PHOTON MASTERCLASS - Florida State Universityaskew/Askew_PhotonHATS_Intro.pdf · Our photon...

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PHOTON MASTERCLASS

Transcript of PHOTON MASTERCLASS - Florida State Universityaskew/Askew_PhotonHATS_Intro.pdf · Our photon...

PHOTON MASTERCLASS

Ø  Introduction

Ø Why contemplate this at all?

Ø Problems

Ø What complicates the matter?

Ø Scope

Ø What will be covered in this class?

OUTLINE:

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Ø What drives us to even attempt to measure/identify photons at a hadron collider?

Ø I mean, isn’t it only Hàγγ?

WHY CONTEMPLATE THIS AT ALL?

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JUST A FEW PHYSICS TOPICS:

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(GeV)γ

Tp

40 50 60 70 80 210 210×2 210×3

jet

ηdγ ηdγ T

/dp

σ3 d

-310

-210

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510

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| < 1.5jetη|

-1CMS Preliminary 2.14 fb = 7 TeVs

JETPHOXSHERPA

| < 0.9 (X8000)γη|| < 1.4442 (X400)γη0.9 < |

| < 2.1 (X20)γη1.566 < || < 2.5γη2.1 < |

Total uncertainty

50 100 150 200 250 300 350 400 450

Even

ts/ 4

2 G

eV

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= 8 TeVs-1 dt = 19.2 fbL ∫CMS preliminary

bkgγ →jets multijet

+JetsγZtop

+jetsγW γWV

Electron DataMC Uncertainty

-2 = 50 TeV2Λ / W0SM + a

(GeV)T

Photon p100 200 300 400

Rat

io D

ata/

MC

1

2

10 210

(pb/

GeV

)γγ

/dm

σd

-510

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-1data 2011, L = 5.0 fb

DIPHOX+GAMMA2MC

NNLO γ2

= 7 TeVsCMS Preliminary

10 210

data

/DIP

HO

X

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(GeV)γγm10 210

NN

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data

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(GeV)!

Tp

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Ev

ents

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!)#µSM W(

bkg! $jets

bkg! $e

Other bkg

-1CMS, L = 5 fb = 7 TeVs

(b)

(GeV)γ γT

p0 20 40 60 80 100 120

Even

ts pe

r bin

0

5

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35 Higgs Mass RegionData Driven Background

=135 GeVHiggsino=350 GeV, MStop

MC Signal: M=300 GeVHiggsino=400 GeV, M

StopMC Signal: M

=290 GeVHiggsino=300 GeV, MStop

MC Signal: M

-1 = 19.5 fbt dL∫ = 8 TeV, sCMS Preliminary,

� �

0 50 100 150 200 250

Num

ber o

f Eve

nts

/ GeV

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Candidate Sampleγγ

QCD + Electroweak ErrorQCD (fake fake sample)Electroweak

(1100_720_375)γγGGM (1400_1420_375)γγGGM

CMS Preliminary

-1Ldt = 4.04 fb∫ = 8 TeV, s>=1 Jet Requirement

[GeV]missTE

0 50 100 150 200 250Dat

a/Pr

edic

tion

0.20.40.60.8

11.21.41.61.8

[GeV]missTE [GeV]missTE [GeV]missTE [GeV]missTE

JGB [GeV]0 50 100 150 200 250 300 350

Even

ts/1

0 G

eV

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310 3jets≥ , γ 1≥ = 7 TeV, s, -1CMS Preliminary, L = 4.7fb

DataTotal BackgroundTotal UncertaintiesMC Signal (1250/700/225)

(GeV)T

Photon p40 60 80 100 120 140 160 180 200 220

Even

ts /

10 G

eV

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10=7 TeVs, -1CMS preliminary, 35 pb

dataγeγW

γ e →e jet γ e →e e

background uncertainty

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Even

ts/2

0 G

eV

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DijetSystematic Uncertainty

= 1.75 TeV1 = 0.05, Mk~

= 3 TeVS

= 6, M EDn

at 7 TeV-12.2 fbCMS

Num

ber o

f Eve

nts

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> 0.5 nsCalibT

DATA

+ Jets (data)γ

QCD Multijet (data)

