Dark Matter Searches at ATLAS Dan Tovey University of Sheffield Dan Tovey 1 PPC07, May 2007 ATLAS Length: ~45 m Radius: ~12 m Weight: ~7000 tons Dan Tovey 2 PPC07, May 2007 Dan Tovey 3 PPC07, May 2007 First Astroparticle Data… First cosmic muons observed by ATLAS in the underground cavern on June 20th 2005 (recorded by hadron Tilecal calorimeter) Dan Tovey Tower energies: ~ 2.5 GeV 4 PPC07, May 2007 Event Rates Main asset of LHC: huge event statistics thanks to high s and L Allows precision measurements/tests of SM Searches for new particles with unprecedented precision. • • • Process Events/s Events per year Total statistics collected at previous machines by 2008 W e 15 108 104 LEP / 107 Tevatron Z ee 1.5 107 107 LEP tt 1 107 104 Tevatron bb 106 1012 – 1013 109 Belle/BaBar? H m=130 GeV 0.02 105 ? ~g ~ m= 1 TeV g 0.001 104 --- Black holes m > 3 TeV (MD=3 TeV, n=4) 0.0001 103 --- L = 1033 cm-2 s-1 Dan Tovey 5 PPC07, May 2007 Dark Matter @ ATLAS • Characteristic signature for Dark Matter production at ATLAS: Missing Transverse Energy (‘MET’) • Valid for any DM candidate (not just SUSY) • Observation of MET signal necessary but not sufficient to prove DM signal (DM particle could decay outside detector) Conclusive proof of both existence and identity of DM by combining LHC data with astroparticle data Dan Tovey ~0 c 1 MET ~ c 01 6 PPC07, May 2007 • Measurements at ATLAS complementary to direct and indirect astroparticle searches / measurements scpsi (cm2) – Uncorrelated systematics – Measures different parameters No. MC Experiments Complementarity EDELWEISS DAMA CDMS-II CRESST-II ZEPLIN-2 scpsi GENIUS mc Provides strongest possible test of Dark Matter model DM particle mass mc (GeV) Dan Tovey log10 (scpsi / 1pb) – Fit SUSY model parameters to ATLAS measurements – Use to calculate DM parameters Wch2, mc, scpsi etc. XENON ZEPLIN-MAX scpsi • Aim to test compatibility of e.g. SUSY signal with DM hypothesis (data from astroparticle experiments) ZEPLIN-4 EDELWEISS 2 Wc h2 Wch2 CDMS ZEPLIN-I Polesello et al JHEP 0405 (2004) 071 7 PPC07, May 2007 SUSY DM Strategy SUSY Dark Matter studies at ATLAS will proceed in four stages: 1) SUSY Discovery phase 2) Inclusive Studies (measurement of SUSY Mass Scale, comparison of significance in inclusive channels). 3) Exclusive studies and interpretation within specific model framework (e.g. Constrained MSSM / mSUGRA) – Specific model needed to calculate e.g. relic density g general SUSY studies will be less model dependent. 4) Less model-dependent interpretation – Relax model-dependent assumptions Dan Tovey 8 PPC07, May 2007 Stage 1: SUSY Discovery Dan Tovey 9 PPC07, May 2007 SUSY Signatures • Q: What do we expect SUSY events @ LHC to look like? • A: Look at typical decay chain: p p ~ g q ~ q ~ c0 2 q ~ c0 1 ~ l l l • Strongly interacting sparticles (squarks, gluinos) dominate production. • Heavier than sleptons, gauginos etc. g cascade decays to LSP. • Long decay chains and large mass differences between SUSY states – Many high pT objects observed (leptons, jets, b-jets). • If R-Parity conserved LSP (lightest neutralino in mSUGRA) stable and sparticles pair produced. – Large ETmiss signature (c.f. Wgl). • Closest equivalent SM signature tgWb. Dan Tovey 10 PPC07, May 2007 Inclusive Searches • • • • Use 'golden' Jets + n leptons + ETmiss discovery channel. Map statistical discovery reach in mSUGRA m0-m1/2 parameter space. Sensitivity only weakly dependent on A0, tan(b) and sign(m). Syst.