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Multiparticle Partial Wave Analysis: From

Multiparticle Partial Wave Analysis: From

Regge Theory and Duality to the Cloud

Regge Theory and Duality to the Cloud

International Workshop on Analysis Tools for next generation

Hadron Spectroscopy (ATHOS2012) Hotel Cenobio dei Dogi, Camogli, Italy

June 20-22 2012

Geoffrey Fox

Informatics, Computer Science, Physics Associate Dean for Research and

Graduate Studies, School of Informatics and Computing

(2)

-t E260: 200 GeV hp

Replaced

E110: hp h* p low pT 0X0

0X 0X

0X0 E350

Triple Regge Theory

“infinite” Progress in Jets but not so much in new understanding of low

When I left ……..

When I left ……..

ρ

ρ

A2

A2

As progress in hadron scattering amplitudes was slowing down

I would be interested in returning to field. I spent 20 years on theory,

(3)

3

Regge Pole

Cross Section

s

2(t) – 2

Regge Cut

cut

(t) <=

1

(t) +

2

(t) – 1

2

(t) = 1 most

interesting

(4)

-

p

0

n

(5)
(6)

Trajectory

Trajectory

(7)
(8)
(9)

08/13/20 pwamay03

Triple

Regge

Data

Some

Reggeons

behave

(10)

Apologies

Apologies

For errors and for not giving enough credit

For errors and for not giving enough credit

I have not studied since area of science for 32

I have not studied since area of science for 32

years and even when I worked full time in high

years and even when I worked full time in high

energy physics, I studied production amplitudes

energy physics, I studied production amplitudes

and not partial wave analysis

and not partial wave analysis

I haven’t even adjusted to change in names of

I haven’t even adjusted to change in names of

particles

particles

Think of me as a rather inaccurate conscience

Think of me as a rather inaccurate conscience

from the past

(11)

Issues in Partial Wave Analysis

Issues in Partial Wave Analysis

Goal:Goal: Extract clear evidence for resonances; determine masses, Extract clear evidence for resonances; determine masses,

widths and their decay modes; compare with theoretical models;

widths and their decay modes; compare with theoretical models;

especially in areas that extend understanding of quark model

especially in areas that extend understanding of quark model

(exotics, glueballs)

(exotics, glueballs)

Peripheral Production Peripheral Production should be cleanest; Goal of E110 at should be cleanest; Goal of E110 at

Fermilab but never ran for long enough!

Fermilab but never ran for long enough!

1

2

3 s12

s23

s13

Production Exchange Beam

Target

(12)

Some Lessons

Some Lessons

from the past I

from the past I

Amplitudes exhibit many features for which there is no clear

formalism that expresses in an integrated “additive” fashion

– We found a lot of “true” results but little that was quantitative

Analytic Structure as in S matrix with poles and cuts

– Poles correspond to particles and resonances

– Cuts to multiple exchanges (box and more complex diagrams) – Need to look at all channels to get full analytic structure

Unitarity as a well understood (but difficult in multi-particle

case to implement) constraint in every direct sub-channel

– Constraint only strong at low channel energy when one or a few possible intermediate states and not clearly useful in production processes

Spin formalism (Lorenz invariance) is of course well understood

and uncontroversial

Field Theory (Quark Model) can suggest quantum numbers,

coupling constants, symmetries, chiral limits etc.

Calculable field theories may not embody all known constraints

(13)

Some Lessons from the past II

Some Lessons from the past II

Spin FormalismSpin Formalism well understood both for full, decay, well understood both for full, decay,

and

and ReggeRegge exchange amplitudes exchange amplitudes

Extremely complexExtremely complex

Analytic structureAnalytic structure of amplitudes well understood for t- of amplitudes well understood for

t-channel (Jackson-Gottfried), s-t-channel frame helicity

channel (Jackson-Gottfried), s-channel frame helicity

and transversity amplitudes

and transversity amplitudes

Transversity amplitudes have nice selection rules and Transversity amplitudes have nice selection rules and

invariance under rotations

invariance under rotations

But poor analyticity structureBut poor analyticity structure

s-channel frames-channel frame has particularly good analyticity and has particularly good analyticity and

well understood “zero” structure at t=0

(14)

Density Matrix or Amplitude?

