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Rivet analyses reference

ATLAS_2017_I1624693

Study of ordered hadron chains at 7 TeV
Experiment: ATLAS (LHC)
Inspire ID: 1624693
Status: VALIDATED
Authors:
  • Sharka Todorova-Nova
  • Christian Gutschow
References: Beams: p+ p+
Beam energies: (3500.0, 3500.0) GeV
Run details:
  • minimum bias, charged tracks with pT>100 MeV, |eta|<2.5

The analysis of the momentum difference between charged hadrons in high-energy proton-proton collisions is performed in order to study coherent particle production. The observed correlation pattern agrees with a model of a helical QCD string fragmenting into a chain of ground-state hadrons. A threshold momentum difference in the production of adjacent pairs of charged hadrons is observed, in agreement with model predictions. The presence of low-mass hadron chains also explains the emergence of charge-combination-dependent two-particle correlations commonly attributed to Bose-Einstein interference. The data sample consists of 190 $\mu\text{b}^{-1}$ of minimum-bias events collected with proton-proton collisions at a center-of-mass energy $\sqrt{s}$ = 7 TeV in the early low-luminosity data taking with the ATLAS detector at the LHC.

Source code: ATLAS_2017_I1624693.cc
  1// -*- C++ -*-
  2#include "Rivet/Analysis.hh"
  3#include "Rivet/Projections/FinalState.hh"
  4#include "Rivet/Projections/ChargedFinalState.hh"
  5
  6namespace Rivet {
  7
  8  /// @brief Study of ordered hadron chains at 7 TeV
  9  class ATLAS_2017_I1624693 : public Analysis {
 10  public:
 11
 12    /// Constructor
 13    RIVET_DEFAULT_ANALYSIS_CTOR(ATLAS_2017_I1624693);
 14
 15    /// @name Analysis methods
 16    /// @{
 17    struct usedX {
 18
 19      int locMin;
 20      int locMax;
 21      std::vector<std::pair<int,float> > chains;
 22
 23      // Constructor
 24      usedX(int min, int max, int ic, float mass) {
 25        locMin=min;
 26        locMax=max;
 27        chains.clear();
 28        chains.push_back(std::pair<int,float>(ic,mass));
 29      }
 30
 31      // Constructor
 32      usedX(int min, int max) {
 33        locMin=min;
 34        locMax=max;
 35        chains.clear();
 36      }
 37
 38      void add(int jc, float mass) {
 39
 40        if (chains.size()) {
 41          std::vector<std::pair<int,float> >::iterator it=chains.begin();
 42          while ( it!=chains.end() && mass>(*it).second )  ++it;
 43          chains.insert(it,std::pair<int,float>(jc,mass));
 44        }
 45        else {
 46          chains.push_back(std::pair<int,float>(jc,mass));
 47        }
 48      }
 49    };
 50
 51
 52    /// Book histograms and initialise projections before the run
 53    void init() {
 54
 55      /// @todo Initialise and register projections here
 56      ChargedFinalState cfs((Cuts::etaIn(-2.5, 2.5) && Cuts::pT >=  0.1*GeV));
 57      declare(cfs,"CFS");
 58
 59      // pion mass;
 60      pim = 0.1396;
 61
 62      /// @todo Book histograms here, e.g.:
 63      book(_DeltaQ , 1, 1, 1);
 64      book(_Delta3h, 2, 1, 1);
 65      book(_dalitz , 3, 1, 1);
 66
 67      // auxiliary
 68      book(_h_nch, "_nch", 200, -0.5, 199.5);
 69
 70    }
 71
 72
 73    /// Perform the per-event analysis
 74    void analyze(const Event& event) {
 75      //const double weight = event.weight();
 76      bool match =false;
 77
 78      /// @todo Do the event by event analysis here
 79      const ChargedFinalState& had = apply<ChargedFinalState>(event, "CFS");
 80      Particles hs=had.particles();
 81      int nch = hs.size();
 82
 83      if (nch < 3)  return;
 84
 85      _h_nch->fill(1.*nch,1.);
 86
 87      for (unsigned int i=0; i < hs.size() - 1; ++i) {
 88        for (unsigned int j=i+1; j < hs.size(); ++j) {
 89          double q12 = qq(hs[i],hs[j],match);
 90          if (match) _DeltaQ->fill(q12,-1.);
 91          else       _DeltaQ->fill(q12,1.);
 92        }
 93      }
 94
 95      // chain selection
 96
 97      std::vector<float> wchain;
 98      std::vector< std::vector<unsigned int> > rchains;
 99      std::vector< std::vector<float> > mchains;