+ stat. reach harder to assess: focus of current & future work. 5s 5s ATLAS Dan Tovey ATLAS 11 PPC07, May 2007 Background Systematics • Z g + n jets, W g l + n jets, W g t + (n-1) jets (t fakes jet) • Estimate from Z g l+l- + n jets (e or m) • Tag leptonic Z and use to validate MC / estimate ETmiss from pT(Z) & pT(l) • Alternatively tag W g l + n jets and replace lepton with (0l): (Zll) ATLAS Preliminary – higher stats – biased by presence of SUSY ATLAS (Wl) Preliminary Dan Tovey 12 PPC07, May 2007 Stage 2: Inclusive Studies Dan Tovey 13 PPC07, May 2007 Inclusive Studies • Following any discovery of SUSY next task will be to test broad features of potential Dark Matter candidate. • Question 1: Is R-Parity Conserved? – If YES possible DM candidate – LHC experiments sensitive only to LSP lifetimes < 1 ms (<< tU ~ 13.7 Gyr) ~ Non-pointing ~ ~ photons from c01gGg R-Parity Conserved R-Parity Violated ATLAS • Question 2: Is the LSP the lightest neutralino? – Natural in many MSSM models – If YES then test for consistency with astrophysics – If NO then what is it? – e.g. Light Gravitino DM from GMSB models (not considered here) GMSB Point 1b (Physics TDR) ATLAS Dan Tovey LHC Point 5 (Physics TDR) 14 PPC07, May 2007 Measuring Parameters • First indication of mSUGRA parameters from inclusive channels – Compare significance in jets + ETmiss + n leptons channels ATLAS • Detailed measurements from exclusive channels when accessible. • Consider here two specific example points studied previously: Point LHC Point 5 SPS1a m0 m1/2 A0 100 300 300 100 250 -100 Sparticle Mass (LHC Point 5) ~ qL ~690 GeV ~ c02 233 GeV ~ lR 157 GeV ~ c01 122 GeV Dan Tovey tan(b) sign(m) 2 +1 10 +1 Mass (SPS1a) ~530 GeV 177 GeV 143 GeV 96 GeV 15 LHC Point 5 (A0 =300 GeV, tan(b)=2, m>0) Point SPS1a (A0 =-100 GeV, tan(b)=10, m>0) PPC07, May 2007 Stage 3: Exclusive studies and interpretation within specific model framework Dan Tovey 16 PPC07, May 2007 Exclusive Studies • With more data will attempt to measure weak scale SUSY parameters (masses etc.) using exclusive channels. • Different philosophy to TeV Run II (better S/B, longer decay chains) g aim to use model-independent measures. p p ~ q ~g q ~ c0 2 q ~ lR l ~ c0 1 l • Two neutral LSPs escape from each event – Impossible to measure mass of each sparticle using one channel alone • Use kinematic end-points to measure combinations of masses. • Old technique used many times before ( mass from b decay spectrum, W (transverse) mass in Wgl). • Difference here is we don't know mass of neutral final state particles. Dan Tovey 17 PPC07, May 2007 Dilepton Edge Measurements • When kinematically accessible ~ c02 can undergo sequential two-body decay to ~ c01 via a right-slepton (e.g. LHC Point 5). • Results in sharp OS SF