Density Matrix or Amplitude?

Density MatricesDensity Matrices will find dominant high spin resonances will find dominant high spin resonancesAmplitudesAmplitudes are more or less essential to find anything “not are more or less essential to find anything “not

immediately obvious”

immediately obvious”

– enforces rank and positivity conditions on density matrixenforces rank and positivity conditions on density matrix – have well defined analyticity propertieshave well defined analyticity properties

– But must be parameterized to reflect both unknowns and “what But must be parameterized to reflect both unknowns and “what

we know” – this bound to be wrong at some level?

we know” – this bound to be wrong at some level?

– Minimize and more realistically find ways to estimate error in Minimize and more realistically find ways to estimate error in

amplitude approximations

amplitude approximations

1

2

3

Reggeon Exchange

(15)

Break Amplitude Model into 2 pieces

Break Amplitude Model into 2 pieces

1) Model for Exchange1) Model for Exchange

In nearly all interesting cases exchanged particle should be a In nearly all interesting cases exchanged particle should be a well known Reggeon (possibly the Pomeron) as these have well known Reggeon (possibly the Pomeron) as these have highest intercept and will dominate in high energy region and highest intercept and will dominate in high energy region and this is only place reaction clean and distinguishable from

this is only place reaction clean and distinguishable from background

background

– Exchange is Exchange is Pomeron,Pomeron,    and exchange degenerate and exchange degenerate AA22 f f22 BB112) Model for 2) Model for

Beam plus Exchange Beam plus Exchange  “top vertex” final state “top vertex” final state

This is similar (how accurate is this?) to that for case where This is similar (how accurate is this?) to that for case where Exchange (Reggeon) replaced by “real particle” as critical Exchange (Reggeon) replaced by “real particle” as critical symmetry, analyticity, duality,

symmetry, analyticity, duality, relevantrelevant unitarity constraints unitarity constraints are

(16)

Prototypical Reaction

Prototypical Reaction

We are studying the sub-Reaction, We are studying the sub-Reaction,

Beam + “Production Exchange” gives

Beam + “Production Exchange” gives 1 + 2 1 + 2 or or 1 + 2 + 31 + 2 + 3

Slow Particles “Target Fragments”

Fast Particles “Beam Fragments”

“Clear”

(rapidity) gap 1

2

3 s12

s23

s13

Production Exchange Beam

Target

(17)

What do we know about Production?

What do we know about Production?

Exchanged Reggeons are pretty phenomenological – Exchanged Reggeons are pretty phenomenological –

mixtures of multiple poles and cuts – so exact status of a say

mixtures of multiple poles and cuts – so exact status of a say

Pomeron is not important – can use

Pomeron is not important – can use ααPomeronPomeron(0) ≈ 1.0 style fits (0) ≈ 1.0 style fits agreeing naturally with flat pp total cross section at

agreeing naturally with flat pp total cross section at

intermediate energies

intermediate energies

There are well understood difficulties with There are well understood difficulties with ππ exchange as a exchange as a

simple factorizable Regge pole (in case of helicity flip at top

simple factorizable Regge pole (in case of helicity flip at top

vertex) but a simple phenomenological ansatz (use

vertex) but a simple phenomenological ansatz (use

conspirator) works well

conspirator) works well

So we know how to do exchanges and this will be more or So we know how to do exchanges and this will be more or

less accurate for overall beam momentum dependence,

less accurate for overall beam momentum dependence,

quark model structure of exchange, production t

quark model structure of exchange, production t

dependence and aspects of the exchanged Reggeon helicity

dependence and aspects of the exchanged Reggeon helicity

structure

(18)

Factorization Useful?

Factorization Useful?

