SlideShare a Scribd company logo
1 of 26
Download to read offline
Parton Distributions
at a 100 TeV Hadron Collider
Juan Rojo
CERN, PH Division, TH Unit
Future Circular Colliders Meeting
CERN, 27.01.2014
Juan Rojo

FCC Meeting, CERN, 27/01/2014
Very exploratory first study on the role of Parton Distributions at a Future
Circular Collider with CoM of 100 TeV
Concentrate on the basic features, avoid technical details
Study both main physics issues, and also tools available for FCC 100 TeV
studies from the PDF point of view
Outline of this talk:
Kinematic coverage from LHC 14 TeV to FCC 100 TeV
PDF luminosities from 14 to 100 TeV
Tools for FCC PDF studies: large-x PDFs, top PDF, LO small-x PDFs ...
PDFs with Electroweak corrections
Physics case for polarized collisions at the FCC

2

Juan Rojo

FCC Meeting, CERN, 27/01/2014
Kinematic Coverage and
PDF Luminosities:
From LHC14 to FCC100

Juan Rojo

FCC Meeting, CERN, 27/01/2014
At Born level, for the production of a particle at rapidity y with mass M, the PDFs are evaluated at

Going from Ecm=14 TeV to Ecm=100 TeV, for a given M and y knowledge of PDFs at smaller x is
required:
x1,20( S=100 TeV ) = 0.14 x1,20( S=14 TeV )
In addition, for fixed M, the increased range in y allows to prove even further smaller x
Conversely, fixing x1,20 and y, the increased center of mass energy implies that higher masses will
be probed:
M( S=100 TeV ) = 7.14 M( S=14 TeV )
But recall that hadronic cross-sections fall as 1/M2 so this is not how BSM mass reach scales!
Some consequences:
For Higgs and SM probes (tt, W, Z), PDFs will be proved (at least) one order of magnitude
smaller x
For possible new high-mass particles of mass M, large-x PDFs (required at 14 TeV) turn into
medium-x PDFs (at 100 TeV), not only leading to larger cross-sections but with less uncertainties
For small masses M, a completely new kinematical range opens that has never been explored
4

Juan Rojo

FCC Meeting, CERN, 27/01/2014
Kinematics of a 100 TeV FCC
Plot by J. Rojo, Dec 2013

105

FCC 100 TeV

MX ( GeV )

104

LHC 14 TeV

3

10

102

10
y=-8
1 -10
10

5

-9

10

Juan Rojo

y=-4
-8

10

10-7

y=0
-6

10

-5

10
x

y=4
10-4

y=8

-3

10

10-2

10-1

FCC Meeting, CERN, 27/01/2014
Kinematics of a 100 TeV FCC
Plot by J. Rojo, Dec 2013

105

20 TeV Z’

FCC 100 TeV

MX ( GeV )

104

2 TeV squarks

LHC 14 TeV

3

10

Higgs, top
102

W,Z
DY, low-pt jets

10
y=-8
1 -10
10

6

-9

10

Juan Rojo

y=-4
-8

10

10-7

y=0
-6

10

-5

10
x

y=4
10-4

-3

10

y=8
10-2

10-1

FCC Meeting, CERN, 27/01/2014
NNPDF2.3 dataset

Kinematics of a 100 TeV FCC
Plot by J. Rojo, Dec 2013

105

107

NMC-pd
NMC
SLAC
BCDMS

6

5

10

LHC 14 TeV

103

HERAI-AV
CHORUS
FLH108

Q2 / M2 / p2 [ GeV2 ]
T

MX ( GeV )

10

FCC 100 TeV

104

ZEUS-H2
ZEUSF2C
H1F2C

104

102

NTVDMN

DYE605
DYE886
CDFWASY

3

10

CDFZRAP
D0ZRAP
CDFR2KT
D0R2CON

102
10

ATLAS-WZ-36pb
CMS-WEASY-840PB
LHCB-WZ-36pb
ATLAS-JETS-10

y=-8
1 -10
10

-9

10

y=-4
-8

10

10-7

y=0
-6

10

-5

10
x

y=4
10-4

-3

10

y=8
10-2

10-1

10
1 -5
10

10-4

-3

10

x

10-2

10-1

Compare kinematical coverage to that of the NNPDF2.3 set:
Current PDF determinations have essentially no constraints for x < 10-4
The region of masses for M>1 TeV also unconstrained: rely on DGLAP evolution extrapolation
Poor constraints on high-x PDFs, relevant for high masses M
For M > 10 GeV, constraints from HERA only available for x > 10-3
Global PDF fits rely on QCD evolution, but EW effects will be required in multi-TeV region

7

Juan Rojo

FCC Meeting, CERN, 27/01/2014

1
Compare the ratio of PDF luminosities between 100 TeV and 14 TeV in different channels as a
function of the final state mass

100 TeV vs 14 TeV PDF Luminosities, NNPDF2.3 NNLO

PDF luminosity ratio 100 TeV / 14 TeV

108
107

For final state masses M < 1 TeV
moderate
increase
in
PDF
luminosity, between a factor 10 and
100

6

10

105
104

For M > 1 TeV, much steeper
increase (since 14 TeV lumis
damped by large-x PDFs), up to a
factor 108 for M = 10 TeV

103
102
10
1

8

gg lumi ratio

Qualitative similar behavior for
other PDF luminosities
102

Juan Rojo

10

3

MX [ GeV ]

104

FCC Meeting, CERN, 27/01/2014
100 TeV vs 14 TeV PDF Luminosities, NNPDF2.3 NNLO

PDF luminosity ratio 100 TeV / 14 TeV

108
107
106

GG
QG
QQbar
QQ

105
104
103
102
10
1

102

10

3

MX [ GeV ]

104

Gluon-initiated processes grow faster than quark initiated from 14 to 100 TeV
Very large PDF uncertainties affect QQbar luminosities since large-x antiquarks poorly
known
Using these results, it is possible to estimate how the cross-sections for different processes
will increase when going from 14 TeV to 100 TeV
9

Juan Rojo

FCC Meeting, CERN, 27/01/2014
PDF tools for
100 TeV FCC studies

Juan Rojo

FCC Meeting, CERN, 27/01/2014
We need to make sure that PDFs behave properly when used in the context of FCC 100
TeV studies and simulations
FCC studies will probe PDFs at very large-x and large Q: make sure that all modern sets
extrapolated properly in this region
FCC studies of non-perturbative physics such as Underlying Event and important
processes like quarkonium production require PDFs down to very small values of x
For M > 2 TeV, the top quark is essentially a massless quark: need PDFs which include a
top quark PDF t(x,Q). Missing the top PDF also affects DGLAP evolution indirectly