dilepton invariant mass edge sensitive to combination of masses of sparticles. • Can perform SM & SUSY background subtraction using OF distribution c~02 l e+e- c~01 l e+e- + m+m- e+m- - m+e- m+m- + Point 5 ATLAS ~ l 30 fb-1 atlfast Physics TDR •m0 = 100 GeV •m1/2 = 300 GeV •A0 = -300 GeV •tan(b) = 6 •sgn(m) = +1 ATLAS 5 fb-1 SU3 e+e- + m+m- - e+m- - m+e- • Position of edge measured with precision ~ 0.5% (30 fb-1). Dan Tovey 18 PPC07, May 2007 Measurements With Squarks • • • • Dilepton edge starting point for reconstruction of decay chain. Make invariant mass combinations of leptons and jets. Gives multiple constraints on combinations of four masses. Sensitivity to individual sparticle masses. ~ qL ~ q c0 2 ATLAS Dan Tovey l ~ l l ~ qL ~ c0 1 ~ q c0 2 llq threshold lq edge 1% error (100 fb-1) 1% error (100 fb-1) TDR, Point 5 ATLAS h b llq edge TDR, Point 5 2% error (100 fb-1) TDR, Point 5 ATLAS 19 ~ c0 1 b bbq edge 1% error (100 fb-1) TDR, Point 5 ATLAS PPC07, May 2007 ‘Model-Independent’ Masses • Combine measurements from edges from different jet/lepton combinations to obtain ‘modelindependent’ mass measurements. ~ c0 ATLAS Mass (GeV) ~c0 2 ATLAS LHCC Point 5 ~ lR 1 Mass (GeV) ATLAS Mass (GeV) ~ q L ATLAS Mass (GeV) Sparticle Expected precision (100 fb-1) ~ qL 3% ~ c02 6% ~ lR 9% ~ c01 12% Dan Tovey 20 PPC07, May 2007 Measuring Model Parameters • Alternative use for SUSY observables (invariant mass end-points, thresholds etc.). • Here assume mSUGRA/CMSSM model and perform global fit of model parameters to observables – So far mostly private codes but e.g. SFITTER, FITTINO now on the market; – c.f. global EW fits at LEP, ZFITTER, TOPAZ0 etc. Point LHC Point 5 SPS1a Parameter m0 m1/2 tan(b) A0 Dan Tovey m0 m1/2 A0 100 300 300 100 250 -100 tan(b) sign(m) 2 +1 10 +1 Expected precision (300 fb-1) 2% 0.6% 9% 16% 21 PPC07, May 2007 Dark Matter Parameters • Can use parameter measurements for many purposes, e.g. estimate LSP Dark Matter properties (e.g. for 300 fb-1, SPS1a) – Wch2 = 0.1921 0.0053 – log10(scp/pb) = -8.17 0.04 Micromegas 1.1 (Belanger et al.) + ISASUGRA 7.69 Wc h2 300 fb-1 ATLAS Dan Tovey Baer et al. hep-ph/0305191 LHC Point 5: >5s error (300 fb-1) SPS1a: >5s error (300 fb-1) scp=10-11 pb DarkSUSY 3.14.02 (Gondolo et al.) + ISASUGRA 7.69 scp=10-10 pb scp scp=10-9 pb 300 fb-1 LEP 2 No REWSB ATLAS 22 PPC07, May 2007 Target Models • SUSY (e.g. mSUGRA) parameter space strongly constrained by cosmology (e.g. WMAP satellite) data. mSUGRA A0=0, tan(b) = 10, m>0 'Focus point' region: ~ significant h component to LSP enhances annihilation to gauge bosons 'Bulk' region: tchannel slepton exchange - LSP mostly Bino. 