	linearity_d1r5_1.png	r1	manage	150.6 K	2019-08-12 - 12:21	AlexanderJonasRuede
pdf	linearity_d4r1.pdf	r1	manage	35.7 K	2019-08-12 - 12:15	AlexanderJonasRuede
png	linearity_d4r1_1.png	r1	manage	149.3 K	2019-08-12 - 12:19	AlexanderJonasRuede
pdf	linearitydeviation.pdf	r1	manage	34.5 K	2019-08-12 - 12:15	AlexanderJonasRuede
png	linearitydeviation_1.png	r1	manage	100.1 K	2019-08-12 - 12:21	AlexanderJonasRuede
pdf	ring_rates.pdf	r1	manage	19.1 K	2019-08-12 - 12:15	AlexanderJonasRuede
png	ring_rates_1.png	r1	manage	111.3 K	2019-08-12 - 12:21	AlexanderJonasRuede

Topic revision: r2 - 2019-08-12 - AlexanderJonasRuede

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