100      wchain.clear();  rchains.clear();  mchains.clear();
101      for (unsigned int ip1 = 0; ip1< hs.size(); ++ip1 ) {
102        wchain.push_back(1.);
103        std::vector<unsigned int> cc(1,ip1);
104        std::vector<float> mc;
105
106        double qlmin=10000.; int ilmin=-1;
107        for (unsigned ip2 = 0; ip2 < hs.size(); ++ip2) {
108          if (ip2==ip1) continue;
109          double ql = qq(hs[ip1],hs[ip2],match);
110          if (!match) continue;    // looking for closest like-sign match
111          if (ql <qlmin) { qlmin=ql; ilmin=ip2;}
112        }
113        if (ilmin<0) {
114          wchain.back()=0.;
115          mc.push_back(-1.);
116        }
117        else {     // search for unlike-sign match
118          cc.push_back(ilmin);
119          mc.push_back(qlmin);
120          if (int(ip1)>ilmin && rchains[ilmin][1]==ip1) {
121            // std::cout <<"exclusive match:"<< std::endl;
122            wchain.back()=0.5; wchain[ilmin]=0.5;
123          }
124
125          double m3min=10000.; int ixmin=-1;
126          for (unsigned ip2 = 0; ip2< hs.size(); ++ip2) {
127            if (ip2==ip1 || int(ip2)==ilmin )  continue;
128            double qx = qq(hs[ip1],hs[ip2],match);
129            if (match)  continue;
130            double qxl = qq(hs[ip2],hs[ilmin],match);
131            double m3 = sqrt(9*pim*pim+qxl*qxl+qlmin*qlmin+qx*qx);
132            if (m3 <m3min) { m3min=m3; ixmin=ip2;}
133          }
134
135          if (ixmin<0) {
136            wchain.back()=0.;
137            mc.push_back(-1.);
138          }
139          else {
140            cc.push_back(ixmin);
141            mc.push_back(m3min);
142          }
143        }
144        rchains.push_back(cc);
145        mchains.push_back(mc);
146      }
147
148      // cleanup: association rate for like-sign pairs should not exceed 2
149      std::vector<float> assoc(hs.size(),0.);       // cache for association rate
150      std::vector<bool> accept(rchains.size(), false);
151      // loop over chains and accept lowest masses while watching the association rate
152      int inext = 0;
153      while ( inext>-1 ) {
154        inext = -1; float cMin = 100000.;
155        // find non-accepted chain with lowest Q_ls; dissolve chains if association count over 2
156        for (unsigned int ic=0; ic < rchains.size(); ++ic) {
157          if (rchains[ic].size() < 2)  continue;
158          if (accept[ic])  continue;
159          if (mchains[ic][0] < cMin) { cMin = mchains[ic][0]; inext=ic; }
160        }
161        if (inext>-1 ) {
162          unsigned int cloc0 = rchains[inext][0];
163          unsigned int cloc1 = rchains[inext][1];
164          if ( (assoc[cloc0] + 1. <= 2.)  &&  (assoc[cloc1] + 1. <= 2.) ) { // chain can be accepted
165            accept[inext]=true;
166            assoc[cloc0]+=1.;
167            assoc[cloc1]+=1.;
168            if (wchain[inext]==0.5) {  // accept the identical chain, too
169              for (unsigned int ic=0; ic<hs.size(); ++ic) {
170                if (rchains[ic][0] == cloc1 && rchains[ic][1] == cloc0) {
171                  accept[ic]=true;
172                  break;
173                }
174              }
175            }
176          }
177          else if ( assoc[cloc0]>1 ) { // association count filled up, discard chain
178            accept[inext]=true;
179            wchain[inext]=0.;
180          }
181          else {   // dissolve chain and find new association
182            unsigned int i1 = rchains[inext][0];
183            float mMn = 1000000.;
184            int ipn = -1;
185            for (unsigned int i2=0; i2<hs.size(); ++i2) {
186              if (i1 == i2)  continue;
187              double m = qq(hs[i1],hs[i2],match);
188              if (!match)  continue;
189              if (assoc[i2] > 1.)  continue;
190              if (m > 0. && m <mMn ) { mMn = m; ipn = i2;}
191            }
192            if (ipn >= 0) {
193              rchains[inext][1]=ipn;  mchains[inext][0]=mMn;
194              // resolve chain weight : by default, it is 1.