'Bread and Butter' region for LHC Expts. Dan Tovey Ellis et al. hep-ph/0303043 Disfavoured by BR (b sg) = (3.2 0.5) 10-4 (CLEO, BELLE) c~01 c~01 ~0 c 1 l ~ lR t~1 t t~1 g/Z/h Slepton Coannihilation region: LSP ~ pure Bino. Small slepton-LSP mass difference makes measurements difficult. l Also 'rapid annihilation funnel' at Higgs pole at 0.094 W c h2 0.129 (WMAP) high tan(b), stop co-annihilation region at large A0 23 PPC07, May 2007 Coannihilation Signatures • Small slepton-neutralino mass difference gives soft leptons 100 fb-1 – Low electron/muon/tau energy thresholds crucial. ATLAS • Study point chosen within region: – m0=70 GeV; m1/2=350 GeV; A0=0; tanß=10 ; μ>0; Preliminary ~ ~ • Decays of c~02 to both lL and lR kinematically allowed. – Double dilepton invariant mass edge structure; – Edges expected at 57 / 101 GeV 100 fb-1 • Stau channels enhanced (tanb) – Soft tau signatures; – Edge expected at 79 GeV; – Less clear due to poor tau visible energy resolution. Dan Tovey • ETmiss>300 GeV • 2 OSSF leptons PT>10 GeV • >1 jet with PT>150 GeV • OSSF-OSOF subtraction applied Preliminary 24 ATLAS • ETmiss>300 GeV • 1 tau PT>40 GeV;1 tau PT<25 GeV • >1 jet with PT>100 GeV • SS tau subtraction PPC07, May 2007 Focus Point Signatures • Large m0 sfermions are heavy • Most useful signatures from heavy neutralino decay • Study point chosen within focus point region : – m0=3550 GeV; m1/2=300 GeV; A0=0; tanß=10 ; μ>0 ~0 → c ~0 ll • Direct three-body decays c n 1 ~0 )-m(c ~ 0 ) : flavour subtraction applied • Edges give m(c n 1 ~0 → ~ ~ c01 ll c 02 → ~ c01 ll c 3 Z0 → ll M = mA+mB m = mA-mB ATLAS 300 fb-1 Preliminary Dan Tovey 25 Parameter Without cuts Exp. value M1 68±92 103.35 M2-M1 57.7±1.0 57.03 M3-M1 77.6±1.0 76.41 PPC07, May 2007 Stage 4: Less model-dependent interpretation Dan Tovey 26 PPC07, May 2007 Dark Matter in the MSSM • Can relax mSUGRA constraints to obtain more ‘model-independent’ relic density estimate. • Much harder – needs more measurements • Not sufficient to measure relevant (co-) annihilation channels – must exclude all irrelevant ones also … • Stau, higgs, stop masses/mixings important as well as gaugino/higgsino parameters Nojiri, Polesello & Tovey, JHEP 0603 (2006) 063 Wc σ(mtt)= 5 GeV Wch2 300 fb-1 σ(Wch2) vs σ(mtt) h2 σ(mtt)= 0.5 GeV 300 fb-1 SPA point Dan Tovey 27 PPC07, May 2007 Heavy Gaugino Measurements • Potentially possible to identify dilepton edges from decays of heavy gauginos. • Requires high stats. • Crucial input to reconstruction of MSSM neutralino mass matrix (independent of SUSY breaking scenario). ATLAS SPS1a ATLAS 100 fb-1 Dan Tovey ATLAS 100 fb-1 28 ATLAS 100 fb-1 SPS1a PPC07, May 2007 Summary • Following a (SUSY) discovery ATLAS will aim to test the (SUSY) Dark Matter hypothesis. • Conclusive result only possible in conjunction with astroparticle experiments (constraints on LSP life-time). • Estimation of relic density and direct / indirect DM detection cross-sections in model-dependent scenario will be first goal. • Less model-dependent measurements will follow. • Ultimate goal: observation of neutralinos at LHC confirmed by observation of e.g. signal in (in)direct detection Dark Matter experiment at predicted mass and cross-section. This would be major triumph for both Particle Physics and Cosmology! Dan Tovey 29 PPC07, May 2007 BACK-UP SLIDES Dan Tovey 30 PPC07, May 2007 Supersymmetry • Supersymmetry (SUSY) fundamental continuous symmetry connecting fermions and bosons Qa|F> = |B>, Qa|B> = |F> • {Qa,Qb}=-2gmabpm: generators obey anticommutation relations with 4-mom – Connection to space-time