starlight and estarlight...photon flux •using equivalent photon approach: •electric field...

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Michael R Lomnitz Lawrence Berkeley National Laboratory INT Workshop - 2017 STARlight 1 and eSTARlight 1 : S.R.Klein, et. al., STARlight: A Monte Carlo simulation program for ultra-peripheral collisions of relativistic ions, Computer Physics Communications 212 0010-4655 (2017) 2/14/17

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Page 1: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Michael R LomnitzLawrence Berkeley National Laboratory

INT Workshop - 2017

STARlight1 and eSTARlight

1: S.R.Klein, et. al., STARlight: A Monte Carlo simulation program for ultra-peripheral collisions of relativistic ions, Computer Physics Communications 212 0010-4655 (2017)

2/14/17

Page 2: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Outline

• Introduction to STARlight:

• Initial states

• Final states

• Photonuclear production:

• Photon flux

• σ( γp à VP ) and extension to σ( γA à VA )

• Nuclear form factor

• pT spectra

• γγ interaction

• Acceptance criteria

• Nuclear excitation/break-up

• Comparison to data

• EIC and eSTARlight

2/14/17 Michael Lomnitz - INT Workshop 2017 2

Page 3: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Initial States

Protons, gold, lead, and arbitrary other ions

• Proton, gold and lead are hard-coded.

• Others use general formula

• Accurate form factors -> pT distributions are accurate

• pp, pA, Ap, AA

• pA and Ap are ‘proton-shine’ and ‘gold-shine’ respectively

• Upgrade to include electron beam

Can handle arbitrary beam energies (with Lorentz boost ~ >> 1)

Non-collision requirement

• Impact parameter b>2RA, or no hadronic collisions (Glauber)

• Optional mutual Coulomb excitation to 1n1n or XnXn or 0nXn

• Upgrade to b1 < b < b2 for peripheral collisions possible, especially for γγ final states2/14/17 Michael Lomnitz - INT Workshop 2017 3

Page 4: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Final states

Mostly, choices are driven by experimental accessibility

Photonuclear: Photon-Pomeron (γP) final states

• Light vector mesons: ρ, ω, φ, ρ’->ππππ,

• Heavy vector mesons: J/ψ, ψ’, Υ(1S), Υ(2S),

Υ(3S)

• VM follows photon polarization (along beam)

• Correct angular distributions

• pT distributions include (optionally) 2-site

interference

• General photonuclear interactions, via DPMJET

interface

γγ final states

• Lepton pairs e+e-,μ+μ-,τ+τ-

• Single mesons: η, η’, f0(980), f2(1270), f2’(1525),

ηc

• “Simple” decays in STARlight ensure correct

angular distribution

• “Complex” final states decayed via PYTHIA 8

• ρ0ρ0

• Heavy axions

• Direct π+π-

2/14/17 Michael Lomnitz - INT Workshop 2017 4

Page 5: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Coherent and Incoherent production

• Coherent or incoherent final states

• Coherent: couples to nucleus as a whole

• pT distribution of Pomeron determined by nuclear form factor

• Incoherent: couples to a single nucleon in the nucleus

• pT distribution of Pomeron determined by proton form factor

• Same as proton targets

• Final state mass, rapidity range selectable

• Generates final states for input to GEANT to simulate detector response

• Can put requirements on decay product η, pT

2/14/17 Michael Lomnitz - INT Workshop 2017 5

Page 6: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Photo-nuclear interactions

Photonuclear cross section

Photon flux

� =

Zdk�

�X!V X

(k)

Zd2b

dN�

(b)

dkPNo�had

(b)PXN

(b)PXN

(b)

Acceptance criteria:• No hadronic break up• Options for desired Coulomb

break up

2/14/17 Michael Lomnitz - INT Workshop 2017 6

Page 7: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Photon flux• Using equivalent photon approach:

• Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake in

transverse direction

• Magnetic field circles around beam axis

• Perpendicular fields resemble EM radiation: treat each source as dressed by virtual photons

Zd2b

dN(b)

dk

• For heavy ions use :

For light ions (1 < Z < 7 ) a Gaussian form factor is introduced

• For protons: take into consideration the form factor of the proton:

x =ER

N�(!, b) =Z

2↵!

