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SIMULATION & RECONSTRUCTION TOOLS OF ANTARES Linked to ORCA/PINGU J. Brunner

Simulation & Reconstruction Tools of ANTARES

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Simulation & Reconstruction Tools of ANTARES. Linked to ORCA/PINGU J. Brunner. Main stream. Calibrations. External input. Software scheme. Simulation. Reconstruction. Physics Generators Cosmic Ray Muons. CORSIKA 5 primary nuclei Several hadronic models - PowerPoint PPT Presentation

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Page 1: Simulation & Reconstruction Tools of ANTARES

SIMULATION & RECONSTRUCTION TOOLS OF

ANTARES

Linked to ORCA/PINGU

J. Brunner

Page 2: Simulation & Reconstruction Tools of ANTARES

Software scheme

Calibrations

Main stream

External input

Sim

ulat

ion

Rec

onst

ruct

ion

Page 3: Simulation & Reconstruction Tools of ANTARES

Physics GeneratorsCosmic Ray Muons

CORSIKA

• 5 primary nuclei• Several hadronic models• Muon bundles at sea level stored• Muons with E>500 GeV propagated

through water to detector

Page 4: Simulation & Reconstruction Tools of ANTARES

Physics GeneratorsCosmic Ray Muons

MUPAGE

• No primary CR interactions• Muon bundles generated at detector

level• Parametrisation tuned on MACRO data• Advantage

• Faster than CORSIKA• Disadvantage

• Modify complex parametrisation

Page 5: Simulation & Reconstruction Tools of ANTARES

Physics GeneratorsCosmic Ray Muons

MUPAGE & CORSIKA

• Both can be used for ORCA straight away• No modifications / adjustments needed• PINGU : difficult to adjust MUPAGE

• First mass productions for ORCA already being performed with MUPAGE

Page 6: Simulation & Reconstruction Tools of ANTARES

Physics Generators Neutrino Interactions

Challenge

Shifted energy region of interest

ANTARES : 50 GeV – 1 PeVORCA : 1 GeV – 50 GeV

Page 7: Simulation & Reconstruction Tools of ANTARES

IceCube

Energy range of neutrino experiments

ANTARESDeepCore

Page 8: Simulation & Reconstruction Tools of ANTARES

IceCube

Energy range of neutrino experiments

ANTARESDeepCore

Unexplored region in atmospheric neutrinos

Page 9: Simulation & Reconstruction Tools of ANTARES

Contribution of different channels to total cross section Three main contribution

Quasi-elastic Resonant Deep inelastic

All three important in energy range 1-50 GeV

DISRES

QE

ANTARES toolGenNeu/GenHenhas all three incorporated

Page 10: Simulation & Reconstruction Tools of ANTARES

Nuclear re-interations 89% of ANTARES neutrino interactions not at

free nucleons but at Oxygen nuclei Nuclear re-interactions important at low

energies Implemented in GENIE Currently being tested for ORCA/PINGU

Page 11: Simulation & Reconstruction Tools of ANTARES

GENIE simulation steps

Page 12: Simulation & Reconstruction Tools of ANTARES

Interface: Geometry Significant increase in number of channels More than one PMT per optical module Modification of interfaces needed (mostly done)

Page 13: Simulation & Reconstruction Tools of ANTARES

Interface: Can definitionCherenkov light generation only inside Can which surrounds theInstrumented volume (about 3 absorption lengths)

Neutrino interactions which produce muon (E>20GeV) in Can volume

Page 14: Simulation & Reconstruction Tools of ANTARES

Interface: Can definition

Modifications for ORCA

Instrumented volume is smaller and denserEvents are more compact

Reduce can size accordingly150-200m is too muchWaste of computing time

Optimisation ongoing

Page 15: Simulation & Reconstruction Tools of ANTARES

Tracking & Cherenkov Light

ANTARES conceptFocused on µ and CR-muons

Muons are handled by KM3Light diffusion included

All other particles : GEANT 3Cherenkov light cone calculated

analytically for each tracking stepNo light diffusion

Page 16: Simulation & Reconstruction Tools of ANTARES

Tracking & Cherenkov light

First step: scattering tables are createdTracking of e/m showers (1-100 GeV) &1m muon track piecesTracking of individual Cherenkov photons with Geant 3

Use of light scattering & absorptionstorage of photon parameters whenpassing spherical shells (2m-160m)(r,q,qg,fg,t,l)

Temporary tables, very big,rough binning

Page 17: Simulation & Reconstruction Tools of ANTARES

Tracking & Cherenkov light

Second step: Folding with PMT parametersWave length integration

(r,q,qpm,fpm,t,Prob)One set of tables per PMT & water model

Independent of detector geometryand Physics input

Tracking of muons (MUSIC)Through water volume(including bremsstrahlung etc)Hits in free detector geometry

Third step:

Page 18: Simulation & Reconstruction Tools of ANTARES

Tracking & Cherenkov lightWhat about hadronic showers at neutrino vertex ?