In days gone by, we got essentially identical dynamics In days gone by, we got essentially identical dynamics

from

from π- p

π0 n ; π- p  π0 inclusive ; π- p  π0 plus

any neutral

So at least in cases where clear Reggeon exchange

involved, doesn’t really matter if “target vertex” reaction clean

1

2

3

Production Exchange

(19)



Conspiracy

Problems with double spin flip amplitudesProblems with double spin flip amplitudes

Interesting to compare with Interesting to compare with  production at target production at target

vertex as

vertex as  p p does not vanish at t=0 does not vanish at t=0

p n

  OK with helicity 0  but naïve

factorizable  exchange vanishes when  helicity 1 – not seen

experimentally

(20)

What’s the Problem Again?

What’s the Problem Again?

The understanding of exchange part is roughly right The understanding of exchange part is roughly right

and we will use a roughly right model in PWA

and we will use a roughly right model in PWA

But we are looking at non dominant effects in But we are looking at non dominant effects in

Beam Reggeon

Beam Reggeon

2 or 3 (or more) particles 2 or 3 (or more) particles

How can we sure that approximations do not affect our How can we sure that approximations do not affect our

partial wave analysis

partial wave analysis

Answer:Answer:

Exchange Beam

Target

Need to include all importantNeed to include all important

effects and evaluate uncertainties they cause?

Lets examine other approximations In the

(21)

Lessons from Duality I

Lessons from Duality I

t(u)-channel exchanges are “classically” the forces that t(u)-channel exchanges are “classically” the forces that

create the s-channel particles

create the s-channel particles

Thus it is not trivially “wrong” that same effect (e.g. Thus it is not trivially “wrong” that same effect (e.g.

diffractively produced a

diffractively produced a11) can be “explained from ) can be “explained from direct or cross channel point of view

direct or cross channel point of view

Veneziano model illustrates this in a fashion that is not Veneziano model illustrates this in a fashion that is not

quantitatively useful

quantitatively useful

t 1

2

3

4

u 1

2

4

3 s

is same as

(22)

Lessons from Duality II

Lessons from Duality II

It appears that It appears that ρρ ωω A A

2

2 f g N f g N ΔΔ … particles form Regge … particles form Regge

trajectories having party line characteristics

trajectories having party line characteristics

– Exchange degeneracy of mesons reflecting exotic channelsExchange degeneracy of mesons reflecting exotic channels – DaughtersDaughters

Presumably this extends to Presumably this extends to ππ B a B a

1

1 but I am not aware of but I am not aware of

strong evidence for this

strong evidence for this

– I don’t know significant evidence against this either I don’t know significant evidence against this either

Exchange Degenerate Exchange Degenerate α

ρ = αf = α(0) + α' t Veneziano formula for π- π+

π- π+ is

A(s,t) = Г(1-αρ(s)) Г (1-αρ(t)) /Г (1-αρ(s)-αρ(t))

 This has Regge poles in s and t channels, no poles in u

channel and residue proportional to α(0) + α' t at αρ(s)=1

(23)

Lessons from Duality III

Lessons from Duality III

Partial Wave Analyses of Partial Wave Analyses of ππ N elastic scattering N elastic scattering

suggested an important additive model of

suggested an important additive model of two two component duality

component duality

AAππ N Nππ N N(s,t,u) = A(s,t,u) = AParticle ReggeParticle Regge(s,t,u) + A(s,t,u) + APomeronPomeron(s,t,u)(s,t,u)

The classic nucleon resonances in the s channel sum to The classic nucleon resonances in the s channel sum to

an amplitude

an amplitude AAParticle ReggeParticle Regge(s,t,u)(s,t,u) corresponding to the corresponding to the classic meson Reggeons in t channel plus classic

classic meson Reggeons in t channel plus classic

nucleon Reggeons in u channel

nucleon Reggeons in u channel

The background in the s channel corresponds to an The background in the s channel corresponds to an

amplitude

amplitude AAPomeronPomeron(s,t,u)(s,t,u) corresponding to the Pomeron corresponding to the Pomeron in the t channel

in the t channel

– Pomeron component in meson scattering can be estimated from Pomeron component in meson scattering can be estimated from