2

2�

2~2�2c

2

✓K

21 (x) +

1

2K

20 (x)

dN�

dk=

2⇡k

1 + (1� 2kp

s)2�✓

lnA� 11

6+

3

A� 3

2A2+

1

3A3

2/14/17 Michael Lomnitz - INT Workshop 2017 7

Page 8: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

�(�p ! V p) = �P ·W ✏�p + �M ·W ⌘

�p

Pomeronexchange

Meson exchange

Photonuclear Cross Section σ(γp à Vp)

• Interactions are done, mostly, with parameterization from HERA1 for γpàVp in terms of the γp center of mass energy Wγp.

• Only ρ and ω can be produced via meson exchange, so σM = 0 for all other vector mesons. Values used are shown in the table

• For the J/ψ, ψ’ and Υ states the power law is supplemented with factor to account for the near-threshold decrease in cross section

• General photonuclear events can also be simulated with interface to DPMJet

�(�p ! V p) = �P ·1� (mp +mV )2

W 2�p

�2·W ✏

�p

1: J.A. Crittenden, Exclusive photoproduction of neutral vector mesons at the electron-proton collider HERA, Springer-Verlag (1997)

Vector Meson

p, A p, A

p, A p, A

2/14/17 Michael Lomnitz - INT Workshop 2017 8

Page 9: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

�(�p ! V p) = �P ·W ✏�p + �M ·W ⌘

�p

Pomeronexchange

Meson exchange

Photonuclear Cross Section σ(γp à Vp)

• Interactions are done, mostly, with parameterization from HERA1 for γpàVp in terms of the γp center of mass energy Wγp.

• Only ρ and ω can be produced via meson exchange, so σM = 0 for all other vector mesons. Values used are shown in the table

• For the J/ψ, ψ’ and Υ states the power law is supplemented with factor to account for the near-threshold decrease in cross section

• General photonuclear events can also be simulated with interface to DPMJet

�(�p ! V p) = �P ·1� (mp +mV )2

W 2�p

�2·W ✏

�p

2/14/17 Michael Lomnitz - INT Workshop 2017 9

1: J.A. Crittenden, Exclusive photoproduction of neutral vector mesons at the electron-proton collider HERA, Springer-Verlag (1997)

Page 10: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Coherent Photonuclear Cross Section σ(γA à VA)

�(AA ! AAV ) = 2

Zdk

dN�(k)

dk�(�A ! V A)

= 2

Z 1

0dk

dN�(k)

dk

Z 1

tmin

dtd�(�A ! V A)

dt

����t=0

|F (t)|2

• Extrapolate photonuclear cross section from γp to γA using Clasical Glauber calculation to take into

account the nuclear form factor1:

• For a given impact parameter, the photon flux Nγ striking the nucleus is determined and then spread

over the entirety of the nucleus.

• There are two modes in STARlight to calculate the cross sections:

• Assuming a narrow resonance for the vector mesons, in which case:

• Convoluting the spectrum with a Breit-Wigner shape. The difference can be substantial (~ 5% reduction in

cross section ρ0 in heavy-ion collisions)

tmin = (M2V /4k�)

2

1: Annu. Rev. Nuc. Part. 2005.55.271-3102/14/17 Michael Lomnitz - INT Workshop 2017 10

Page 11: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Nuclear form factors

• Determine how coherence is lost as t rises• Assume Woods-Saxon distribution• Represent Fourier transform of WS distribution as the convolution of a hard sphere

with a Yukawa potential• Yukawa range a = 0.7 fm. RA=nuclear radius

• Almost perfect agreement with exact calculation• Analytic -> fast!

• Use exact nuclear data where available• Electron scattering data -> no neutron skin

F (q =

p|t|) = 4⇡⇢0

Aq3[sin(qRa)� qRa cos(qRA)]

1

1 + a2q2

2/14/17 Michael Lomnitz - INT Workshop 2017 11

Page 12: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

pT Spectra and interference in γP interactions

• Final state pT= pT(γ) + pT(Pomeron)

• Quadrature sum

• Pomeron pT dominate, Regulated by nuclear form factor

• Account for both diagrams and their interference

• σ ~ |A1- A2 exp(ikb/hbar)|2, interference can be implemented with

following:

• Calculate pT spectrum once, sample from distribution for each

event

• Do this as a function of y = ln(k/2mV)

�(y, pT ) =

Zd2b[�(y, pT )� c�(�y, pT )]

2/14/17 Michael Lomnitz - INT Workshop 2017 12

Page 13: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Incoherent Photonuclear Cross Section σ(γA à VA’)

• Incoherent cross section obtained under the assumption that it scales the same way as the total

inelastic vector meson nuclear cross section:

• Using classical Glauber approach as well, and assuming vector dominance model :

• Transverse momenta is generated the same way as in coherent production.