Drell-Yan/W (MC)

(MC)γW/Z + Jets +

+ Jets (MC)tt

Bkg. stat error

GMSB (100, 2000)

GMSB (100, 250)

-1CMS 4.9 fb = 7 TeVs

[GeV]TE0 200 400 600 800D

ata/

Bkg.

0

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(GeV)TPhoton E20 30 40 50 60 70 80

> (p

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AA/ <

TT

PbPb

dN

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-1(pp)= 231 nbint L-1bµ(PbPb)= 6.8 int=2.76TeV LNNsCMS

| < 1.44γη|4 10×PbPb 0 - 10% 3 10×PbPb 10 - 30% 2 10×PbPb 30 - 100%

10×PbPb 0 - 100% ppSystematic Uncertainty JETPHOX (pp NLO)

(pb

/GeV

)T

/dE

σpp

d

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Ø Colorless tests of QCD, both in pp and HI Ø Diboson and now Triboson coupling measurements Ø Higgsàγγ sure, but also HàZγ, and Higgsino searches Ø Dark matter in monophotons Ø SUSY searches Ø New resonances (Gàγγ for instance) Ø χc and some others Ø Exclusive diphoton production Ø There’s a pretty long list…

THERE’S A LOT…

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Ø  There are also accessory things one can learn from converted photons for instance, like material distribution and JES. We’re not really going to cover that here, but it is something that we do.

Ø  There’s also a lot of the commonality between photons and electrons, so learning about one can begin to inform the other.

ALSO:

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Ø  There’s a lot of nice things about photons, they form nice predictable electromagnetic showers (at least if they’re not converted) that we can measure very precisely.

Ø Unfortunately there are two real problems with photons: Ø Photons are non-redundant: you ONLY get the measurement of

energy from the ECAL, and you typically have no indication of what vertex the photon came from.

Ø Jets are EVERYWHERE: any jet which fragments to a significant electromagnetic portion is going to look photon-like to some extent.

Ø Our photon reconstruction and Photon Identification are built to try to get the best estimate of the photon energy, and discriminate against as much of the jet background as possible.

THE CHALLENGE

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Ø  The goal of this workshop is to introduce you to how we reconstruct photons, and the choices that have been made in the algorithms. Ø I want to make these quantities real to you, relate them to what the

detector actually recorded. No more simply cutting on things from your ntuple!

Ø Get real hands on experience, and further think critically about the choices that have been made.

Ø We will mainly concentrate on the present reconstruction, that which is used in the 2012 data, but we’ll look into the future at various points as well. We’ll also look into what past detectors have done, and what our distinguished competition does.

WHAT WILL WE COVER?

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Ø  There are three different exercises that have been prepared. Two out of the three are more fun if you have Microsoft Excel, but that’s not strictly necessary.

Ø We’re not doing C++ coding, and we’re not going to run CMSSW.

Ø What we’re going to do instead is look at what CMSSW is actually DOING.

Ø  Each exercise has a lecture that corresponds with it that details what the reconstruction is doing. Then you’ll take the data, and try to put it to work. What I want to do with the rest of this talk is to try to put the other steps of photon reconstruction in context.

THREE PARTS:

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Ø We start making “Photon” objects out of “superclusters”, which have had energy corrections applied to them. Ø Exercise 1 is all about how we form these clusters out of energy

depositions in the ECAL.

Ø The superclusters that we make “Photons” from, must be at least 10 GeV in ET (calculated from the center of the detector).

Ø That is almost ALL that is required. Thus why I put “photon” in quotation marks. Most of what lives in this collection is actually jets.

