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The Fermi Lines ...and LHC dark matter Daniel Whiteson UC Irvine

The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

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Page 1: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

The Fermi Lines...and LHC dark matter

Daniel WhitesonUC Irvine

Page 2: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Map

The Line: Instrumental studies

The Line: Fermi vs LHC

W signals: Fermi vs LHC

New LHC DM searches

Relevance totalk title

Topi

cs o

fre

cent

wor

k

You arehere

Page 3: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Instrumental Line Studies

Page 4: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

photons

Could the peak photons be spurious?Are they different in some way?

Page 5: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

First ideaisolate signal photonsUse energy cut

ButS/B is not large.Few signal photons.

Can we do better?

Page 6: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

sPlotsdiscriminating

variableunfoldingvariable

(pdfs factorize)

data

background

signal

Page 7: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

sPlots

Whiteson1208.3677

Page 8: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Results

Whiteson1208.3677

Page 9: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

variables

Whiteson1208.3677

Page 10: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

External issues?

Whiteson1208.3677

Page 11: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Reconstruction

Whiteson1208.3677

Page 12: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Solar signals

Page 13: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Solar regionFind galactic coord of solar photons

Page 14: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Solar regionFind galactic coord of solar photons

excluding GC

Whiteson1302.0427

Page 15: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Solar regionFind galactic coord of solar photonsexcluding GC

Whiteson1302.0427

Page 16: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

The bigger picture

Page 17: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Symposium

Eric Charles

Page 18: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Simple explanation?Is there a simple energy-dependent efficiency?

Page 19: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Simple explanation?Is there a simple energy-dependent efficiency?

Fails to explain- localization of peak near GC, Limb

- theta-dependence of Limb peak

- lack of feature in remainder of Sky

Page 20: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Common features?GC

GC

Limb

Limb Sun

Sun

Whiteson1302.0427

Page 21: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

thetaGC Sun Limb Sky-GC-Sun

All

Theta[30,45]

GCSunSky-GC-Sun

Whiteson1302.0427

Page 22: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

thetaGC Sun Limb Sky-GC-Sun

All

Theta[30,45]

GCSunSky-GC-Sun

Whiteson1302.0427

Page 23: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

thetaGC Sun Limb Sky-GC-Sun

All

Theta[30,45]

GCSunSky-GC-Sun

Whiteson1302.0427

Page 24: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

DiscussionNot a simple energy-dependent efficiency - Not seen in full sky

Not a energy-and-theta-dependent efficiency - GC peak not isolated to theta [30,45] - Not seen in full sky with theta restriction (but a hint?)

More complex efficiency dependence? - Sun/Limb/GC sweep out different paths across detector

Page 25: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

High-statistics datasets

NEW!

...and preliminary

Page 26: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Transients

Photon Energy [GeV]100 110 120 130 140 150 160 170 180

Cou

nts

6000

8000

10000

12000

14000

16000

Transients

Photon classes:transients

sourceclean

ultraclean

NEW!

...and preliminary

Page 27: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

No clues....

NEW!

...and preliminary

Page 28: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Fermi-LHC connection: γ

Page 29: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

mono-photon1307.5064

Also:Weiner & Yavin:1206.2910, 1209.1093

Page 30: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Theories1307.5064

k1 and k2

controlrelative

couplingsto EW bosons

Page 31: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Limits1307.5064

Page 32: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Fermi-LHC connection: W

Page 33: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Mono-heavy jet

sub-jet

sub-jet

fat jet

W/ZMissing

Momentum

1309.4017 (PRL)

Ning Zhou, UCI33

Page 34: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

34

Page 35: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Limits1309.4017 (PRL)

35

Page 36: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

XX->WW

"Indirect" is an excluded region which is a combination of exclusions from the LAT line search, the LAT dwarf bounds and (at higher m_chi) the VERITAS Segue bounds. It is assumed that this DM makes up 100% of cosmological DM, no matter what its annihilation cross section is.1403.6734

36

Page 37: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

New LHC DM searches

Page 38: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Where is the new

physics!?

Page 39: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Traditional approach

Use theory guidanceOptimize analysis to squeeze out maximal sensitivity to new physics.

param 1

para

m 2

(param 3-N fixed at arbitrary choices)

Model

Search strategySpec

ific

Gen

eral

39

Page 40: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Model independent search

Ignore theories completelycompare data to standard model

Model

Search strategySpec

ific

Gen

eral

“Never listen to theorists.

