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This project involves investigating hyperon polarization systematics, using the Quark-Quark Scattering Model to analyze data. It aims to compare proton and Lambda scattering, study predictions from a simple model, and scale momentum data for analysis. The results show trends in polarization with increasing beam energy, but further data comparison is needed. Additionally, the project involves analyzing the Sb+ decay channel for ATLAS studies to distinguish primary Lb production from decay products for accurate polarization studies.
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Investigation of Hyperon Polarization and Analysis of S+b Decay Channel in ATLAS August 11, 2005 Sarah Lumpkins (University of Oklahoma) Advisors: Dr. Eduard De La Cruz Burelo Dr. Homer Neal (University of Michigan)
Project 1: Investigation of Hyperon Polarization Systematics • Outline • Motivation for polarization studies • Quark-Quark scattering model • Momentum scaling of proton and L polarization data • Hyperon production systematics
Motivation for PolarizationStudies • Data has existed for ~30 years • Presently, no theoretical model can account for all data • Studies this summer are focused on L hyperons – Unexpected high polarization! - Unexplained plateau in data after pt > 1 GeV/c Inclusive L0 production – linear relationship with polarization up to ~1 GeV/c and then plateaus
Quark-Quark Scattering Model • Goal: Want to find a way to compare Proton & L Scattering: • PP->PP • PP-> L X • Find scaling factors such that: • PL = w Pp • PTL = k PTp Polarization in p-p elastic scattering as a function of transverse scattering momentum squared
Predictions From a Simple Model • In both p-p and L collisions, scattering occurs in discrete interactions of 1, 2, 3… quarks (Quark-Quark scattering model) • Polarization of final proton or L is sum of the polarization of each discrete interaction • Transverse momentum generated is the sum of the transverse momentum of each quark in the interaction • According to this model, the scaling parameters needed to compare proton and L scattering are: PL = 2 Pp PTL = 2/3 PTp
Momentum Scaling: Experimental y1=ax1+b • My task: find parameters that relate L0 and P-P data by: • Finding linear fits for both data sets • Extracting w and k values that fit L0 data onto PP data such that: y2=w*y1, x2=k*x1 Y = polarization x = transverse momentum P-P y2=cx2+d L0
Results of Calculations • Pt relation between L0 and P-P data is ~ same for different values of beam energy • Polarization parameter increases for increasing beam energy • A more accurate analysis would involve comparing P-P and L data at the same beam energies, so more data is needed
…Results Continued • Since there does not exist p-p and L data at comparable beam energies, scaling was done for: • P-P data at 300 GeV/c, L data at 400 GeV/c • ROOT fits gave w = 2.69 + 1.07, k = .711 + .32 • The L data was scaled and placed on top of the P-P data as shown: W(pol) = 2.69 K(pt) = .711 • P-P data appears to line up with L data • However, with the current data it is difficult to draw final conclusions due to the large errors • Red = P-P data • Blue = scaled L data
Hyperon Production Systematics • Project goal:conduct a more general survey of all existing hyperon polarization data and try to find commonalities between the data • Questions this survey will probe is: • Why the W-has essentially 0 polarization • Why the S particles are the only hyperons with positive polarization • Why the L data reaches a plateau after the first kinematic region
Hyperon Polarization Data P-P L0 S+ X- X0 W- S- S0
Project 2: Analysis of Sb+ Decay Channel For ATLAS Lb Studies • Motivation • Due to their large mass, Lb particles have not been produced in large enough amounts for polarization measurements to be made- • Mass of L0 (uds) = 1.116 GeV, Mass s-quark = .150 GeV • Mass of Lb (udb) = 5.624 GeV, Mass b-quark = 4.5 GeV • ATLAS should produce ~75,000 Lb’s – enough for polarization analysis!! • polarization data of Lb is important because: • It will increase data pool of hyperon polarization • Its comparison with L0 data can help determine whether quark mass is a factor in hyperon polarization • The first measurements of Sb+ properties will be measured in ATLAS
Goal of this Project • Determine the degree of background associated with Sb+ signal • It will be important to distinguish primary Lb production from Lb decay products for accurate polarization studies • Use PYTHIA to analyze one decay channel that produces unwanted Lb particles
My Contribution • Use PYTHIA to generate ~4000 Sb+ events • In the reactionP+P -> Sb+ + X, I edited an existing C++ file to store properties of X if X includes: • Final state particles (does not decay) • Charged particles • Includes: Kaons, protons, pions, muons, electrons • Use ROOT to analyze properties of these particles, including: • Pt • Angular distributions • Identify cuts to reduce background of Sb+ during reconstruction
Reconstruction of Sb+ • In ATLAS events generating Sb+, Lb signal will be reconstructed first • Need to combine Lb with p to look for Sb+ • Challenge: • With every Sb+, event, we have a “real” p and ~40 background p • How to choose the right p? • When plotting cosine of angle between real & “fake” p, we see that to choose the right p in a event, we have to look for this p amongst particles very close to the Lb(cosine > .97) Real Pions Background Pions Cos(angle) > ~.97
Background of Sb+ Signal • Apply cuts to reduce background of “fake” p in reconstructing Sb+ • Cos(angle) between Lb & p > .97 • Pt > 500 GeV/c • Pseudorapidity (h) < 2.7 • From plots, even without cuts, background under the signal will be small • This means ATLAS should see a clear Sb+ signal!!! S/N = 26 Cuts applied S/N = 27.8 No Cuts Background Background
Conclusions • Project 1 • Still need to look at hyperon properties to try and develop production models • Need more data for experimentally extracting momentum / polarization scale factors for P-P and L data • Project 2 • Should be a clear Sb+ signal in ATLAS • Further analysis needs to be done to find additional background in Sb+ signal associated with background in Lb reconstruction
Acknowledgements • My advisors • Dr. Eduard De La Cruz Burelo • Dr. Homer Neal • University of Michigan • Dr. Krisch • Jeremy Herr • Ford Motor Company • National Science Foundation • CERN