11

Juan Rojo

FCC Meeting, CERN, 27/01/2014
High-mass production at FCC will probe PDFs at very high-x, we want to make sure that available PDF
sets properly extrapolate in this region
Michelangelo reported some weeks ago that using CTEQ at very large x returns zero
I have tried using LHAPDF5.9.0 with CT10, MSTW08 and NNPDF2.3. Consider only central PDF sets
(ignore for the time being PDF uncertainties), for Q = 10 TeV
Large-x PDFs seems to behave properly at very large-x, though MSTW08 extrapolation has a peculiar
behavior, at least using the LHAPDF library
Note substantial differences for d(x,Q) at high-x
Large-x NNLO PDFs for FCC studies

Large-x NNLO PDFs for FCC studies

NNPDF2.3

10-1

10-1

CT10
-2

CT10
-2

10

MSTW08

-3

10

MSTW08

-3

10

x d ( x, Q2)

10

x g ( x, Q2)

NNPDF2.3

10-4

10-4

10-5

10-5

10-6
10-7

10-7

10-8
0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 0.95
x

12

10-6

10-8
0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 0.95
x

Juan Rojo

FCC Meeting, CERN, 27/01/2014
At FCC100, the production of 100 GeV particles might require knowledge of PDFs down to 1e-6, 1e-7,
depending on acceptance
For other processes, both perturbative (low mass Drell-Yan, Quarkonium production, low pt photons
and jets) and non-perturvative (Underlying Event, Minimum Bias) we need PDFs down to 1e-8, 1e-9
Compare various PDFs at very small x out of the box using LHAPDF5.9.0: small-x PDFs frozen between
1e-6 and 1e-8 depending on the PDF set

Small-x NNLO PDFs for FCC studies

NNPDF2.3
CT10
cteq6
MSTW08

2

103

102

10-9

13

NNPDF2.3
CT10
cteq6
MSTW08

104
x u ( x, Q2)

104
x g ( x, Q )

Small-x NNLO PDFs for FCC studies

103

102

10-8

10-7

Juan Rojo

10-6
x

10-5

10-4

10-3

10-9

10-8

10-7

10-6
x

10-5

FCC Meeting, CERN, 27/01/2014

10-4

10-3
This is not a fundamental problem: is easy enough to provide a extrapolation down to very small-x ...
... but this extrapolation must be driven by theory + methodology, since no data available
The NNPDF2.3LO set can be extrapolated down to 1e-9 using the neural network extrapolation: huge
PDF uncertainties, but central values turn out to have a reasonable behavior
NNPDF2.3LO PDF set is already available as standalone code in Pythia8, where there is an ongoing
tuning effort. Torbjorn has been using it to provide UE predictions for FCC finding reasonable results
xg(x,Q), NNPDF23_lo_as_0119_qed.LHgrid members

500

Members
Generated by APFEL2.0.0: V.Bertone, S.Carrazza, J.Rojo (arXiv:1310.1394)

Central value
Std. deviation

400

68% c.l.
Q = 1.41 GeV

300
200
100
0
-9
10
14

Juan Rojo

-8

10

10-7

-6

10

-5

10

x

10-4

-3

10

10-2

10-1

1

FCC Meeting, CERN, 27/01/2014
In the Variable-Flavor-Number (VFN) scheme, heavy quark PDFs for charm and bottom are generated
radiatively from the gluon PDF

For very high-mass production at a 100 TeV FCC, the top quark can be considered as approximately
massless, and thus we need to generate a top quark PDF t(x,Q) just as we have a charm and bottom PDF
Note that missing the top PDF also feeds back into all other PDFs due to the different DGLAP evolution
Ratio to NNPDF2.1 GM-VFN, x=10-2

Ratio to NNPDF2.1 GM-VFN, x=10-2

1.15

missing charm

1.1

NNPDF2.1

1.2

NNPDF2.1 FFN NF=3
1.1

NNPDF2.1 FFN NF=4

x (x, Q 2)

xg (x, Q2)

1.05

1

1

0.9

0.95

NNPDF2.1
NNPDF2.1 FFN NF=3

0.9

missing charm

0.8

NNPDF2.1 FFN NF=4
0.85

102
Q 2 [ GeV 2 ]

10

15

Juan Rojo

3

10

104

0.7
10

102
Q 2 [ GeV 2 ]

3

10

FCC Meeting, CERN, 27/01/2014

104
Currently, only the NNPDF Collaboration provides sets with top quark PDF included (as well as sets in
the other VFN schemes, NF=3, NF=4 and NF=5)
At 10 TeV, the top quark PDF t(x,Q) is only a factor 2/3 smaller that all other quark PDFs (charm and
bottom are very close to light quark PDFs): should be included in theoretical predictions

x PDF ( x, Q2 = 10 TeV )

NNPDF2.3 NNLO NF = 6

102

10

1

10-1 -5
10
16

Gluon
Up
Charm
Bottom
Top

Juan Rojo

10-4

-3

10

x

10-2

10-1

FCC Meeting, CERN, 27/01/2014
At 10 TeV, the top quark PDF t(x,Q) is only a factor 2/3 smaller that all other quark PDFs (charm and
bottom are very close to light quark PDFs): should be included in theoretical predictions
The missing contribution from t(x,Q) also feeds back to the gluon PDF: up to 4% differences due to the
missing top quark PDF

NNPDF2.3 NNLO, x = 10-2
1.06

1.04

F

Ratio ( N = 5 ) / ( N = 6 )

1.05

Gluon
Up
Down

NF=6 vs NF=5

1.03

F

1.02
1.01
1
0.99
0.98
102

17

Juan Rojo

3
Q10GeV )
(

104

FCC Meeting, CERN, 27/01/2014
Parton Distributions and
QED/Electroweak Corrections

Juan Rojo

FCC Meeting, CERN, 27/01/2014
As mentioned in the case of top quark, when Q >> mt it makes sense computationally to resum
large collinear-like logarithms into a top PDF

With a similar motivation, it might be efficient to resum multiple initial state emissions of W and Z
bosons into the corresponding parton distributions, FW(x,Q), FZ(x,Q)
The analogous of DGLAP evolution equations in QCD can be derived in the electroweak sector of
the Standard Model, but the resulting equations are very different (Ciafaloni and Comelli,
2002,2005)
The purely electroweak evolution equations must be supplemented with the QED evolution
equations and the determination of the photon PDF
(x,Q2) from experimental data
(NNPDF2.3QED)

An important difference between QED and EW evolution is that in the later case W and Z boson
PDFs are always generated dynamically, while there is an intrinsic photon PDF in the proton
19

Juan Rojo

FCC Meeting, CERN, 27/01/2014
The analogous of DGLAP evolution equations in QCD can be derived in the electroweak sector of
the Standard Model, but the resulting equations are very different (Ciafaloni and Comelli, 2002,2005)
Evolution equation for the structure function of W bosons

No numerical implementation of EW evolution equations exist. Very different flavor/coupling
structure as compared to QCD evolution equations
In addition, EW must be combined with pure QED evolution, and then combined with QCD into
a complete set of Standard Model PDF evolution equations
Could this be of relevance at the LHC, and not only at FCC?