(24)

Consequences of Duality

Consequences of Duality

One should see (non exotic) daughter mesons for all the One should see (non exotic) daughter mesons for all the

well known meson resonances

well known meson resonances

The Pomeron component in meson – meson scattering is The Pomeron component in meson – meson scattering is

comparatively small (compared to baryon case) and easy to

comparatively small (compared to baryon case) and easy to

estimate from factorization (or counting quarks)

estimate from factorization (or counting quarks)

There are of course many meson-meson scattering There are of course many meson-meson scattering

amplitudes where there is no Pomeron contribution and

amplitudes where there is no Pomeron contribution and

hence should not have ANY background

hence should not have ANY background

There are several interesting cases such as There are several interesting cases such as π- π+  π- π+

where there are NO exchanges as u channel has exotic quantum numbers

One surely will see such suppression as all dynamics will suppress transitions like π-π+

(25)

Finite Energy Sum Rules

Finite Energy Sum Rules

In In ππ N elastic scattering, duality worked well to low N elastic scattering, duality worked well to low

energies as shown by for example

energies as shown by for example

– Persistence of Regge zeros (such as Persistence of Regge zeros (such as ρρ exchange zero at t = - exchange zero at t = -0.6 Gev

0.6 Gev22) to low energies) to low energies

– Suppression of backward peaks corresponding to nucleon Suppression of backward peaks corresponding to nucleon

and not meson exchange)

and not meson exchange)

We need to convert sloppy S-matrix arguments into more We need to convert sloppy S-matrix arguments into more

precise constraints wherever possible

precise constraints wherever possible

Finite energy sum rules FESR of formFinite energy sum rules FESR of form

were successful in

were successful in ππ N scattering and should be also be N scattering and should be also be applicable in Beam (Reggeon) scattering

applicable in Beam (Reggeon) scattering

– A is the low energy amplitude from the partial wave A is the low energy amplitude from the partial wave

analysis

analysis

Cutoff

Threshold

(26)

Duality and PWA

Duality and PWA

FESR should work separately for Pomeron (background) FESR should work separately for Pomeron (background)

and classic Regge components and for fixed t and u.

and classic Regge components and for fixed t and u.

– At fixed u in At fixed u in π- π+π- π+ one has zero Regge contribution

In In ππ N elastic scattering one was able to use Regge exchange N elastic scattering one was able to use Regge exchange

contributions as an approximation to high partial waves

contributions as an approximation to high partial waves

This approach should be applicable to photon or meson This approach should be applicable to photon or meson

induced “top vertices” including reactions like

induced “top vertices” including reactions like

π- Pomeron π- π- π+ with internal π exchange

This phenomenology suggests a PWA model that is This phenomenology suggests a PWA model that is

combination of

combination of

– Regge Born with low partial waves removed and Regge Born with low partial waves removed and – Parameterized low partial wavesParameterized low partial waves

(27)

Using Two-component Duality

Using Two-component Duality

Strong Interactions are hard for PWA as there is Strong Interactions are hard for PWA as there is

No systematic approximation where one can write a model and No systematic approximation where one can write a model and

then improve it as necessary

then improve it as necessary

Many cases where effects are different but Many cases where effects are different but not additive not additive

Two component duality gives an attractive Born term although Two component duality gives an attractive Born term although

it is obviously not justified directly by theory.

it is obviously not justified directly by theory.

It is attractive as has a prescription to avoid “double-counting” It is attractive as has a prescription to avoid “double-counting” It might break down either because It might break down either because

– Intrinsic errors are too greatIntrinsic errors are too greatIt could in particular not work It could in particular not work

for vertices with either photon

for vertices with either photon

beams (unlikely) or with an

beams (unlikely) or with an

exchanged Pomeron

exchanged Pomeron

as one of the particles

as one of the particles Reggeon Exchange

1

2

(28)

Sources of Errors in PWA

Sources of Errors in PWA

We will need to study We will need to study final state interactionsfinal state interactions although these are although these are

partly included as

partly included as

Duality says direct (resonances) and exchange effects (forces) Duality says direct (resonances) and exchange effects (forces)

are the same not different dynamics

are the same not different dynamics

An effect being “final state interactions” does not mean it is or is An effect being “final state interactions” does not mean it is or is

not a resonance ….

not a resonance ….