Ø If you are above 100 GeV (in ET), you enter the “photon” collection.

Ø If you are below 100 GeV, you must pass a preselection cut.

PRESENTLY:

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Ø This is really pretty simple, it’s a cut on the old version of H/E. Here:

Ø H is the sum of Hcal towers in a cone of ΔR < 0.15 about the supercluster position.

Ø E is the supercluster energy.

Ø You are required to have this ratio be less than 0.5. This is a really weak preselection cut.

PRESELECTION:

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Ø The first somewhat weird quantity we’ll meet is known as R9.

Ø R9 is a ratio between the energy in the 3x3 crystal array about the highest energy crystal in the cluster and the total supercluster energy.

Ø This quantity is often used to classify photon candidates as being likely to be unconverted (large R9) or likely to be converted (smaller R9).

Ø This quantity also controls what estimates of the photon energy and position are used.

R9

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Ø  The first somewhat weird quantity we’ll meet is known as R9.

R9

η R9 = E3x3 / Esupercluster

φ

Ø We assign the position of our photon to either: Ø The position of the seed basic cluster within the supercluster, if

R9>0.94(0.95) in the barrel (endcap).

Ø The position of the supercluster if not. Ø We then take the first vertex in the offlinePrimaryVertex

collection and calculate our physics rapidity. Ø  The ENERGY of the photon is presently set to either:

Ø The energy of the 5x5 array of crystals corrected for containment if R9 > 0.94 (0.95) in the barrel (endcap)

Ø The corrected supercluster energy if not.

Ø Either way there is an additional correction for cracks.

BASED ON R9

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Ø What the superclustering does is actually pretty darn relevant. Ultimately that’s what will determine your value for R9:

Ø  and R9 will determine what you do for your position calculation

Ø and R9 will determine what you do for your energy estimate.

Ø Exercise 1 is all about the clustering.

SO:

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Ø  These are the cut based photon identification requirements. These take you, ostensibly, from the very low purity set of “photons” to something more pure.

HERE’S THE REST:

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Ex.3

Ex.2

Ø Single tower H/E is supposed to be a more pileup safe version of the previous H/E.

Ø Recall, the previous version, and the version still used in the preselection uses a cone of ΔR < 0.15 to pick the Hcal towers in proximity to the supercluster.

Ø This time the DetId of the highest energy crystal (or the seed crystal) is used to look up the tower that this channel belongs to. Then only the corresponding Hcal energy is used. So in principle, you could have a large spread (as you’ll see) across the Ecal, but only that one tower will be considered for H/E.

H/E NEW:

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Ø This is an outgrowth of the older “pixel seed veto” that used to stand in for electron rejection.

Ø The “pixel seed” in question was a combination of hits in the pixel detector found based on the ET, η, φ of the electron candidate, which originated from the same superclusters that seed photons.

Ø Which is still used as an option for analyses that suffer from substantial electron backgrounds.

Ø The conversion safe veto is in some sense a looser variant of this, see next slide.

CONVERSION SAFE VETO:

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Ø  Take your photon. Find it’s supercluster.

Ø Check to see if this supercluster is shared by an electron candidate.

Ø  If it does, check if there are missing inner hits. If there are missing hits, you’re still okay.

Ø Otherwise, check if this electron matches a conversion. If it does, and this is a bona fide conversion (good vertex, distance from beamspot, and missing inner hits), you’re still okay.

Ø  If you HAVE a matched conversion that isn’t bona fide then you’re an electron. (meaning you match an electron, which even if it is found as a conversion doesn’t qualify as a displaced conversion).

CONVERSION SAFE VETO (2)

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Ø We’ll now backtrack and look at the clustering, and then the shower shape from the identification requirements.

Ø After we get through that, we’ll look at photon ID at different detectors. Tomorrow we’ll study isolation, and look to the future.

Ø Let’s get ready!

SO THAT’S WHERE WE ARE:

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