20

Juan Rojo

FCC Meeting, CERN, 27/01/2014
Once QED corrections to PDFs are taken into account, photon-initiated contributions are relevant
at the LHC, could be even more the case at the FCC
Many examples, like photon-initiated corrections substantially modify the lepton pt in high-mass
Drell-Yan
They also induce substantial uncertainties for high-mass WW production, up to 100%
More FCC-specific studies required

WW production @ LHC 100 TeV, 68% CL

high-mass DY

σ(WW) [QCD+QED] / σ(WW) [QCD]

2.5

2

WW at FCC100

1.5

1

NNPDF2.3 QED, qq
0.5

(QCD+QED)/QCD

MRST04 QED, qq
NNPDF2.3 QED, qq + γ γ
MRST04 QED, qq + γ γ

0
0

21

Boughezal, Li, Petriello 2013
Juan Rojo

1000

2000

3000

4000
5000
Mcut ( GeV )
WW

6000

7000

Snowmass QCD report
FCC Meeting, CERN, 27/01/2014

8000
The Physics Case for
Polarized Collisions at the FCC

Juan Rojo

FCC Meeting, CERN, 27/01/2014
What are the BSM opportunities for the polarized option of a 100 TeV machine?
While likely not required for discovery, polarized beams could provide a useful tool for BSM
characterization, where differences in polarized asymmetries provide a handle on SM vs BSM
discrimination
Phenomenology implications explored in the context of in Bozzi, Fuks, Klasen 04, Debove, Fuks,
Klasen 08. Here just briefly motivate the idea in a general context. Benjamin will give a more
complete talk next meeting about BSM opportunities with polarized beams.
NNPDF2.3 dataset

NNPDF polarized
104

107

NMC-pd

NNPDF unpolarized

SLAC

EMC
SMC

6

10

CHORUS

103

FLH108
ZEUS-H2
ZEUSF2C
H1F2C

104

DYE605
DYE886
CDFWASY

3

10

CDFZRAP
D0ZRAP
CDFR2KT

STAR-jets 09 (prel.)
PHENIX-jets

E155
COMPASS-D
COMPASS-P

2

10

T

Q2 / M2 / p2 [ GeV2 ]
T

NTVDMN

Q2/M2/p2 [GeV 2]

5

10

STAR-jets

E154

HERAI-AV

STAR-W± (prel.)

E143

BCDMS

COMPASS-OC

SMClowx

NMC

HERMES97
HERMES

D0R2CON

2

10

10

ATLAS-WZ-36pb
CMS-WEASY-840PB
LHCB-WZ-36pb
ATLAS-JETS-10

10
1

1 -5
10

-3

10-4

-3

10

x

10-2

10-1

1

10

10-2

10-1

x

Polarized PDFs are affected by much larger uncertainties than unpolarized PDFs
due to reduced dataset and kinematical coverage
23

Juan Rojo

FCC Meeting, CERN, 27/01/2014
NNPDF2.3, Q2 = 104 GeV2
0.8

0.8

xg

0.7

0.6

xd
xs

0.5

2

x ∆ q ( x, Q )

0.5

x∆g
x∆u
x∆d
x∆s

0.7

xu

0.6
x q ( x, Q2)

NNPDFpol1.1, Q2 = 104 GeV2

0.4
0.3
0.2

0.4
0.3
0.2

0.1

0.1

0

0

-0.1

-0.1

10-2

10-1
x

10-2

10-1
x

Different qualitative behaviors of PDFs wrt unpolarized PDFs
Polarized PDFs smaller than unpolarized due to positivity condition

and suppressed at small-x due to different DGLAP splitting functions
Only asymmetries which involve high-x polarized PDFs (final states with large invariant mass)
will be large enough to be accessible experimentally
24

Juan Rojo

FCC Meeting, CERN, 27/01/2014
Fuks, Proudom, Rojo, Schienbein,
in preparation

Measurement of sign of AL will discriminate between different BSM scenarios (different production modes)
25

A more precise measurement of AL leads to enhanced discrimination, ie, qq vs gg production mechanisms
Parton Distributions play a central role at the LHC program, will continue to do so at a
potential Future Circular Collider at 100 TeV
Many new qualitative features of PDFs need to be studied: top PDF, PDFs at very large-x,
PDFs with electroweak corrections
It will be useful to provide specific PDF sets for FCC studies, with suitable extrapolations at
very small and very large-x as well as to a very large Q2 (and include top PDF)
A polarized mode of the FCC might provide a unique way of characterizing BSM dynamics
uncovered in unpolarized collisions

2

The future?

x PDF ( x, Q = 10 TeV )

NNPDF7.4 N3LO, HERA+LHC+FCC
102

10

1

10-1 -7
10

26

Juan Rojo

Gluon
Up
Charm
Bottom
Top

10-6

10-5

10-4 x 10-3

10-2

10-1
FCC Meeting, CERN, 27/01/2014

More Related Content

What's hot

NNPDF3.0: Next generation parton distributions for the LHC Run II
NNPDF3.0: Next generation parton distributions for the LHC Run IINNPDF3.0: Next generation parton distributions for the LHC Run II
NNPDF3.0: Next generation parton distributions for the LHC Run IIjuanrojochacon
 
Pdpta11 G-Ensemble for Meteorological Prediction Enhancement
Pdpta11 G-Ensemble for Meteorological Prediction EnhancementPdpta11 G-Ensemble for Meteorological Prediction Enhancement
Pdpta11 G-Ensemble for Meteorological Prediction EnhancementHisham Ihshaish
 
timeSeriesClassificationLDA
timeSeriesClassificationLDAtimeSeriesClassificationLDA
timeSeriesClassificationLDAKellen Betts
 
NNPDF3.0: parton distributions for the LHC Run II
NNPDF3.0: parton distributions for the LHC Run IINNPDF3.0: parton distributions for the LHC Run II
NNPDF3.0: parton distributions for the LHC Run IIjuanrojochacon
 
Example problems
Example problemsExample problems
Example problemsdeepakps22
 
KZ Spatial Waves Separations
KZ Spatial Waves SeparationsKZ Spatial Waves Separations
KZ Spatial Waves SeparationsQUESTJOURNAL
 
Kernel estimation(ref)
Kernel estimation(ref)Kernel estimation(ref)
Kernel estimation(ref)Zahra Amini
 
An Efficient Data Collection Protocol for Underwater Wireless Sensor Networks
An Efficient Data Collection Protocol for Underwater Wireless Sensor NetworksAn Efficient Data Collection Protocol for Underwater Wireless Sensor Networks
An Efficient Data Collection Protocol for Underwater Wireless Sensor NetworksIJCNCJournal
 

What's hot (11)

NNPDF3.0: Next generation parton distributions for the LHC Run II
NNPDF3.0: Next generation parton distributions for the LHC Run IINNPDF3.0: Next generation parton distributions for the LHC Run II
NNPDF3.0: Next generation parton distributions for the LHC Run II
 