Just go look for it.”

--A. Pierce, 201040

Page 41: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Compromise

Admit the need for a modelNew signal requires a coherent physical explanation,

even trivial or effective

Generalize your modelBuild models using experimental guidance. Ask not: what would we like to discover?But instead: what are we able to discover?

Model

Search strategySpec

ific

Gen

eral

41

Page 42: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Compromise

Admit the need for a modelNew signal requires a coherent physical explanation,

even trivial or effective

Generalize your modelBuild models using experimental guidance. Ask not: what would we like to discover?But instead: what are we able to discover?

Resonances: lets make sure we don’t miss anything easy to find.

Model

Search strategySpec

ific

Gen

eral

42

Page 43: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Is this being done?

W

ZW’

43

Page 44: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Is this being done?

W/Z

ZW’/H

mll = mZ

mjj = mW/Z

44

Page 45: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

What about this?

Z’mll != mZ

mjj != mW

45

Page 46: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Missed resonances?

Easy-to-find resonances may exist in our data and

nobody has looked!

46

Page 47: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Missed resonances?

Easy-to-find resonances may exist in our data and

nobody has looked!

47

Page 48: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Topological modelsUCI Physics 247

Final projectarXiv: 1401.1462

48

Page 49: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Topological modelsFor a given final state (eg lljj) construct

all models with resonances. Then look for them!

49

Page 50: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Connections to EFT, Simp. ModelsM

ass

scal

e

Completeness

Simplified models

EffectiveOperators

FullTheories

50

Page 51: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Connections to EFT, Simp. ModelsM

ass

scal

e

Completeness

Topo models

Simplified models

EffectiveOperators

FullTheories

51

Page 52: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Mono-Z’

mjj = mW or mZ mll = mZ

52

Page 53: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Mono-Z’

mjj = mW or mZ mll = mZ

53

What about other values?

Page 54: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Mono-....

Z’

X1

X2

X1

Z’SignatureHeavy resonance + MET

54

With Tongyan Lin

Page 55: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Map

The Line: Instrumental studies

The Line: Fermi vs LHC

W signals: Fermi vs LHC

New LHC DM searches

Relevance totalk title

Topi

cs o

fre

cent

wor

k

You arehere

Page 56: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Backup

Page 57: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

XX->WW

1403.673457

Page 58: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Limits1307.5064

Page 59: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Ring around the Sun125-140 GeV

Page 60: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Sensitivity Whiteson1208.3677

Background: flat

Signal: delta func at 0.5

Discriminating var Unfolding var

Page 61: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Sensitivity Whiteson1208.3677

Background: flat

Signal: delta func at 0.5

Discriminating var Unfolding var

Page 62: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Angles

Page 63: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Simulation: GCE>50 E>100

Page 64: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Simulation: GCE>50 E>100

Page 65: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Where are they from?

Finkbiener&Su1206.1616

Page 66: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

The photons

Rao & DW1210.4934

Following resultsuse a 3-degreecircle. Results

are ~ the same forlarger regions

Page 67: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Locations

Rao & DW1210.4934

Page 68: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Zoom: 1 sigma

Rao & DW1210.4934

Page 69: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Questions

Page 70: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Questions

Page 71: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Hypothesis tests(l,b) fit far from GCq → negative

(l,b) fit is close to 0,0q → zero

Page 72: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Questions

Page 73: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Hypothesis tests(l,b) fit far from GCq → negative

(l,b) fit is close to 0,0q → zero

Page 74: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

separate fits are betterq → larger

joint fit is betterq → smaller

Hypothesis tests

Page 75: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

Locations

Conclusion:The photon locations are easily

consistent with a single DM halo at the GC

Page 76: The Fermi Lines - · The Fermi Lines...and LHC dark matter Daniel Whiteson UC Irvine. Map The Line: Instrumental studies The Line: Fermi vs LHC W signals: Fermi vs LHC New LHC DM searches

mono-W, etcFat jet pT >250two subjets giving mjet =[50,120]No e,mu,gamma<= 1 additional narrow jetsMET >350 or 500

1309.4017 (PRL)

76