• Use nucleon form factor instead of Woods-Saxon

• For light vector mesons, ρ0 and ω, a dipole form factor is used:

• For heavier VM a narrower pT has been observed, so we use:

�inc(�A ! V A0)

�(�p ! V p)=

�inel(V A)

�inel(V p)

�inc(�A ! V A0) =4⇡↵

f2⌫

Z ⇣1� e�V NT (b)

⌘db2

F (Q2) = 1(1+Q2/Q2

0)2 Q2

0 = 0.45 GeV2

F (Q2) = e�bQ2

2/14/17 Michael Lomnitz - INT Workshop 2017 13

Page 14: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

γγ Production

• Two photon energies related to final state invariant mass W through:

W2 = 4k1k2 Y = 1/2ln(k1/k2)

• The γγ luminosity is the integral in 2-d space of the products of the two photon densities• Subject to the two nuclei not colliding

• σ(γγ-> final states) follows standard formulae• Lepton pair production follows Breit-Wheeler

• Heavily peaked in forward-backward topology.

• σ(single meson) depends on two photon width Γγγ and spin• σ(ρ0ρ0) follows a crude parameterization

d2N��(k1, k2)

dk1dk2=

Z Zd2b1d

2b2PNoHad(|b1 � b2|)N(k1,b1)N(k2,b2)

�(�� ! l+l�) =4⇡↵2

W 2

"✓2 +

8m2

W 2� 16m4

W 4

◆ln

W +

pW 2 � 4m2

2m

!

�r

1� 4m2

W 2

✓1 +

4m2

W 2

◆#

���(W ) ⇡ 8⇡2(2J + 1)���

2M2R

�(W �MR)

p, A

p, A

p, A

p, A

Vector Meson, l+l-

2/14/17 Michael Lomnitz - INT Workshop 2017 14

Page 15: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

γγ Production

• Two photon energies related to final state invariant mas W through:

W2 = 4k1k2 Y = 1/2ln(k1/k2)

• The γγ luminosity is the integral in 2-d space of the products of the two photon densities• Subject to the two nuclei not colliding

• σ(γγ-> final states) follows standard formulae• Lepton pair production follows Breit-Wheeler

• Heavily peaked in forward-backward topology.

• σ(single meson) depends on two photon width Γγγ and spin J• σ(ρ0ρ0) follows a crude parameterization

d2N��(k1, k2)

dk1dk2=

Z Zd2b1d

2b2PNoHad(|b1 � b2|)N(k1,b1)N(k2,b2)

�(�� ! l+l�) =4⇡↵2

W 2

"✓2 +

8m2

W 2� 16m4

W 4

◆ln

W +

pW 2 � 4m2

2m

!

�r

1� 4m2

W 2

✓1 +

4m2

W 2

◆#

���(W ) ⇡ 8⇡2(2J + 1)���

2M2R

�(W �MR)

2/14/17 Michael Lomnitz - INT Workshop 2017 15

Page 16: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

• No hadronic interactions criteria (AA): • Using Woods-Saxon overlap TAA

And nucleon nucleon cross sections follow PDG parametrization pp for √sNN > 7 GeV

• ~20% reduction in γγ luminosities compared to simple b > 2RA req.

• No hadronic interactions criteria (pA): • The probability of having hadronic interactions is calculated from the Fourier transform of the Form factor

Γ(s,b) with b0=19.8 GeV-2:

• Roughly equivalent to a cut in minimum impact parameter of b > 1.4 fm

� = (33.73 + 0.2838 ln2(r) + 13.7r�0.412 � 7.77r0.5626)mb

Acceptance criteria PNo�had

(b)PXN

(b)PXN

(b)

PNo�had

(b) = |1� �(s, b)|2 �(s, b) = e�b2/2b0

PNo�had

(b) = e��NNTAA(b)

2/14/17 Michael Lomnitz - INT Workshop 2017 16

Page 17: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Nuclear break-up

• Experimentally it is easier to study UPC’s when accompanied by nuclear break-up: neutrons can be

easily detected in forward calorimeters.