Pdpta11 G-Ensemble for Meteorological Prediction Enhancement
Pdpta11 G-Ensemble for Meteorological Prediction EnhancementPdpta11 G-Ensemble for Meteorological Prediction Enhancement
Pdpta11 G-Ensemble for Meteorological Prediction Enhancement
 
timeSeriesClassificationLDA
timeSeriesClassificationLDAtimeSeriesClassificationLDA
timeSeriesClassificationLDA
 
NNPDF3.0: parton distributions for the LHC Run II
NNPDF3.0: parton distributions for the LHC Run IINNPDF3.0: parton distributions for the LHC Run II
NNPDF3.0: parton distributions for the LHC Run II
 
Example problems
Example problemsExample problems
Example problems
 
KZ Spatial Waves Separations
KZ Spatial Waves SeparationsKZ Spatial Waves Separations
KZ Spatial Waves Separations
 
Matlab time series example
Matlab time series exampleMatlab time series example
Matlab time series example
 
Ns2
Ns2Ns2
Ns2
 
Entropy scaling search method
Entropy scaling search methodEntropy scaling search method
Entropy scaling search method
 
Kernel estimation(ref)
Kernel estimation(ref)Kernel estimation(ref)
Kernel estimation(ref)
 
An Efficient Data Collection Protocol for Underwater Wireless Sensor Networks
An Efficient Data Collection Protocol for Underwater Wireless Sensor NetworksAn Efficient Data Collection Protocol for Underwater Wireless Sensor Networks
An Efficient Data Collection Protocol for Underwater Wireless Sensor Networks
 

Similar to Parton Distributions at a 100 TeV Hadron Collider

The NNPDF3.1 global PDF analysis
The NNPDF3.1 global PDF analysisThe NNPDF3.1 global PDF analysis
The NNPDF3.1 global PDF analysisjuanrojochacon
 
Constraints on the gluon PDF from top quark differential distributions at NNLO
Constraints on the gluon PDF from top quark differential distributions at NNLOConstraints on the gluon PDF from top quark differential distributions at NNLO
Constraints on the gluon PDF from top quark differential distributions at NNLOjuanrojochacon
 
QCD at the LHC: recent progress and open problems
QCD at the LHC: recent progress and open problemsQCD at the LHC: recent progress and open problems
QCD at the LHC: recent progress and open problemsjuanrojochacon
 
Recent progress in proton and nuclear PDFs at small-x
Recent progress in proton and nuclear PDFs at small-xRecent progress in proton and nuclear PDFs at small-x
Recent progress in proton and nuclear PDFs at small-xjuanrojochacon
 
News from NNPDF: QED, small-x, and alphas(MZ) fits
News from NNPDF: QED, small-x, and alphas(MZ) fitsNews from NNPDF: QED, small-x, and alphas(MZ) fits
News from NNPDF: QED, small-x, and alphas(MZ) fitsjuanrojochacon
 
Parton Distributions and Standard Model Physics at the LHC
Parton Distributions and Standard Model Physics at the LHCParton Distributions and Standard Model Physics at the LHC
Parton Distributions and Standard Model Physics at the LHCjuanrojochacon
 
News from NNPDF: new data and fits with intrinsic charm
News from NNPDF: new data and fits with intrinsic charmNews from NNPDF: new data and fits with intrinsic charm
News from NNPDF: new data and fits with intrinsic charmjuanrojochacon
 
Precision determination of the small-x gluon from charm production at LHCb
Precision determination of the small-x gluon from charm production at LHCbPrecision determination of the small-x gluon from charm production at LHCb
Precision determination of the small-x gluon from charm production at LHCbjuanrojochacon
 
Tuning Pythia8,1: The Monash 2013 Tune
Tuning Pythia8,1: The Monash 2013 TuneTuning Pythia8,1: The Monash 2013 Tune
Tuning Pythia8,1: The Monash 2013 Tunejuanrojochacon
 
Parton Distributions with Intrinsic Charm
Parton Distributions with Intrinsic CharmParton Distributions with Intrinsic Charm
Parton Distributions with Intrinsic Charmjuanrojochacon
 
Parton Distributions: future needs, and the role of the High-Luminosity LHC
Parton Distributions: future needs, and the role of the High-Luminosity LHCParton Distributions: future needs, and the role of the High-Luminosity LHC
Parton Distributions: future needs, and the role of the High-Luminosity LHCjuanrojochacon
 
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91Fabio Greco
 
NNLO PDF fits with top-quark pair differential distributions
NNLO PDF fits with top-quark pair differential distributionsNNLO PDF fits with top-quark pair differential distributions
NNLO PDF fits with top-quark pair differential distributionsJuan Rojo
 
Strong Higgs Pair Production at the LHC with jet substructure
Strong Higgs Pair Production at the LHC with jet substructureStrong Higgs Pair Production at the LHC with jet substructure
Strong Higgs Pair Production at the LHC with jet substructurejuanrojochacon
 
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Data
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC DataMET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Data
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Datakuhanw
 
68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez
68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez
68th ICREA Colloquium "Results from the LHC Run II" by Mario MartínezICREA
 
Parton distributions in the LHC precision era
Parton distributions in the LHC precision eraParton distributions in the LHC precision era
Parton distributions in the LHC precision erajuanrojochacon
 
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopDesign and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopCSCJournals
 

Similar to Parton Distributions at a 100 TeV Hadron Collider (20)

The NNPDF3.1 global PDF analysis
The NNPDF3.1 global PDF analysisThe NNPDF3.1 global PDF analysis
The NNPDF3.1 global PDF analysis
 
Constraints on the gluon PDF from top quark differential distributions at NNLO
Constraints on the gluon PDF from top quark differential distributions at NNLOConstraints on the gluon PDF from top quark differential distributions at NNLO
Constraints on the gluon PDF from top quark differential distributions at NNLO
 
QCD at the LHC: recent progress and open problems
QCD at the LHC: recent progress and open problemsQCD at the LHC: recent progress and open problems
QCD at the LHC: recent progress and open problems
 
Recent progress in proton and nuclear PDFs at small-x
Recent progress in proton and nuclear PDFs at small-xRecent progress in proton and nuclear PDFs at small-x
Recent progress in proton and nuclear PDFs at small-x
 
News from NNPDF: QED, small-x, and alphas(MZ) fits
News from NNPDF: QED, small-x, and alphas(MZ) fitsNews from NNPDF: QED, small-x, and alphas(MZ) fits
News from NNPDF: QED, small-x, and alphas(MZ) fits
 
Parton Distributions and Standard Model Physics at the LHC
Parton Distributions and Standard Model Physics at the LHCParton Distributions and Standard Model Physics at the LHC
Parton Distributions and Standard Model Physics at the LHC
 
News from NNPDF: new data and fits with intrinsic charm
News from NNPDF: new data and fits with intrinsic charmNews from NNPDF: new data and fits with intrinsic charm
News from NNPDF: new data and fits with intrinsic charm
 