symmetry • SUSY stabilises Higgs mass against loop corrections (gauge hierarchy/fine-tuning problem) LEPEWWG Winter 2006 mH<207 GeV (95%CL) – Leads to Higgs mass 135 GeV – Good agreement with LEP constraints from EW global fits • SUSY modifies running of SM gauge couplings ‘just enough’ to give Grand Unification at single scale. Dan Tovey 31 PPC07, May 2007 SUSY Spectrum • SUSY gives rise to partners of SM states with opposite spin-statistics but otherwise same Quantum Numbers. • Expect SUSY partners to have same masses as SM states – Not observed (despite best efforts!) – SUSY must be a broken symmetry at low energy • Higgs sector also expanded Dan Tovey h A H0 H± u d e e c s m t b t g Z W± ~ ~0 0 ~~0 + ~0~ ~ ~ 0 0 c H 1u cH2 d cH3 u c H4 d m ~ u ~ c ~ d ~ s ~ e ~ m ~ e ~ t ~ t ~ b ~ t ~ t g ~ ~~ ±~ ± ~ c cW g ± 1Z 2 ~ g G ~ G 32 m PPC07, May 2007 Model Framework • Minimal Supersymmetric Extension of the Standard Model (MSSM) contains > 105 free parameters, NMSSM etc. has more g difficult to map complete parameter space! • Assume specific well-motivated model framework in which generic signatures can be studied. • Often assume SUSY broken by gravitational interactions g mSUGRA/CMSSM framework : unified masses and couplings at the GUT scale g 5 free parameters LHCC (m0, m1/2, A0, tan(b), sgn(m)). mSUGRA • R-Parity assumed to be conserved. Points • Exclusive studies use benchmark 3 points in mSUGRA parameter space: • • • • LHCC Points 1-6; Post-LEP benchmarks (Battaglia et al.); Snowmass Points and Slopes (SPS); etc… Dan Tovey 33 5 1 2 4 PPC07, May 2007 SUSY & Dark Matter • R-Parity Rp = (-1)3B+2S+L • Conservation of Rp (motivated e.g. by string models) attractive mSUGRA A0=0, tan(b) = 10, m>0 Ellis et al. hep-ph/0303043 Disfavoured by BR Universe (b sg) =Over-Closed -4 (3.2 0.5) 10 (CLEO, BELLE) – e.g. protects proton from rapid decay via SUSY states • Causes Lightest SUSY Particle (LSP) to be absolutely stable • LSP neutral/weakly interacting to escape astroparticle bounds on anomalous heavy elements. • Naturally provides solution to dark matter problem • R-Parity violating models still possible not covered here. Dan Tovey c~01 c~01 ~0 c 1 l ~ lR t~1 t t~1 g/Z/h l 0.094 W c h2 0.129 (WMAP-1year) 34 PPC07, May 2007 Stop Mass • Look at edge in tb mass distribution. • Contains contributions from – – – ~ ~ tbc ~+ gtt 1 1 ~ ~+ ~ gbb 1btc 1 SUSY backgrounds mtbmax = (443.2 ± 7.4stat) GeV Expected = 459 GeV 120 fb-1 ATLAS • Measures weighted mean of end-points • Require m(jj) ~ m(W), m(jjb) ~ m(t) LHCC Pt 5 (tan(b)=10) mtbmax = (510.6 ± 5.4stat) GeV Expected = 543 GeV 120 fb-1 ATLAS LHCC Pt 5 (tan(b)=10) • Subtract sidebands from m(jj) distribution • Can use similar approach with ~ ~ gtt1ttc~0i – Di-top selection with sideband subtraction • Also use ‘standard’ bbll analyses (previous slide) Dan Tovey 35 PPC07, May 2007 Preparations for 1st Physics • Preparations needed to ensure efficient/reliable searches for/measurements of SUSY particles in timely manner: – – – – – Initial calibrations (energy scales, resolutions, efficiencies etc.); Minimisation of poorly estimated SM