One will be looking at 2 3 and higher particle final One will be looking at 2 3 and higher particle final

states at the top vertex and realistically one will need

states at the top vertex and realistically one will need

the “

the “Quasi 2-bodyQuasi 2-body” approximation to do a practical ” approximation to do a practical amplitude based partial wave analysis.

amplitude based partial wave analysis.

This sometimes can be done reliably and independently in This sometimes can be done reliably and independently in

different sub-channels

(29)

Quasi 2-body Approximation I

Quasi 2-body Approximation I

The “Quasi 2-body” approximation says that The “Quasi 2-body” approximation says that π

1- π2- π+

final state can be thought of as π1-  plusplus π

2-  and has and has

proven to be reliable

proven to be reliable at least when resonances are well at least when resonances are well established like the

established like the  which appears to have similar which appears to have similar dynamics to “real particles” like the

dynamics to “real particles” like the π

However there are subtle amplitude interference effects However there are subtle amplitude interference effects

required by duality

required by duality

π3+

Reggeon Exchange

Beam

π2

1

(30)

Quasi 2-body Approximation II

Quasi 2-body Approximation II

The  and ε and ε must interfere coherently must interfere coherently

to suppress double charge exchange to suppress double charge exchange

x- to π+

m2 12 m2 23 m2 13 Dalitz Plot π1- π

2- π3+

 + + εε

 + + εε

π1

2

-x4

3+

 + + εε

s13= 0

t23= 0

u14= 0

x4- π

2+π1- π3+

t = 0 u = 0

pure 

 + + εε

(31)

Duality and Finite State Interactions

Duality and Finite State Interactions

Returning to Returning to π- π- π+ final statewe see that final state interactions are perhaps already included in quasi two body model and so should NOT be added

Not totally clear as Pomeron component in t

23 channel is not included in duality (it corresponds to “background in s13 which we try not to include)

 Unitarity (final state interactions) rigorously give a discontinuity across a t

23 cut but not so clear this is very usefulπ

1

2

-x4

3+

+ + εε

This final state interaction “generates” the Reggeons in the t23 channel and we include these in  + + εε

ansatz in

(32)

Quasi 2-body Approximation III

Quasi 2-body Approximation III

 Spin 0 ε is daughter trajectory to  and required by duality in π

-π+ scattering as no u-channel exchanges

 The situation is not helped by the unclear status of π π S-wave

scattering. In a Regge model one has in S wave

– Background dual to Pomeron exchange and

– ε dual to f and  exchange in t channel

 I don’t know how well these effects have been studied but it

could be important to study such ε  interference in the quasi 2-body reaction in final states such as

– π- p  π- π- π+ p, π- p  π- π+ n where there might be enough

data to get model independent results

 Such analyses should try to use π- π+  π- π+ finite energy sum

(33)

08/13/20 pwamay03

Direct Channel Constraints

Direct Channel Constraints

Impose unitarity in s for Impose unitarity in s for

2 particle PWA

2 particle PWA

s s123 1 2 3 s12 s23 s13

Impose unitarity in Impose unitarity in ss

12

12

s

s1313 s s2323 for 3 particle for 3 particle PWA

PWA

This is “final state This is “final state

interactions”

interactions”

Unitarity in Unitarity in ss

123

123 not not

usually a strong

usually a strong

constraint

constraint

(34)

Backgrounds I

Backgrounds I

Many Backgrounds such as “false peripheral signal” Many Backgrounds such as “false peripheral signal”

Internal Exchanges

1

2

3

Another

Exchange Of course if “Another Exchange”

(35)

08/13/20 pwamay03

Multiperipheral Diagrams

Multiperipheral Diagrams

As in Deck modelAs in Deck model

1

2

3

Another Exchange

Production Exchange

π π

π π

π

p p

Pomeron etc.