195              wchain[inext]=1.;
196              // check exclusivity of pairing
197              for (unsigned int ico=0; ico<hs.size(); ++ico) {
198                if (int(rchains[ico][0]) == ipn && rchains[ico][1] == i1) {   // scale the contribution from both chains
199                  wchain[ico]=0.5;
200                  wchain[inext]=0.5;
201                }
202              }
203              // add 3.member
204              // continue with arbitrary match
205              int ipnn=-1; float mMnn = 10000.;
206              mMn = 1000000.;
207              for (unsigned int ij=0; ij < hs.size(); ++ij) {
208                rchains[inext].resize(2);
209                float q02 = qq(hs[i1],hs[ij],match);
210                if (match>0.)  continue;
211                float q12 = qq(hs[ipn],hs[ij],match);
212                double m3 = sqrt(9*pim*pim+q02*q02+mMn*mMn+q12*q12);
213                if (m3>0. && m3 <mMnn ) { mMnn = m3; ipnn = ij; }
214              }
215              if (ipnn>=0) { rchains[inext].push_back(ipnn); rchains[inext][2]=ipnn; mchains[inext][1]=mMnn; }
216              else {accept[inext]=true; wchain[inext]=0.;}
217            }
218            else { // chain not recovered
219              wchain[inext]=0.;
220              accept[inext]=true;
221            }
222          }
223        }
224      }  // end loop over chains
225
226      // cleanup: association rate for unlike-sign pairs
227      // third member verification
228      std::vector<bool> accept3(rchains.size(),false);
229      // watch unlike-sign combinations used
230      std::vector<usedX> used;
231      // loop over chains and accept lowest masses while watching the association rate
232      inext = 0;
233      while ( inext>-1 ) {
234        inext = -1; float cMin = 100000.;
235        // find non-accepted chain with lowest mass; dissolve chains if association count over 3
236        for (unsigned int ic=0; ic < rchains.size(); ++ic) {
237          if (rchains[ic].size() < 3 || !wchain[ic] || !accept[ic])  continue;
238          if (accept3[ic])  continue;
239          if (mchains[ic][1]<cMin) { cMin = mchains[ic][1]; inext=ic; }
240        }
241        // check association counts
242        if (inext>-1 ) {
243          unsigned int cloc0 = rchains[inext][0];
244          unsigned int cloc1 = rchains[inext][1];
245          unsigned int cloc2 = rchains[inext][2];
246
247          // map use of unlike sign pairs
248          int iu0 = -1; float w0=0.;
249          for (unsigned int iu=0; iu<used.size(); ++iu) {
250            if (fmin(cloc0,cloc2)==used[iu].locMin && fmax(cloc0,cloc2)==used[iu].locMax ) {
251              iu0=iu;
252              if (used[iu].chains.size() > 0)
253                for (unsigned int iw=0; iw<used[iu].chains.size(); ++iw)  w0+=wchain[used[iu].chains[iw].first];
254              //used[iu].add(i1,mch[1]);
255              break;
256            }
257          }
258          if (iu0<0) { used.push_back(usedX(fmin(cloc0,cloc2),fmax(cloc0,cloc2)));iu0=used.size()-1; }
259          int iu1 = -1; float w1=0.;
260          for (unsigned int iu=0; iu<used.size(); ++iu) {
261            if (fmin(cloc1,cloc2)==used[iu].locMin && fmax(cloc1,cloc2)==used[iu].locMax) {
262              iu1=iu;
263              if (used[iu].chains.size()>0)
264                for (unsigned int iw=0; iw<used[iu].chains.size(); iw++) w1 += wchain[used[iu].chains[iw].first];
265              //used[iu].add(inext,mch[1]);
266              break;
267            }
268          }
269          if (iu1<0) { used.push_back(usedX(fmin(cloc1,cloc2),fmax(cloc1,cloc2))); iu1=used.size()-1; }
270
271          if ( assoc[cloc2] < 3. && w0 < 2. && w1 < 2.) {
272            accept3[inext] = true;
273            assoc[cloc2] += 1.;
274            used[iu0].add(inext, mchains[inext][1]);
275            used[iu1].add(inext, mchains[inext][1]);