• Breakup only depends on impact parameter, easily incorporated into STARlight:

• Photonuclear cross section and γγ luminosity multiplied by the probability PX(b) of breakup at a given impact

parameter.

• Two types of breakup considered:

• Breakup leading to any number of emitted neutrons (Xn).

• Giant dipole resonance (GDR) excitation, which usually leads to a single neutron emission (1n).

• The cross-section for a nucleus to be excited is given by:

• The excitation cross section σγAàA* is obtained from parametrization to exp. data so it is only available

for gold or lead nuclei

PNo�had

(b)PXN

(b)PXN

(b)

P1(b) =

Zdk

d3n(k, b)

dkdb2��A!A⇤

2/14/17 Michael Lomnitz - INT Workshop 2017 17

Page 18: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

How does STARlight work?

• STARlight runs in two stages to speed up event generation.

• First stage calculates cross sections and other kinematic distributions and stores them in look-up tables

to speed up event generation:

1. 2 dimensional table for event mass and rapidity d2N/dWdY:

• For photonuclear these follow Breit-Wigner distribution using mass and width from PDG.

• For γγ production of dileptons this follows Breit-Wheeler convoluted with photon fluxes.

• For γγ production of vector mesons the mass distribution from PDG values.

2. For photonuclear d2N/dYdpT look-up table is also generated, ignoring the pT dependence on W. For γγ pT is obtained semi-

analytically at run time.

3. A collapsed version of tables dσ/dY is also stored to determine the value of Y

W0Y0

W1

Y1

. . .

.

.

.

d2N/dWdY

pT0Y0

pT1

Y1

. . .

.

.

.

d2N/dpTdY

Y0

Y1

.

.

.

dσ/dY

2/14/17 18Michael Lomnitz - INT Workshop 2017

Page 19: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

How does STARlight work?

• During the second stage events are generated. A value of Y is selected using dσ/dY.

• STARlight uses the two “bins” that straddle each random number and a linear interpolation between these is

used to find the associated value from the tables.

• A second random number is used to find the value of W and pT that correspond to the Y value from the

2D tables.

W0Y0

W1

Y1

. . .

.

.

.

pT0Y0

pT1

Y1

. . .

.

.

.

d2N/dpTdY

Y0

Y1

.

.

.

dσ/dYd2N/dWdY

2/14/17 Michael Lomnitz - INT Workshop 2017 19

Page 20: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

STARlight versus data

ATLAS AA gg->ee

ALICE pAJ/y+_gg->µµ

CMS PbPb J/y+_gg->µµ

rapidity0ρ-1 -0.5 0 0.5 1

(1n1

n) [m

b]dyσd

0

0.2

0.4

0.6

0.8

1

1.2

StarLight 1n1n

data 1n1n

(XnX

n) [m

b]dyσd

0

2

4

6

8

10

12

StarLight XnXn

STAR 2007

data XnXn

ATLAS pAgg->ee

STARAuAu ->r0

• Good track record proven by many experiments and

collision energies in UPC collision

CMS - arXiv:1605.06966ALICE - PRL113 232504 (2014)ALTAS - QM17, M. DyndalSTAR - DIS16

2/14/17 Michael Lomnitz - INT Workshop 2017 20

Page 21: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

STARlight approximations

• Simplifying by spreading the photon flux evenly across the nucleus:

• Doesn't work so well at small impact parameters.

• Particularly problematic for interference.

• No neutron skin:

• Form factor in STARlight from elastic eA which à only probes the protons.

• Shift in ρ coherent peak.

• Classical vs. quantum Glauber calculation:

• Quantum calculations predict dips but over estimate cross sections (factor 2)1.

• Recent attempts (including shadowing) improve on the cross section but miss dips

• Assumes complete longitudinal coherence – could be an issue in EIC

1: J. High Energ. Phys. (2015) 2015: 952: arXiv:1611.05471 (2016)2/14/17 Michael Lomnitz - INT Workshop 2017 21

Page 22: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

VM photo-production in an EIC

• Due to interference in AA and pA, one cannot tell which nucleus emitted the photon and which the

Pomeron.

i.e. for a given a known vector meson pT it is not easy to apportion the pT between the two nuclei. This is not the case for eA

• Study the limits of photoproduction physics in an EIC

• How high can we go in Q2 for different mesons (lower production for higher γ energy)?

• Optimize detector design and location.