(36)

Backgrounds II

Backgrounds II

Rescattering in lots of channelsRescattering in lots of channels

Internal Exchanges

1

2

3

Production Exchange

This one is some sort of Regge cut but not in “full s channel”

(37)

Some lessons I

Some lessons I

All confusing effects existAll confusing effects exist and no fundamental (correct) way to and no fundamental (correct) way to

remove. So one should:

remove. So one should:

– Minimize effect of the hard (insoluble) problems such as Minimize effect of the hard (insoluble) problems such as

“particles from wrong vertex”, “unestimatable exchange effects”

“particles from wrong vertex”, “unestimatable exchange effects”

sensitive to slope of unclear Regge trajectories, absorption etc.

sensitive to slope of unclear Regge trajectories, absorption etc.

Note many of effects (exchanges) are intrinsically MORE Note many of effects (exchanges) are intrinsically MORE

important in multiparticle case

important in multiparticle case than in relatively well than in relatively well

studied

studied π N π N

Try to Try to estimate impactestimate impact of uncertainties from each effect on of uncertainties from each effect on

results

results

– Need systematic very high statistic studies of relatively clean Need systematic very high statistic studies of relatively clean

cases where spectroscopy may not be most interesting issue but

cases where spectroscopy may not be most interesting issue but

one can examine uncertainties

one can examine uncertainties

Possibilities are Possibilities are AA11 A A22 A A33 B B11peripherally produced and even peripherally produced and even π N

(38)

Some lessons II

Some lessons II

Theory failed to provide convincing parameterizable Theory failed to provide convincing parameterizable

amplitudes one could use to fit/explain data

amplitudes one could use to fit/explain data

Theory provided some quantitative constraints (Theory provided some quantitative constraints (ππ pole, pole,

unitarity, kinematics, …), many qualitative truths

unitarity, kinematics, …), many qualitative truths

(two-component duality) which overlap and whose

(two-component duality) which overlap and whose

effect can be estimated with errors from 10 to 100%

effect can be estimated with errors from 10 to 100%

32 years ago, Rip van Winkle dozed off as not clear 32 years ago, Rip van Winkle dozed off as not clear

how to make progress

how to make progress

Now we must take a factor of 100 or so more data to Now we must take a factor of 100 or so more data to

tackle problem phenomenologically

tackle problem phenomenologically

First step is to clarify and test techniqueFirst step is to clarify and test technique

(39)

Effects to Include I

Effects to Include I

We need to develop reasonable Regge phenomenology for We need to develop reasonable Regge phenomenology for

production amplitudes

production amplitudes

– I used to do continuously (see I used to do continuously (see VENI, VIDI, VICI REGGE THEORY VENI, VIDI, VICI REGGE THEORY 1969)

1969) but better but better

– Irving, A. C.; Worden, R. P. (1977). "Regge phenomenology". Phys.

Rep. 34 (3): 117–231 (Worden was my student)

Identifying reliably quantum Identifying reliably quantum

numbers (including naturality)

numbers (including naturality)

of exchanged particles

of exchanged particles

will be essential if we want to

will be essential if we want to

make reliable PWA models

make reliable PWA models

We do not expect previous fits We do not expect previous fits

to give quantitative predictions

to give quantitative predictions

in many cases but good start

in many cases but good start

Exchange Beam

(40)

Effects to Include II

Effects to Include II

Ignore Regge cutsIgnore Regge cuts

Spin Formalism:Spin Formalism: Must use Must use

– Amplitude ParameterizationAmplitude Parameterization – polarization needed with – polarization needed with photon beams to determine the different amplitudes with

photon beams to determine the different amplitudes with

different photon helicities

different photon helicities

– With some checks using a With some checks using a Density Matrix FormalismDensity Matrix Formalism – – but this can’t cope with explicit contributions, analyticity

but this can’t cope with explicit contributions, analyticity

etc. Only likely to show clearly “blatant” effects.