Precision determination of the small-x gluon from charm production at LHCb
Precision determination of the small-x gluon from charm production at LHCbPrecision determination of the small-x gluon from charm production at LHCb
Precision determination of the small-x gluon from charm production at LHCb
 
YSchutz_PPTWin
YSchutz_PPTWinYSchutz_PPTWin
YSchutz_PPTWin
 
Tuning Pythia8,1: The Monash 2013 Tune
Tuning Pythia8,1: The Monash 2013 TuneTuning Pythia8,1: The Monash 2013 Tune
Tuning Pythia8,1: The Monash 2013 Tune
 
Parton Distributions with Intrinsic Charm
Parton Distributions with Intrinsic CharmParton Distributions with Intrinsic Charm
Parton Distributions with Intrinsic Charm
 
Parton Distributions: future needs, and the role of the High-Luminosity LHC
Parton Distributions: future needs, and the role of the High-Luminosity LHCParton Distributions: future needs, and the role of the High-Luminosity LHC
Parton Distributions: future needs, and the role of the High-Luminosity LHC
 
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91
Recurrent Time-Delay Neural Network - Fabio Greco - ICASSP 91
 
NNLO PDF fits with top-quark pair differential distributions
NNLO PDF fits with top-quark pair differential distributionsNNLO PDF fits with top-quark pair differential distributions
NNLO PDF fits with top-quark pair differential distributions
 
Strong Higgs Pair Production at the LHC with jet substructure
Strong Higgs Pair Production at the LHC with jet substructureStrong Higgs Pair Production at the LHC with jet substructure
Strong Higgs Pair Production at the LHC with jet substructure
 
Program on Quasi-Monte Carlo and High-Dimensional Sampling Methods for Applie...
Program on Quasi-Monte Carlo and High-Dimensional Sampling Methods for Applie...Program on Quasi-Monte Carlo and High-Dimensional Sampling Methods for Applie...
Program on Quasi-Monte Carlo and High-Dimensional Sampling Methods for Applie...
 
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Data
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC DataMET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Data
MET Energy Resolution in Pileup Minimum Bias Events using 7 TeV LHC Data
 
68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez
68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez
68th ICREA Colloquium "Results from the LHC Run II" by Mario Martínez
 
Parton distributions in the LHC precision era
Parton distributions in the LHC precision eraParton distributions in the LHC precision era
Parton distributions in the LHC precision era
 
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked LoopDesign and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
Design and Implementation of Low Ripple Low Power Digital Phase-Locked Loop
 

More from juanrojochacon

Higgs Pair Production at the LHC and future colliders
Higgs Pair Production at the LHC and future collidersHiggs Pair Production at the LHC and future colliders
Higgs Pair Production at the LHC and future collidersjuanrojochacon
 
Parton distributions from high-precision collider data
Parton distributions from high-precision collider dataParton distributions from high-precision collider data
Parton distributions from high-precision collider datajuanrojochacon
 
Higgs pair production in vector-boson fusion at the LHC and beyond
Higgs pair production in vector-boson fusion at the LHC and beyondHiggs pair production in vector-boson fusion at the LHC and beyond
Higgs pair production in vector-boson fusion at the LHC and beyondjuanrojochacon
 
Rojo pdf lattice2017-nnpdf
Rojo pdf lattice2017-nnpdfRojo pdf lattice2017-nnpdf
Rojo pdf lattice2017-nnpdfjuanrojochacon
 
Discovery through precision: perturbative QCD at the dawn of the LHC Run II
Discovery through precision: perturbative QCD at the dawn of the LHC Run IIDiscovery through precision: perturbative QCD at the dawn of the LHC Run II
Discovery through precision: perturbative QCD at the dawn of the LHC Run IIjuanrojochacon
 
Parton Distributions and the search for New Physics at the LHC
Parton Distributions and the search for New Physics at the LHCParton Distributions and the search for New Physics at the LHC
Parton Distributions and the search for New Physics at the LHCjuanrojochacon
 
CERN, Particle Physics and the Large Hadron Collider
CERN, Particle Physics and the Large Hadron ColliderCERN, Particle Physics and the Large Hadron Collider
CERN, Particle Physics and the Large Hadron Colliderjuanrojochacon
 
The structure of the proton in the Higgs boson era
The structure of the proton in the Higgs boson eraThe structure of the proton in the Higgs boson era
The structure of the proton in the Higgs boson erajuanrojochacon
 
Particle Physics, CERN and the Large Hadron Collider
Particle Physics, CERN and the Large Hadron ColliderParticle Physics, CERN and the Large Hadron Collider
Particle Physics, CERN and the Large Hadron Colliderjuanrojochacon
 
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...juanrojochacon
 
Characterizing New Physics with Polarized Beams in Hadron Collisions
Characterizing New Physics with Polarized Beams in Hadron CollisionsCharacterizing New Physics with Polarized Beams in Hadron Collisions
Characterizing New Physics with Polarized Beams in Hadron Collisionsjuanrojochacon
 
The Standard Model and the LHC in the Higgs Boson Era
The Standard Model and the LHC in the Higgs Boson EraThe Standard Model and the LHC in the Higgs Boson Era
The Standard Model and the LHC in the Higgs Boson Erajuanrojochacon
 
PDFs at the LHC: Lessons from Run I and preparation for Run II
PDFs at the LHC: Lessons from Run I and preparation for Run IIPDFs at the LHC: Lessons from Run I and preparation for Run II
PDFs at the LHC: Lessons from Run I and preparation for Run IIjuanrojochacon
 
The Structure of the Proton in the Higgs Boson Era
The Structure of the Proton in the Higgs Boson EraThe Structure of the Proton in the Higgs Boson Era
The Structure of the Proton in the Higgs Boson Erajuanrojochacon
 
Boosting Strong Higgs Pair Production at the LHC
Boosting Strong Higgs Pair Production at the LHCBoosting Strong Higgs Pair Production at the LHC
Boosting Strong Higgs Pair Production at the LHCjuanrojochacon
 
aMCfast: Automation of Fast NLO Computations for PDF fits
aMCfast: Automation of Fast NLO Computations for PDF fitsaMCfast: Automation of Fast NLO Computations for PDF fits
aMCfast: Automation of Fast NLO Computations for PDF fitsjuanrojochacon
 

More from juanrojochacon (16)

Higgs Pair Production at the LHC and future colliders
Higgs Pair Production at the LHC and future collidersHiggs Pair Production at the LHC and future colliders
Higgs Pair Production at the LHC and future colliders
 
Parton distributions from high-precision collider data
Parton distributions from high-precision collider dataParton distributions from high-precision collider data
Parton distributions from high-precision collider data
 
Higgs pair production in vector-boson fusion at the LHC and beyond
Higgs pair production in vector-boson fusion at the LHC and beyondHiggs pair production in vector-boson fusion at the LHC and beyond
Higgs pair production in vector-boson fusion at the LHC and beyond
 
Rojo pdf lattice2017-nnpdf
Rojo pdf lattice2017-nnpdfRojo pdf lattice2017-nnpdf
Rojo pdf lattice2017-nnpdf
 