• Can we study exotic meson (hybrid, tetraquark) states in e+Aàe+A’+X

(X=meson) processes?

• High luminosity at EIC (100-1000 x HERA) vs. low cross section.

• Production cross section can be used to analyze tetraquark composition: diquark-antidiquark

bound state versus meson-meson molecule. Phys Rev C 83 065203 (2011)

2/14/17 Michael Lomnitz - INT Workshop 2017 22

Page 23: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

s = 4EpEe

Electron-ion collisions

x =Q

2

2pq=

Q

2

sy

y =

pq

pk= 1� E0

e

Eecos

2

✓✓e2

Q2= �q2 = �(kµ � k0µ)

2

= 2EeE0e(1� cos ✓e)

• Resolving power

• Momentum of struck quark

• Measure of inelasticity

Inclusive: Detect scattered lepton. e+p/A àe’ + X

Semi-inclusive: Detect scattered lepton in coincidence with

identified hadrons/jets. e+p/A à e’ + h + X

Exclusive: Detect scattered lepton, id’d hadrons/jets and target

fragments. e+p/A à e’ + h + p’/A’

P(pμ)

e(kμ) θe

e(kμ)‘

Χ(pμ)‘

2/14/17 Michael Lomnitz - INT Workshop 2017 23

Page 24: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

STARlight à eSTARlight

• Include electron beam source/target.

• Track the virtuality of photons and propagate through to final states.

• For photonuclear interaction. The Electron photon flux1:

• Include effect of polarization on secondary momentum, and modification to angular distributions due to

finite Q2 (1)

• ξ = polarization of photon, φ = angle between electron scattering and production plane and σi are the

absorption cross sections for transversely polarized γ in plane parallel and perp. to it

d�ep = ��(!)dn(!, q2) ! d�ep =

d��

d3k1+

1

2

⇠ cos 2�d(�k � �?)

d3k1

�d3k1dn(!, q

2)

d�

2⇡

cos� ⇡ p0?k1?|p0?| · |k1?|

d�� =1

2d(�k + �?)1: Phys.Rept. 15 181-281 (1975)

dn =↵

d!

!

d(�q2)

|q|2

1� !

E+

!2

2E2�⇣1� !

E

⌘ ����q2min

q2

����

2/14/17 Michael Lomnitz - INT Workshop 2017 24

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STARlight à eSTARlight

• Or parametrize to data2?

Extracting the Q2, W and t dependence of the matrix elements r.

Tables shown are for ρ photoproduction from HERA

• γγ production 1:

W (�) / 1� ✏ cos 2�(2r111 + r100) +p

2✏(1 + ✏) cos�(2r511 + r500)

1: Phys.Rept. 15 181-281 (1975) 2: Eur.Phys.J.C13:371-396 (2000)

d�ee =

��� +

1

2

⇠1⇠2⌧�� cos 2�

�dn(!1, q

21)dn(!2, q

22)d�/2⇡

2/14/17 Michael Lomnitz - INT Workshop 2017 25

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Implementing eSTARlight

• Add another 2D lookup table for the virtuality of photons d2N/dωd(q2). What is the best binning? q2 vs.

log(q2)

• qmin depends on the VM to be produced:

• Can we avoid look-up table (regime where q2 < qmax2 = 4E(E-ω) )?

• Generate outgoing electron and proton(ion?)

q2min =m2

e!2

E(E � !)

1 +O

✓m2

e

(E � !)2

◆�

dn =↵

2

✓1� !

E+

!2

2E2

◆ln

2E(E � !)

me(2E � !)+

!2

2E2ln

2E � !

!� 1 +

!

E

�d!

!

2/14/17 Michael Lomnitz - INT Workshop 2017 26

Page 27: STARlight and eSTARlight...Photon flux •Using equivalent photon approach: •Electric field radially outwards from p or A and Lorentz contracted in lab frame => Looks like a pancake

Summary

• STARlight has a proven track record over a large range of energies as well as initial

and final states.

• Overall good description of several important features in UPC collisions.

• Some approximations and related issues have been discussed.

• Next step: Incorporating electrons in order to generate eA(p) collisions for an

upcoming Electron Ion Collider (EIC).

• eSTARlight can be used to study the scientific case for an EIC

• Requires tracking photon virtuality by modifying fluxes and angular distributions.

• Some details of the implementation have been discussed.

2/14/17 Michael Lomnitz - INT Workshop 2017 27