backgrounds; Estimation of remaining SM backgrounds; Development of useful tools. Definition of prescale (calibration) trigger strategy • Different situation to Run II (no previous s measurements at same s) • Will need convincing bckgrnd. estimate with little data as possible. • Background estimation techniques will change depending on integrated lumi. • Ditto optimum search channels & cuts. • Aim to use combination of – Fast-sim; – Full-sim; – Estimations from data. • Use comparison between different techniques to validate estimates and build confidence in (blind) analysis. Dan Tovey 36 PPC07, May 2007 Black Hole Signatures • In large ED (ADD) scenario, when impact parameter smaller than Schwartzschild radius Black Hole produced with potentially large x-sec (~100 pb). • Decays democratically through Black Body radiation of SM states – Boltzmann energy distribution. w/o pile-up Mp=1TeV, n=2, MBH = 6.1TeV ATLAS ATLAS w/o pile-up • Discovery potential (preliminary) – Mp < ~4 TeV < ~ 1 day – Mp < ~6 TeV < ~ 1 year • Studies continue … Dan Tovey 37 PPC07, May 2007 Dan Tovey 38 PPC07, May 2007 Dan Tovey 39 PPC07, May 2007 Sbottom/Gluino Mass • Following measurement of squark, slepton and neutralino masses move up decay chain and study alternative chains. • One possibility: require b-tagged jet in addition to dileptons. • Give sensitivity to sbottom mass (actually two peaks) and gluino mass. ~0 mass • Problem with large error on input c 1 remains g reconstruct difference of gluino and sbottom masses. ~ ~ • Allows separation of b1 and b2 with 300 fb-1. p p ~g ~ b b Dan Tovey ~0 c2 b ~ lR l ~ ~0 ) m(g)-0.99m(c 1 = (500.0 ± 6.4) GeV 300 fb-1 ATLAS SPS1a ~) ~ m(g)-m(b 1 = (103.3 ± 1.8) GeV ~ ~ m(g)-m(b 2) = (70.6 ± 2.6) GeV ATLAS 300 fb-1 ~0 c1 SPS1a l 40 PPC07, May 2007 RH Squark Mass • Right handed squarks difficult as rarely decay via ‘standard’ ~ c02 chain ~ gc ~0 q) > 99%. – Typically BR (q R 1 • Instead search for events with 2 hard jets and lots of ETmiss. • Reconstruct mass using ‘stransverse mass’ (Allanach et al.): mT22 = min c(1) c(2) miss [max{mT2(pTj(1),qTc(1);mc),mT2(pTj(2),qTc(2);mc)}] q +q =E ~ 0 • Needs c 1 mass measurement as input. • Also works for sleptons. T T T ~ c0 1 q ATLAS ATLAS 30 fb-1 30 fb-1 Right squark SPS1a ~ qR ATLAS 100 fb-1 SPS1a SPS1a Right squark Left slepton Precision ~ 3% Dan Tovey 41 PPC07, May 2007 Physics Strategy • December 2007(?): 900 GeV calibration run – commence tuning trigger menus / in situ calibration • Summer 2008: first 14 TeV physics run (L < 1032 cm-2 s-1, Lint ~ 1 fb-1) – commence tuning trigger menus / in situ calibration – First SM measurements: min bias, PDF constraints, Z / W / top / QCD • 2008/9: physics run (L ~ 2x1033 cm-2 s-1, Lint ~ 10 fb-1) – First B-physics measurements & rare decay searches (e.g. Bs→J/yf) – First searches: high mass dilepton / Z’, inclusive SUSY, Black Hole production, Higgs in ‘easier’ channels e.g. H→4l • 2009/10: physics run (L ~ 2x1033 cm-2 s-1, Lint = 10 fb-1/year) – First precision SM & B-physics measurements (systematics under control) – Improved searches sensitivity – Light Higgs searches (ttH, H→gg, VBF qqH(H→tt) etc.) • 2010/11: High luminosity running (L ~1034, Lint = 100 fb-1/year) – High precision measurements of New Physics (e.g. Higgs/SUSY/ED properties) Dan Tovey 42 PPC07, May 2007 Inclusive SUSY • First SUSY parameter to be measured may be mass scale: – Defined as weighted mean of masses of initial sparticles. • Calculate distribution of 'effective mass' variable defined as scalar sum of masses of all jets (or four hardest) and ETmiss: Meff=S|pTi| + ETmiss. • Distribution peaked at ~ twice SUSY mass scale for signal events. • Pseudo 'model-independent' measurement. • With PS typical measurement error (syst+stat) ~10% for mSUGRA models for 10 fb-1 , errors much greater with ME calculation an important lesson … Dan Tovey 43 Jets + ETmiss + 0 leptons ATLAS 10 fb-1 PPC07, May 2007 SUSY Spin Measurement • Q: How do we know that a SUSY signal is really due to SUSY? – Other models (e.g. UED) can mimic SUSY mass spectrum • A: Measure spin of new particles. • One possibility – use ‘standard’ two-body slepton decay chain – charge asymmetry of lq pairs measures spin of ~c02 – relies on valence quark contribution to pdf of proton (C asymmetry) – shape of dilepton invariant mass spectrum measures slepton spin Spin-0 Measure Angle A Spin-½ l l = l l Point 5 Point 5 ATLAS 150 fb -1 mlq spin-0=flat Polarise Spin-½, Spin-0 mostly wino Dan Tovey 150 fb -1 ATLAS Straight line distn (phase-space) Spin-½, mostly bino 44 PPC07, May 2007 Processing the Data 40 MHz Detectors COLLISION RATE Charge Time 16 Million channels 3 Gigacell buffers Pattern 100 kHz LEVEL-1 TRIGGER Energy Tracks 1 MegaByte EVENT DATA 1 Terabit/s 200 GigaByte BUFFERS (50000 DATA CHANNELS) 500 Readout memories EVENT BUILDER 500 Gigabit/s Networks 20 TeraIPS EVENT FILTER Gigabit/s SERVICE LAN Grid Computing Service PetaByte ARCHIVE 300 TeraIPS • Many events – ~109 events/experiment/year – ~3 MB/event raw data – several passes required Worldwide LHC computing requirement (2007): – 100 Million SPECint2000 (=20,000 of today’s fastest processors) – 12-14 PetaBytes of data per year (=100,000 of today’s highest capacity HDD). • Understand/interpret data via numerically intensive simulations – e.g. 1 event (ATLAS Monte Carlo Simulation) ~20 mins/3 MB • Use worldwide computing Grid to solve problem Dan Tovey 45 PPC07, May 2007 Event rate in ATLAS : N = L x s (pp) 109 interactions/s Mostly soft ( low pT ) events Interesting hard (high-pT ) events are rare Each accompanied by 20 soft events Also additional soft interactions (UE) ATLAS Dan Tovey 46 PPC07, May 2007 Background Estimation • Inclusive signature: jets + n leptons + ETmiss • Main backgrounds: – – – – Z + n jets W + n jets QCD ttbar Jets + ETmiss + 0 leptons ATLAS 10 fb-1 • Greatest discrimination power from ETmiss (R-Parity conserving models) • Generic approach to background estimation: – Select low ETmiss background calibration samples; – Extrapolate into high ETmiss signal region. • Used by CDF / D0 • Extrapolation is non-trivial. – Must find variables uncorrelated with ETmiss • Several approaches being developed. Dan Tovey 47 PPC07, May 2007