Discovery through precision: perturbative QCD at the dawn of the LHC Run II
Discovery through precision: perturbative QCD at the dawn of the LHC Run IIDiscovery through precision: perturbative QCD at the dawn of the LHC Run II
Discovery through precision: perturbative QCD at the dawn of the LHC Run II
 
Parton Distributions and the search for New Physics at the LHC
Parton Distributions and the search for New Physics at the LHCParton Distributions and the search for New Physics at the LHC
Parton Distributions and the search for New Physics at the LHC
 
CERN, Particle Physics and the Large Hadron Collider
CERN, Particle Physics and the Large Hadron ColliderCERN, Particle Physics and the Large Hadron Collider
CERN, Particle Physics and the Large Hadron Collider
 
The structure of the proton in the Higgs boson era
The structure of the proton in the Higgs boson eraThe structure of the proton in the Higgs boson era
The structure of the proton in the Higgs boson era
 
Particle Physics, CERN and the Large Hadron Collider
Particle Physics, CERN and the Large Hadron ColliderParticle Physics, CERN and the Large Hadron Collider
Particle Physics, CERN and the Large Hadron Collider
 
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...
PDF uncertainties and the W mass: Report from the Workshop “Parton Distributi...
 
Characterizing New Physics with Polarized Beams in Hadron Collisions
Characterizing New Physics with Polarized Beams in Hadron CollisionsCharacterizing New Physics with Polarized Beams in Hadron Collisions
Characterizing New Physics with Polarized Beams in Hadron Collisions
 
The Standard Model and the LHC in the Higgs Boson Era
The Standard Model and the LHC in the Higgs Boson EraThe Standard Model and the LHC in the Higgs Boson Era
The Standard Model and the LHC in the Higgs Boson Era
 
PDFs at the LHC: Lessons from Run I and preparation for Run II
PDFs at the LHC: Lessons from Run I and preparation for Run IIPDFs at the LHC: Lessons from Run I and preparation for Run II
PDFs at the LHC: Lessons from Run I and preparation for Run II
 
The Structure of the Proton in the Higgs Boson Era
The Structure of the Proton in the Higgs Boson EraThe Structure of the Proton in the Higgs Boson Era
The Structure of the Proton in the Higgs Boson Era
 
Boosting Strong Higgs Pair Production at the LHC
Boosting Strong Higgs Pair Production at the LHCBoosting Strong Higgs Pair Production at the LHC
Boosting Strong Higgs Pair Production at the LHC
 
aMCfast: Automation of Fast NLO Computations for PDF fits
aMCfast: Automation of Fast NLO Computations for PDF fitsaMCfast: Automation of Fast NLO Computations for PDF fits
aMCfast: Automation of Fast NLO Computations for PDF fits
 

Recently uploaded

UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfNirmal Dwivedi
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseAnaAcapella
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Pooja Bhuva
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Pooja Bhuva
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfSherif Taha
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jisc
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfDr Vijay Vishwakarma
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Jisc
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxDr. Sarita Anand
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...Poonam Aher Patil
 

Recently uploaded (20)

UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Food safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdfFood safety_Challenges food safety laboratories_.pdf
Food safety_Challenges food safety laboratories_.pdf
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 