Problem of hadronic models in TeV/PeV rangeWhat about e , t interactions ?

Cherenkov light from e/m showersAngular distribution ofCherenkov photons andTime residuals more ‘fuzzy’than for muons

Light Scattering less important

Treatment with GeantNo scattering, but attenuationE/m showers parametrized toSave CPU time t tracking ? Modification of muon propagation codework just started

Page 19: Simulation & Reconstruction Tools of ANTARES

Challenges ORCA/PINGU

Both muon and shower at neutrino vertex important for µ

All neutrino flavours needs to be treated equally well

Distance between detector elements smaller than typical binning in km3 tables

Page 20: Simulation & Reconstruction Tools of ANTARES

Possible Remedy Do nothing, use ANTARES scheme

Used in current “early” ORCA simulations

Ok for first steps of feasibility studies Ignore light diffusion

All particles treated in GeantAnalytical Cherenkov Light Cones per

step Modify km3

Adapt to be used with all particlesBinning adjusted to ORCA geometry

Page 21: Simulation & Reconstruction Tools of ANTARES

Possible Remedy Do nothing, use ANTARES scheme

Used in current “early” ORCA simulations

Ok for first steps of feasibility studies Ignore light diffusion

All particles treated in GeantAnalytical Cherenkov Light Cones per

step Modify km3

Adapt to be used with all particlesBinning adjusted to ORCA geometry

Effect of approximation to be evaluated

Effect of approximation to be evaluated

Significant software work

Page 22: Simulation & Reconstruction Tools of ANTARES

IceCube simulation with PPC on GPUs

Dmitry Chirkin, UW Madison

photon propagation codegraphics processing unit

Page 23: Simulation & Reconstruction Tools of ANTARES

PPC simulation on GPUgraphics processing unit

execution threads

propagation steps(between scatterings)

photon absorbed

new photon created(taken from the pool)

threads completetheir execution(no more photons)

Running on an NVidia GTX 295 CUDA-capable card,ppc is configured with:

448 threads in 30 blocks (total of 13440 threads)average of ~ 1024 photons per thread (total of 1.38 . 107 photons per call)

Speed gain ~ 100 w.r.t. CPU

Page 24: Simulation & Reconstruction Tools of ANTARES

ReconstructionThe REAL challenge

What do we want to measure ?

Page 25: Simulation & Reconstruction Tools of ANTARES

ReconstructionWhat do we have ?

Zenith Angle resolution of MUON 0.8˚ MUON Energy resolution from range

~50%

Page 26: Simulation & Reconstruction Tools of ANTARES

ReconstructionWhat do we need ?

Challenges Resolution in neutrino energy

and zenith angle Background rejection (veto ?) Flavour tagging

Perfect knowledge of Neutrino parameters : 15

~3000 events per year

E = 1 GeVZenith from muon : 3

Systematic effects Energy dependent detector

acceptance Knowledge of resolution Earth model Oscillation parameter

uncertainties

“data”normalinverted

Page 27: Simulation & Reconstruction Tools of ANTARES

ReconstructionSome Ideas

Select events with little hadronic activity Enhances Antineutrino sample Enhances QE and RES contributions Muon close to Neutrino kinematics

Page 28: Simulation & Reconstruction Tools of ANTARES

ReconstructionSome Ideas

Use Veto to improve muon range determination tradeoff between efficiency and resolution

No light

No light

Page 29: Simulation & Reconstruction Tools of ANTARES

ReconstructionTraditional

(Infinite) Track 5 parameters (x,y,z) at t0 and (q,φ)

Point-like shower 4 parameters (x,y,z,t) or 6 : (q,φ)

Page 30: Simulation & Reconstruction Tools of ANTARES

ReconstructionHybrid (PINGU)

Track + Shower 8 parameters (x,y,z,t) with length l and (q,φ)

and Esh

Track + directed shower 10 all above + shower direction E(q,φ)

Page 31: Simulation & Reconstruction Tools of ANTARES

Conclusion

Full simulation & reconstruction chain of Antares available for ORCA (PINGU)

Modifications in simulations planned Challenges in Event Reconstruction

Large effort to prove feasibility of mass hierarchy measurement with neutrino telescopes just started