Hadronic Rescattering in Pythia
Marius Utheim, Torbj¨orn Sj¨ostrand
Department of Astronomy and Theoretical Physics Lund University
ALICE working group presentation, 1 October
Outline
Introduction
The rescattering framework
Results for pp collisions
Preliminary results for AA collisions
2/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Outline
Introduction
The rescattering framework
Results for pp collisions
Preliminary results for AA collisions
Introduction The rescattering framework Results for pp collisions Preliminary results for AA collisions
Heavy ion research in Lund
I Several projects in Lund are trying to explore heavy ion physics without a QGP, to see how well other effects can explain experimental data.
I The rescattering framework was released in Pythia 8.303, and we are now working on integrating with Angantyr.
3/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Heavy ion research in Lund
I Several projects in Lund are trying to explore heavy ion physics without a QGP, to see how well other effects can explain experimental data.
I Rescattering is one such effect. Other effects include string shoving and rope formation.
I The rescattering framework was released in Pythia 8.303, and we are now working on integrating with Angantyr.
Heavy ion research in Lund
I Several projects in Lund are trying to explore heavy ion physics without a QGP, to see how well other effects can explain experimental data.
I Rescattering is one such effect. Other effects include string shoving and rope formation.
I The rescattering framework was released in Pythia 8.303, and we are now working on integrating with Angantyr.
4/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Why rescattering in Pythia?
Other frameworks for hadronic transport already exist (UrQMD, SMASH, ...), so why implement rescattering in Pythia?
I Our framework is fully integrated and is trivial to interface with other parts of Pythia
I Leverages other features of Pythia, such as the event record I Some new physics features, such as interactions involving
charm and bottom, and open for further extensions
Introduction The rescattering framework Results for pp collisions Preliminary results for AA collisions
Why rescattering in Pythia?
Other frameworks for hadronic transport already exist (UrQMD, SMASH, ...), so why implement rescattering in Pythia?
I Our framework is fully integrated and is trivial to interface with other parts of Pythia
charm and bottom, and open for further extensions
4/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Why rescattering in Pythia?
Other frameworks for hadronic transport already exist (UrQMD, SMASH, ...), so why implement rescattering in Pythia?
I Our framework is fully integrated and is trivial to interface with other parts of Pythia
I Leverages other features of Pythia, such as the event record
I Some new physics features, such as interactions involving charm and bottom, and open for further extensions
Why rescattering in Pythia?
Other frameworks for hadronic transport already exist (UrQMD, SMASH, ...), so why implement rescattering in Pythia?
I Our framework is fully integrated and is trivial to interface with other parts of Pythia
I Leverages other features of Pythia, such as the event record I Some new physics features, such as interactions involving
charm and bottom, and open for further extensions
5/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
The Lund string model
space time
quark antiquark pair creation
The Lund string model
space time
quark antiquark pair creation
6/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Spacetime picture of the Lund string model
String tension κ ∼ 1 GeV/fm
(Ferreres-Sol´e & Sj¨ostrand, arXiv:1808.04619)
Outline
Introduction
The rescattering framework
Results for pp collisions
Preliminary results for AA collisions
7/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering overview
Rescattering overview
7/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering overview
Rescattering overview
8/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
The collision criterion
The probability of an interaction depends on the cross section σ and the impact parameter b
The characteristic range of the interaction is bcrit=pσ/π The cross section σ depends on the particle types and the center-of-mass energy.
Low-energy interactions
Elastic
Diffractive
Non-diffractive
Annihilation
Resonant
10/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Cross sections
2.0 2.5 3.0 3.5 4.0 4.5 5.0
s (GeV) 0
20 40 60 80 100 120 140
(mb)
pp
Total (Pythia) Elastic (Pythia) Total (PDG) Elastic (PDG)
Based on PDG data and HP R1R2
parameterization
(DOI: 10.1103/PhysRevD.98.030001)
2.0 2.5 3.0 3.5 4.0 4.5 5.0
s (GeV) 0
20 40 60 80 100 120 140
(mb)
pp
Total (Pythia) Elastic (Pythia) Total (PDG) Elastic (PDG)
Based on UrQMD (arXiv:nucl-th/9803035) and CERN/HERA parameterization
(DOI 10.1103/PhysRevD.50.1173)
Cross sections
0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0
s (GeV) 0
20 40 60 80 100 120 140
(mb)
+
f0(500) 0 f0(980) f2
0(1700) Other Total
0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 2.0
s (GeV) 0
20 40 60 80 100 120 140
(mb)
0 0
f0(500) f0(980) f2 Other Total
Based on work by Pelaez, Rodas, Ruiz de Elvira et al.