Parton Distributions at a 100 TeV Hadron Collider

  • 1. Parton Distributions at a 100 TeV Hadron Collider Juan Rojo CERN, PH Division, TH Unit Future Circular Colliders Meeting CERN, 27.01.2014 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 2. Very exploratory first study on the role of Parton Distributions at a Future Circular Collider with CoM of 100 TeV Concentrate on the basic features, avoid technical details Study both main physics issues, and also tools available for FCC 100 TeV studies from the PDF point of view Outline of this talk: Kinematic coverage from LHC 14 TeV to FCC 100 TeV PDF luminosities from 14 to 100 TeV Tools for FCC PDF studies: large-x PDFs, top PDF, LO small-x PDFs ... PDFs with Electroweak corrections Physics case for polarized collisions at the FCC 2 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 3. Kinematic Coverage and PDF Luminosities: From LHC14 to FCC100 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 4. At Born level, for the production of a particle at rapidity y with mass M, the PDFs are evaluated at Going from Ecm=14 TeV to Ecm=100 TeV, for a given M and y knowledge of PDFs at smaller x is required: x1,20( S=100 TeV ) = 0.14 x1,20( S=14 TeV ) In addition, for fixed M, the increased range in y allows to prove even further smaller x Conversely, fixing x1,20 and y, the increased center of mass energy implies that higher masses will be probed: M( S=100 TeV ) = 7.14 M( S=14 TeV ) But recall that hadronic cross-sections fall as 1/M2 so this is not how BSM mass reach scales! Some consequences: For Higgs and SM probes (tt, W, Z), PDFs will be proved (at least) one order of magnitude smaller x For possible new high-mass particles of mass M, large-x PDFs (required at 14 TeV) turn into medium-x PDFs (at 100 TeV), not only leading to larger cross-sections but with less uncertainties For small masses M, a completely new kinematical range opens that has never been explored 4 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 5. Kinematics of a 100 TeV FCC Plot by J. Rojo, Dec 2013 105 FCC 100 TeV MX ( GeV ) 104 LHC 14 TeV 3 10 102 10 y=-8 1 -10 10 5 -9 10 Juan Rojo y=-4 -8 10 10-7 y=0 -6 10 -5 10 x y=4 10-4 y=8 -3 10 10-2 10-1 FCC Meeting, CERN, 27/01/2014
  • 6. Kinematics of a 100 TeV FCC Plot by J. Rojo, Dec 2013 105 20 TeV Z’ FCC 100 TeV MX ( GeV ) 104 2 TeV squarks LHC 14 TeV 3 10 Higgs, top 102 W,Z DY, low-pt jets 10 y=-8 1 -10 10 6 -9 10 Juan Rojo y=-4 -8 10 10-7 y=0 -6 10 -5 10 x y=4 10-4 -3 10 y=8 10-2 10-1 FCC Meeting, CERN, 27/01/2014
  • 7. NNPDF2.3 dataset Kinematics of a 100 TeV FCC Plot by J. Rojo, Dec 2013 105 107 NMC-pd NMC SLAC BCDMS 6 5 10 LHC 14 TeV 103 HERAI-AV CHORUS FLH108 Q2 / M2 / p2 [ GeV2 ] T MX ( GeV ) 10 FCC 100 TeV 104 ZEUS-H2 ZEUSF2C H1F2C 104 102 NTVDMN DYE605 DYE886 CDFWASY 3 10 CDFZRAP D0ZRAP CDFR2KT D0R2CON 102 10 ATLAS-WZ-36pb CMS-WEASY-840PB LHCB-WZ-36pb ATLAS-JETS-10 y=-8 1 -10 10 -9 10 y=-4 -8 10 10-7 y=0 -6 10 -5 10 x y=4 10-4 -3 10 y=8 10-2 10-1 10 1 -5 10 10-4 -3 10 x 10-2 10-1 Compare kinematical coverage to that of the NNPDF2.3 set: Current PDF determinations have essentially no constraints for x < 10-4 The region of masses for M>1 TeV also unconstrained: rely on DGLAP evolution extrapolation Poor constraints on high-x PDFs, relevant for high masses M For M > 10 GeV, constraints from HERA only available for x > 10-3 Global PDF fits rely on QCD evolution, but EW effects will be required in multi-TeV region 7 Juan Rojo FCC Meeting, CERN, 27/01/2014 1
  • 8. Compare the ratio of PDF luminosities between 100 TeV and 14 TeV in different channels as a function of the final state mass 100 TeV vs 14 TeV PDF Luminosities, NNPDF2.3 NNLO PDF luminosity ratio 100 TeV / 14 TeV 108 107 For final state masses M < 1 TeV moderate increase in PDF luminosity, between a factor 10 and 100 6 10 105 104 For M > 1 TeV, much steeper increase (since 14 TeV lumis damped by large-x PDFs), up to a factor 108 for M = 10 TeV 103 102 10 1 8 gg lumi ratio Qualitative similar behavior for other PDF luminosities 102 Juan Rojo 10 3 MX [ GeV ] 104 FCC Meeting, CERN, 27/01/2014
  • 9. 100 TeV vs 14 TeV PDF Luminosities, NNPDF2.3 NNLO PDF luminosity ratio 100 TeV / 14 TeV 108 107 106 GG QG QQbar QQ 105 104 103 102 10 1 102 10 3 MX [ GeV ] 104 Gluon-initiated processes grow faster than quark initiated from 14 to 100 TeV Very large PDF uncertainties affect QQbar luminosities since large-x antiquarks poorly known Using these results, it is possible to estimate how the cross-sections for different processes will increase when going from 14 TeV to 100 TeV 9 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 10. PDF tools for 100 TeV FCC studies Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 11. We need to make sure that PDFs behave properly when used in the context of FCC 100 TeV studies and simulations FCC studies will probe PDFs at very large-x and large Q: make sure that all modern sets extrapolated properly in this region FCC studies of non-perturbative physics such as Underlying Event and important processes like quarkonium production require PDFs down to very small values of x For M > 2 TeV, the top quark is essentially a massless quark: need PDFs which include a top quark PDF t(x,Q). Missing the top PDF also affects DGLAP evolution indirectly 11 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 12. High-mass production at FCC will probe PDFs at very high-x, we want to make sure that available PDF sets properly extrapolate in this region Michelangelo reported some weeks ago that using CTEQ at very large x returns zero I have tried using LHAPDF5.9.0 with CT10, MSTW08 and NNPDF2.3. Consider only central PDF sets (ignore for the time being PDF uncertainties), for Q = 10 TeV Large-x PDFs seems to behave properly at very large-x, though MSTW08 extrapolation has a peculiar behavior, at least using the LHAPDF library Note substantial differences for d(x,Q) at high-x Large-x NNLO PDFs for FCC studies Large-x NNLO PDFs for FCC studies NNPDF2.3 10-1 10-1 CT10 -2 CT10 -2 10 MSTW08 -3 10 MSTW08 -3 10 x d ( x, Q2) 10 x g ( x, Q2) NNPDF2.3 10-4 10-4 10-5 10-5 10-6 10-7 10-7 10-8 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 0.95 x 12 10-6 10-8 0.5 0.55 0.6 0.65 0.7 0.75 0.8 0.85 0.9 0.95 x Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 13. At FCC100, the production of 100 GeV particles might require knowledge of PDFs down to 1e-6, 1e-7, depending on acceptance For other processes, both perturbative (low mass Drell-Yan, Quarkonium production, low pt photons and jets) and non-perturvative (Underlying Event, Minimum Bias) we need PDFs down to 1e-8, 1e-9 Compare various PDFs at very small x out of the box using LHAPDF5.9.0: small-x PDFs frozen between 1e-6 and 1e-8 depending on the PDF set Small-x NNLO PDFs for FCC studies NNPDF2.3 CT10 cteq6 MSTW08 2 103 102 10-9 13 NNPDF2.3 CT10 cteq6 MSTW08 104 x u ( x, Q2) 104 x g ( x, Q ) Small-x NNLO PDFs for FCC studies 103 102 10-8 10-7 Juan Rojo 10-6 x 10-5 10-4 10-3 10-9 10-8 10-7 10-6 x 10-5 FCC Meeting, CERN, 27/01/2014 10-4 10-3
  • 14. This is not a fundamental problem: is easy enough to provide a extrapolation down to very small-x ... ... but this extrapolation must be driven by theory + methodology, since no data available The NNPDF2.3LO set can be extrapolated down to 1e-9 using the neural network extrapolation: huge PDF uncertainties, but central values turn out to have a reasonable behavior NNPDF2.3LO PDF set is already available as standalone code in Pythia8, where there is an ongoing tuning effort. Torbjorn has been using it to provide UE predictions for FCC finding reasonable results xg(x,Q), NNPDF23_lo_as_0119_qed.LHgrid members 500 Members Generated by APFEL2.0.0: V.Bertone, S.Carrazza, J.Rojo (arXiv:1310.1394) Central value Std. deviation 400 68% c.l. Q = 1.41 GeV 300 200 100 0 -9 10 14 Juan Rojo -8 10 10-7 -6 10 -5 10 x 10-4 -3 10 10-2 10-1 1 FCC Meeting, CERN, 27/01/2014
