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Simulation of a Magnetised Scintillating Detector for the Neutrino Factory

This study aims to support existing simulation and analysis efforts by providing a full simulation and reconstruction of potential detectors for the Neutrino Factory. The focus is on optimizing the detector layout and studying the magnetic field effects. Progress has been made in code development, simulation production, and track reconstruction.

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Simulation of a Magnetised Scintillating Detector for the Neutrino Factory

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  1. Malcolm Ellis & Alan Bross Fermilab International Scoping Study Meeting KEK, 23 January 2006 Simulation of a Magnetised Scintillating Detector for the Neutrino Factory

  2. Long-term Goal • Support existing simulation and analysis efforts (Cervera et. al.) by providing momentum resolution, charge mis-identification, etc from a full simulation and reconstruction of potential detectors. • Allow for “credible” technological extrapolations • No cost or WBS consideration at the moment • Results can be parameterised and then used for fast simulations. • Aim to study optimum detector layout as a function of a few design parameters including module size, shape and magnetic field.

  3. Basic Detector Concept 7.5 mm 15.0 mm Considered Extremely Fined Grained

  4. Magnetic Field • Has not been investigated in any detail yet. • Considering two options: • Iron sheets in between scintillator layers. • Parameters to study are thickness of each sheet and ratio of scintillator to iron. • More work needed to understand how to accurately simulate the field and perform reasonable reconstruction. • Air toroid magnet surrounding detector. • ATLAS magnet is a starting point in terms of scale. • Simulating 0.15 T field to start. • Will study physics parameters (P resolution, charge ID, etc) as a function of magnetic field

  5. Procedure • Simple GEANT4 application built to create scintillator structure and track single particles through (muon or electron at the moment). • Normal physics processes are on. • Simple digitisation at the moment. Will need to decide what readout technologies to study in order to chose more appropriate values. • Reconstruction program using the RecPack package performs a Kalman fit of the reconstructed points from the crossing X/Y hits.

  6. Status • Past month spent in code development and testing. • Simulation now at a stage where they can be used for production of a high statistics sample for serious analysis. • Reconstruction still requires some work to fine tune track fit. • Need to define a list in order of priority of conditions to study and what results are required. • First list looks like: • Momentum resolution • Charge identification • Particle ID (dE/dx) • Two track separation • Jet angle and total energy resolution • Hadronic response • Neutron detection

  7. Muon 3 GeV/c

  8. Electron

  9. A First Look • Study muons in the range 100 MeV/c to 3 GeV/c (7.5k events) and 3 GeV/c to 50 GeV/c (2.5k events). • First pass looking at general track fit quality and momentum resolution in particular. • Pattern recognition is “perfect” (or cheating!) as I use Monte Carlo truth to select the hits that belonged to the primary track (100% purity and efficiency). • Once hits are selected, clustering, space point and track reconstruction proceed without the use of Monte Carlo truth information.

  10. Point Reconstruction • Digitisation assumes a most probable light yield of 20 PE for a muon traversing the full height of the triangle (7.5 mm). • Space point position determined as the PE weighted average of all slabs where the signal was above 1 PE. • Resolution improved from ~3.8 mm to ~1.3 mm.

  11. Point Resolution

  12. Number of Slabs in a Space Point

  13. Track Reconstruction • Kalman filter provided by the RecPack package. • Track fit includes multiple scattering and a simple dE/dx model. • dE/dx model still needs some work.

  14. Track Fit Quality

  15. Momentum Resolution

  16. Next Steps • Improve dE/dx model to remove pulls from track fit. • Study using range for muon momentum determination • Repeat study with electrons and look at use of dE/dx measurement along a track for particle ID. • Define list of design parameters and physics parameters to be studied. • Start productions for first proper result. • Consider looking at more complicated topologies and study the hadronic jet of neutrino interactions.

  17. Is this Detector Scenario Credible? • Technology is not really an Issue • COST IS • Assume a 25kT all scintillator detector with air-core magnet (B = 1-3 kG) • Of course the study will also include magnetized Fe • Much larger Fiducial mass • Or could add non-active target in air-core design • Scintillator (Solid or Liquid) – No R&D issues • Cost (solid) - $100M • Segmentation as shown here gives » 7 X 106ch • $10/ch is possible - $70M • Fiber Cost – Assume high QE PD and high yield scint. Use 0.4mm fiber • $0.16/m » $16M (Very important optimization – 1 mm fiber is 6X the cost!) • $100M for magnets + infrastructure, etc • Total is something less than $300M • Not an order of magnitude more than what is acceptable

  18. Moving Forward • It is clear that Magnetized Fe detectors are straightforward to build, robust and have low operating costs, - However: • Detailed and rigorous MC simulations will tell us whether or not this technology is worth pursuing for future experiments • Interest will be performance driven • Do the MC model detectors have a physics reach that is noteworthy? • If the answer to the above question is yes • The R&D path is relatively straightforward

  19. R&D Areas • Photo-detectors • Already good work progressing on SiPM, MRS, even VLPCs. • Need High QE and reasonable gain • Potential readout chips already exist (integration) • Scintillator • Technology in place for the most part • Co-extrusion of WLS fiber with scintillator • Adjust plastic density (Z) by adding heavy element • Optimization of Scint+WLS fiber + PD • Cost/(pe detected) • Magnets • Natural extrapolation from Atlas? • Assembly and integration • Mild extrapolation from existing detectors • But some significant cost savings with new engineering approaches in a number of areas

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