(arXiv:1102.2183, arXiv:1907.13162, arXiv:1602.08404)
12/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Tuning
In our framework, we consider rescattering between only two particles at a time. This means that we can have two-to-many interactions, but not many-to-two. Therefore, rescattering increases charged multiplicity.
To compensate for this, we set
MultipartonInteractions:pT0Ref = 2.345 when doing our analyses (default is 2.28).
We have verified that this is not responsible for the results I am about to discuss.
Outline
Introduction
The rescattering framework
Results for pp collisions
Preliminary results for AA collisions
13/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering rates
0 50 100 150 200
n(|y|<2.5) 0
20 40 60 80 100 120
nrescatter® (n)
Rescattering dependence on multiplicity simple fit
nrescatter
®(nprimary)
nrescatter®(ncharged)
nondiffractive events at 13 TeV, simple fit ∝ n1.3
Rescattering rates
Mean number of interactions per nondiffractive event at 13 TeV incoming rate incoming rate
π + π 12.63 K + N 0.39 π + ρ 4.59 ρ + ρ 0.38 π + K 3.84 ρ + N 0.36 π + N 3.44 ρ + ω/φ 0.34 π + ω/φ 2.08 ρ + η/η0 0.30 π + η/η0 1.80 π + f0(500) 0.29 π + K∗ 1.33 K + ω/φ 0.27 π + ∆ 1.10 K + K 0.26 ρ + K 0.54 π + Λ 0.25
process rate
resonant 17.80
elastic 14.08
nondiffractive 6.92 annihilation 0.49 diffractive 0.05
15/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering invariant mass
0 1 2 3 4 5
m (GeV) 10-3
10-2 10-1 100 101 102
dN/dm
Rescattering mass by particle kind
ππother meson-meson meson-baryon baryon-baryon sum
p
⊥spectra
b b b b b bbbbbbbbbbbbbbbbb b b b b b b b b b b b b b b b b b b b
b Data
Rescattering off Rescattering on
10−1 1 101
π++ π−yield in INEL pp collisions at√s = 7 TeV in |y| < 0.5.
1Nineld2NdpTdy(c/GeV)
b b b b b bbbbbbbbbbbbbbbbb b b b b b b b b b b b b b b b b b b b
0.5 1 1.5 2 2.5 3
0.50.6 0.70.8 0.91 1.11.2 1.31.4
pT(GeV/c)
MC/Data
b b bb b b b b b bb b bb bbbbbbbbbbbbbbbbbbbbb b b b b b b b b b b b
b Data
Rescattering off Rescattering on
10−4 10−3 10−2 10−1
p + ¯p yield in INEL pp collisions at√s = 7 TeV in |y| < 0.5.
1Nineld2NdpTdy(c/GeV)
b b b b b b b b b b b b b b bbbbbbbbbbbbbbbbbbbbb b b b b b b b b b b b
1 2 3 4 5 6
0.50.6 0.70.8 0.91 1.11.2 1.31.4
pT(GeV/c)
MC/Data
17/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Mean p
⊥b b b b b b b b b
b Data
Rescattering off Rescattering on 1
Mean pTvs mass in INEL pp collisions at√s = 7 TeV in |y| < 0.5.
hpTi(GeV/c) b b b b b b b b b
0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8
0.7 0.8 0.9 1 1.1 1.2
m (GeV/c2)
MC/Data
(Data from ALICE, arXiv:1504.00024, arXiv:1406.3206)
η spectra
bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb
bData
Rescattering off Rescattering on 0
1 2 3 4 5 6 7 8
Charged particle η, pT>100 MeV, |η| < 2.5, τ > 30 ps
1/NevdNch/dη bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb
-2 -1 0 1 2
0.50.6 0.70.8 0.91 1.11.2 1.31.4
η
MC/Data bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb
b Data
Rescattering off Rescattering on 0
0.5 1 1.5 2 2.5 3 3.5
Charged particle η, p⊥>500 MeV, |η| < 2.5, τ > 30 ps
1/NevdNch/dη bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb
-2 -1 0 1 2
0.50.6 0.70.8 0.91 1.11.2 1.31.4
η
MC/Data
19/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Flow
We introduced an artificially strong anisotropy in the x-direction to see if rescattering can produce flow
4 2 0 2 4
fm 0.0
0.5 1.0 1.5 2.0 2.5
dN/dx
x and y production vertices of primary hadrons xProd yProd
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4
0.630 0.632 0.634 0.636 0.638 0.640 0.642
d/d
spectra relative to event plane Primary
ncharged< 75 75 ncharged< 150 150 ncharged< 250 250 ncharged
Under more realistic conditions, we saw no clear signs of flow
⇒ Rescattering can cause flow in principle, but is not the main source of flow in pp collisions!