etc. Only likely to show clearly “blatant” effects. – TransversityTransversity versus versus helicityhelicity formalism needs to be formalism needs to be

investigated – trade-off of analyticity versus selection

investigated – trade-off of analyticity versus selection

rules

(41)

Effects to Include III

Effects to Include III

Regge exchange contributions in top vertex:Regge exchange contributions in top vertex: Identify all Identify all

allowed (by normal Regge phenomenology) exchanges

allowed (by normal Regge phenomenology) exchanges

and catalog where expected to be large due to coupling

and catalog where expected to be large due to coupling

constants and/or values of

constants and/or values of (t,u)(t,u)

Use usual duality type arguments to identify related Use usual duality type arguments to identify related ss

13

13

t u

t u exchanges i.e. where you might expect the direct exchanges i.e. where you might expect the direct and crossed descriptions to be related

and crossed descriptions to be related

Develop models for exchange contributions using Develop models for exchange contributions using

simple phenomenological Regge theory

simple phenomenological Regge theory

– Determine parameter either by fitting higher mass data or Determine parameter either by fitting higher mass data or

iteratively through finite energy sum rules

iteratively through finite energy sum rules

– Identify all Identify all  exchange contributions and expect these to be exchange contributions and expect these to be reliable (with “conspirator) near t=0 but unreliable away from

reliable (with “conspirator) near t=0 but unreliable away from

there --

there --  as a Regge pole problematic as a Regge pole problematic

(42)

Effects to Include IV

Effects to Include IV

Dispersion RelationsDispersion Relations and other Analyticity and other Analyticity

– Check FESR’s and look for zerosCheck FESR’s and look for zeros

– Present data and fits in a way to display effect (e.g. fixed u cross Present data and fits in a way to display effect (e.g. fixed u cross

sections for reactions with no u channel exchanges) – check

sections for reactions with no u channel exchanges) – check

qualitatively reasonable

qualitatively reasonable

Coupled Multichannel analysisCoupled Multichannel analysis (at top vertex) is useful (at top vertex) is useful

and could reduce parameters and check results

and could reduce parameters and check results

– but will not be as powerful as in but will not be as powerful as in ππ N case as unitarity will rarely N case as unitarity will rarely be applicable in same fashion (as don’t have any elastic

be applicable in same fashion (as don’t have any elastic

amplitudes except for case of

(43)

Investigate Uncertainties

Investigate Uncertainties

There are several possible sources of errorThere are several possible sources of error

– Unitarity Unitarity (final state interactions)(final state interactions)

– Errors in the Errors in the two-component dualitytwo-component duality picture picture

Exotic particlesExotic particles are produced and are just different are produced and are just different

Photon beamsPhoton beams, , ππ exchange or some other “classic effect” not exchange or some other “classic effect” not

present in original

present in original ππNN analyses behaves unexpectedly analyses behaves unexpectedly

– Failure of Failure of quasi two bodyquasi two body approximation approximation

– Regge cuts cannot be ignoredRegge cuts cannot be ignored – Background from other channelsBackground from other channels

Develop testsDevelop tests for these in “easy” cases such as for these in “easy” cases such as   Scattering Scattering

(44)

Role of Modern Computing Technology

Role of Modern Computing Technology

Computing has gone through many changes since I left Computing has gone through many changes since I left

hadrons around 1980

hadrons around 1980

Parallel Computing, Internet, Grids, Clouds, GPU’s …. Parallel Computing, Internet, Grids, Clouds, GPU’s …. Maybe maximum likelihood (Maybe maximum likelihood (22) fits are a significant ) fits are a significant

computing component of PWA

computing component of PWA

MapReduce on Clouds (with GPU enhancement) is one MapReduce on Clouds (with GPU enhancement) is one

approach

approach

Maps are calculating fit components (and their Maps are calculating fit components (and their

derivatives)

derivatives)

Estimating new parameters is a reduction operationEstimating new parameters is a reduction operationIterative reduction if use derivativesIterative reduction if use derivatives

Go to Go to https://portal.futuregrid.org/ and develop and develop

prototype

(45)

References

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