  • 15. In the Variable-Flavor-Number (VFN) scheme, heavy quark PDFs for charm and bottom are generated radiatively from the gluon PDF For very high-mass production at a 100 TeV FCC, the top quark can be considered as approximately massless, and thus we need to generate a top quark PDF t(x,Q) just as we have a charm and bottom PDF Note that missing the top PDF also feeds back into all other PDFs due to the different DGLAP evolution Ratio to NNPDF2.1 GM-VFN, x=10-2 Ratio to NNPDF2.1 GM-VFN, x=10-2 1.15 missing charm 1.1 NNPDF2.1 1.2 NNPDF2.1 FFN NF=3 1.1 NNPDF2.1 FFN NF=4 x (x, Q 2) xg (x, Q2) 1.05 1 1 0.9 0.95 NNPDF2.1 NNPDF2.1 FFN NF=3 0.9 missing charm 0.8 NNPDF2.1 FFN NF=4 0.85 102 Q 2 [ GeV 2 ] 10 15 Juan Rojo 3 10 104 0.7 10 102 Q 2 [ GeV 2 ] 3 10 FCC Meeting, CERN, 27/01/2014 104
  • 16. Currently, only the NNPDF Collaboration provides sets with top quark PDF included (as well as sets in the other VFN schemes, NF=3, NF=4 and NF=5) At 10 TeV, the top quark PDF t(x,Q) is only a factor 2/3 smaller that all other quark PDFs (charm and bottom are very close to light quark PDFs): should be included in theoretical predictions x PDF ( x, Q2 = 10 TeV ) NNPDF2.3 NNLO NF = 6 102 10 1 10-1 -5 10 16 Gluon Up Charm Bottom Top Juan Rojo 10-4 -3 10 x 10-2 10-1 FCC Meeting, CERN, 27/01/2014
  • 17. At 10 TeV, the top quark PDF t(x,Q) is only a factor 2/3 smaller that all other quark PDFs (charm and bottom are very close to light quark PDFs): should be included in theoretical predictions The missing contribution from t(x,Q) also feeds back to the gluon PDF: up to 4% differences due to the missing top quark PDF NNPDF2.3 NNLO, x = 10-2 1.06 1.04 F Ratio ( N = 5 ) / ( N = 6 ) 1.05 Gluon Up Down NF=6 vs NF=5 1.03 F 1.02 1.01 1 0.99 0.98 102 17 Juan Rojo 3 Q10GeV ) ( 104 FCC Meeting, CERN, 27/01/2014
  • 18. Parton Distributions and QED/Electroweak Corrections Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 19. As mentioned in the case of top quark, when Q >> mt it makes sense computationally to resum large collinear-like logarithms into a top PDF With a similar motivation, it might be efficient to resum multiple initial state emissions of W and Z bosons into the corresponding parton distributions, FW(x,Q), FZ(x,Q) The analogous of DGLAP evolution equations in QCD can be derived in the electroweak sector of the Standard Model, but the resulting equations are very different (Ciafaloni and Comelli, 2002,2005) The purely electroweak evolution equations must be supplemented with the QED evolution equations and the determination of the photon PDF (x,Q2) from experimental data (NNPDF2.3QED) An important difference between QED and EW evolution is that in the later case W and Z boson PDFs are always generated dynamically, while there is an intrinsic photon PDF in the proton 19 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 20. The analogous of DGLAP evolution equations in QCD can be derived in the electroweak sector of the Standard Model, but the resulting equations are very different (Ciafaloni and Comelli, 2002,2005) Evolution equation for the structure function of W bosons No numerical implementation of EW evolution equations exist. Very different flavor/coupling structure as compared to QCD evolution equations In addition, EW must be combined with pure QED evolution, and then combined with QCD into a complete set of Standard Model PDF evolution equations Could this be of relevance at the LHC, and not only at FCC? 20 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 21. Once QED corrections to PDFs are taken into account, photon-initiated contributions are relevant at the LHC, could be even more the case at the FCC Many examples, like photon-initiated corrections substantially modify the lepton pt in high-mass Drell-Yan They also induce substantial uncertainties for high-mass WW production, up to 100% More FCC-specific studies required WW production @ LHC 100 TeV, 68% CL high-mass DY σ(WW) [QCD+QED] / σ(WW) [QCD] 2.5 2 WW at FCC100 1.5 1 NNPDF2.3 QED, qq 0.5 (QCD+QED)/QCD MRST04 QED, qq NNPDF2.3 QED, qq + γ γ MRST04 QED, qq + γ γ 0 0 21 Boughezal, Li, Petriello 2013 Juan Rojo 1000 2000 3000 4000 5000 Mcut ( GeV ) WW 6000 7000 Snowmass QCD report FCC Meeting, CERN, 27/01/2014 8000
  • 22. The Physics Case for Polarized Collisions at the FCC Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 23. What are the BSM opportunities for the polarized option of a 100 TeV machine? While likely not required for discovery, polarized beams could provide a useful tool for BSM characterization, where differences in polarized asymmetries provide a handle on SM vs BSM discrimination Phenomenology implications explored in the context of in Bozzi, Fuks, Klasen 04, Debove, Fuks, Klasen 08. Here just briefly motivate the idea in a general context. Benjamin will give a more complete talk next meeting about BSM opportunities with polarized beams. NNPDF2.3 dataset NNPDF polarized 104 107 NMC-pd NNPDF unpolarized SLAC EMC SMC 6 10 CHORUS 103 FLH108 ZEUS-H2 ZEUSF2C H1F2C 104 DYE605 DYE886 CDFWASY 3 10 CDFZRAP D0ZRAP CDFR2KT STAR-jets 09 (prel.) PHENIX-jets E155 COMPASS-D COMPASS-P 2 10 T Q2 / M2 / p2 [ GeV2 ] T NTVDMN Q2/M2/p2 [GeV 2] 5 10 STAR-jets E154 HERAI-AV STAR-W± (prel.) E143 BCDMS COMPASS-OC SMClowx NMC HERMES97 HERMES D0R2CON 2 10 10 ATLAS-WZ-36pb CMS-WEASY-840PB LHCB-WZ-36pb ATLAS-JETS-10 10 1 1 -5 10 -3 10-4 -3 10 x 10-2 10-1 1 10 10-2 10-1 x Polarized PDFs are affected by much larger uncertainties than unpolarized PDFs due to reduced dataset and kinematical coverage 23 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 24. NNPDF2.3, Q2 = 104 GeV2 0.8 0.8 xg 0.7 0.6 xd xs 0.5 2 x ∆ q ( x, Q ) 0.5 x∆g x∆u x∆d x∆s 0.7 xu 0.6 x q ( x, Q2) NNPDFpol1.1, Q2 = 104 GeV2 0.4 0.3 0.2 0.4 0.3 0.2 0.1 0.1 0 0 -0.1 -0.1 10-2 10-1 x 10-2 10-1 x Different qualitative behaviors of PDFs wrt unpolarized PDFs Polarized PDFs smaller than unpolarized due to positivity condition and suppressed at small-x due to different DGLAP splitting functions Only asymmetries which involve high-x polarized PDFs (final states with large invariant mass) will be large enough to be accessible experimentally 24 Juan Rojo FCC Meeting, CERN, 27/01/2014
  • 25. Fuks, Proudom, Rojo, Schienbein, in preparation Measurement of sign of AL will discriminate between different BSM scenarios (different production modes) 25 A more precise measurement of AL leads to enhanced discrimination, ie, qq vs gg production mechanisms
  • 26. Parton Distributions play a central role at the LHC program, will continue to do so at a potential Future Circular Collider at 100 TeV Many new qualitative features of PDFs need to be studied: top PDF, PDFs at very large-x, PDFs with electroweak corrections It will be useful to provide specific PDF sets for FCC studies, with suitable extrapolations at very small and very large-x as well as to a very large Q2 (and include top PDF) A polarized mode of the FCC might provide a unique way of characterizing BSM dynamics uncovered in unpolarized collisions 2 The future? x PDF ( x, Q = 10 TeV ) NNPDF7.4 N3LO, HERA+LHC+FCC 102 10 1 10-1 -7 10 26 Juan Rojo Gluon Up Charm Bottom Top 10-6 10-5 10-4 x 10-3 10-2 10-1 FCC Meeting, CERN, 27/01/2014