Flow
We introduced an artificially strong anisotropy in the x-direction to see if rescattering can produce flow
4 2 0 2 4
fm 0.0
0.5 1.0 1.5 2.0 2.5
dN/dx
x and y production vertices of primary hadrons xProd yProd
0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4
0.630 0.632 0.634 0.636 0.638 0.640 0.642
d/d
spectra relative to event plane Primary
ncharged< 75 75 ncharged< 150 150 ncharged< 250 250 ncharged
Under more realistic conditions, we saw no clear signs of flow
19/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Outline
Introduction
The rescattering framework
Results for pp collisions
Preliminary results for AA collisions
Angantyr
21/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering rates
0 5000 10000 15000 20000 25000
ncharged
0.0 0.2 0.4 0.6 0.8 1.0 1.2
nrescatter
1e5 Rescattering dependence on multiplicity nrescatter(ncharged)
simple fit
PbPb events at 3.140 TeV, simple fit ∝ n1.4
Generation time
102 103 104 105 106 107
tgen (ms)
Generation time per event
rescattering on rescattering off
23/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Rescattering rates
process rate fraction resonant 17.80 45.2 % elastic 14.08 35.8 % nondiff. 6.92 17.6 %
ann. 0.49 1.2 %
diff. 0.05 0.1 %
Total 39.34
Nondiffractive pp at 13 TeV
process rate fraction resonant 8351.9 51.7 % elastic 5721.2 35.4 % nondiff. 1999.1 12.4 %
ann. 71.3 0.4 %
diff. 15.2 0.1 %
Total 16158.8 PbPb at 3.140 TeV
Rescattering rates
0 1 2 3 4 5
m (GeV) 10-3
10-2 10-1 100 101 102
dN/dm
Rescattering mass by particle kind ππother meson-meson meson-baryon baryon-baryon sum
Nondiffractive pp at 13 TeV
0 1 2 3 4 5
m (GeV) 100
101 102 103 104 105
d/dm
Rescattering mass by particle kind other meson-meson meson-baryon baryon-baryon sum
PbPb at 3.140 TeV
25/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
pT spectra
0 1 2 3 4 5
p (GeV) 10-2
10-1 100 101 102 103 104
dN/dp
Transverse momentum, rescattered or not π, rescattering on π, rescattering off K, rescattering on K, rescattering off N, rescattering on N, rescattering off D, rescattering on D, rescattering off
pT spectra
0.5 1.0 1.5 2.0 2.5
d/dp rescatter on/off
Transverse momentum ratios, rescattered or not , rescattering on/off K, rescattering on/off N, rescattering on/off D, rescattering on/off
27/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Longitudinal production time
0 5 10 15 20 25 30 35
(fm) 0.0
0.2 0.4 0.6 0.8 1.0 1.2
d/d
1e3 Longitudinal production time, rescattered or not rescattered not rescattered sum both rescattering off
(τ =√ t2− z2)
Introduction The rescattering framework Results for pp collisions Preliminary results for AA collisions
Outlook
I We have started doing analyses in Angantyr. One of the next things we want to look at is flow.
I When these individual components are done, we will start putting it all together.
28/28 Introduction
The rescattering framework Results for pp collisions Preliminary results for AA collisions
Outlook
I We have started doing analyses in Angantyr. One of the next things we want to look at is flow.
I The future of Angantyr will also involve shoving, ropes, and other effects.
I When these individual components are done, we will start putting it all together.
Outlook
I We have started doing analyses in Angantyr. One of the next things we want to look at is flow.
I The future of Angantyr will also involve shoving, ropes, and other effects.
I When these individual components are done, we will start putting it all together.