276            if (wchain[inext]==0.5) {  // accept the identical chain, too
277              for (unsigned int ic=0; ic< rchains.size(); ++ic) {
278                if (rchains[ic][0]==cloc1 && rchains[ic][1] == cloc0) {
279                  accept3[ic]=true;
280                  used[iu0].add(ic, mchains[ic][1]);
281                  used[iu1].add(ic, mchains[ic][1]);
282                  break;
283                }
284              }
285            }
286          }
287          else { // find new association
288            int i1 = rchains[inext][0];
289            int i2 = rchains[inext][1];
290            float mMn = 1000000.;
291            int ipn=-1; int iploc=-1;
292            rchains[inext].pop_back();
293            for (unsigned int i3 = 0; i3 < hs.size(); ++i3) {
294              double q02 = qq(hs[i1],hs[i3],match);
295              if (match > 0.)  continue;
296              if (assoc[i3] > 3-wchain[inext])  continue;
297              // check pair association
298              w0=0.; w1=0.;
299              for (unsigned int iu=0; iu<used.size(); ++iu) {
300                if (fmin(cloc0,i3)==used[iu].locMin && fmax(cloc0,i3)==used[iu].locMax ) {
301                  if (used[iu].chains.size() > 0)
302                    for (unsigned int iw=0; iw<used[iu].chains.size(); ++iw)  w0 += wchain[used[iu].chains[iw].first];
303                }
304                if (fmin(cloc1,i3)==used[iu].locMin && fmax(cloc1,i3)==used[iu].locMax ) {
305                  if (used[iu].chains.size()>0)
306                    for (unsigned int iw=0; iw<used[iu].chains.size(); ++iw)  w1 += wchain[used[iu].chains[iw].first];
307                }
308              }
309              if (w0+wchain[inext]>2. || w1+wchain[inext]>2.) continue;
310
311              float q12 = qq(hs[i2],hs[i3],match);
312              float q01 = qq(hs[i1],hs[i2],match);
313              float m = sqrt(9*pim*pim+q02*q02+q01*q01+q12*q12);
314              if (m>0. && m <mMn ) { mMn = m; ipn = i3; iploc = i3; }
315            }
316            if (ipn>=0) {
317              rchains[inext].push_back(ipn); rchains[inext][2]=iploc; mchains[inext][1]=mMn;
318            }
319            else { // chain not recovered
320              wchain[inext]=0.;
321            }
322          }
323        }
324      }  // end loop over chains
325      // end 3rd member optimization
326
327      for (unsigned int ip=0; ip < wchain.size(); ++ip) {
328        if (!wchain[ip])  continue;
329        if (rchains[ip].size() < 3)  continue;
330        float m3min = mchains[ip][1];
331        if (m3min > 0.59)  continue;
332        // dalitz plot
333        std::pair<float,float> dd = dalitz3(hs[rchains[ip][0]], hs[rchains[ip][1]], hs[rchains[ip][2]]);
334        _dalitz->fill(dd.first,dd.second,1.*wchain[ip]);
335        // Delta(Q) spectra
336        float qlmin = mchains[ip][0];
337        float qxmin = qq(hs[rchains[ip][0]], hs[rchains[ip][2]], match);
338        float xlmin = qq(hs[rchains[ip][1]], hs[rchains[ip][2]], match);
339        _Delta3h->fill(qxmin, 0.5*wchain[ip]);
340        _Delta3h->fill(xlmin, 0.5*wchain[ip]);
341        _Delta3h->fill(qlmin, -1.*wchain[ip]);
342      }
343    }
344
345    /// Normalise histograms etc., after the run
346    void finalize() {
347
348
349      // normalize by the number of charged particles
350      // counter automatic division by bin size
351      double norm = 0.01 / (_h_nch->xMean()*_h_nch->numEntries());
352      _dalitz->scaleW(norm);
353      _DeltaQ->scaleW(norm);
354      _Delta3h->scaleW(norm);
355
356    }
357
358    /// @}
359    double qq(const Particle& gp1, const Particle& gp2, bool& match) {
360      match = gp1.charge() * gp2.charge() > 0;
361      FourMomentum p1, p2;
362      p1.setPM(gp1.px(), gp1.py(), gp1.pz(), pim);
363      p2.setPM(gp2.px(), gp2.py(), gp2.pz(), pim);
364      return sqrt(fmax(0., (p1 + p2).mass2() - 4*pim*pim));
365    }
366
367    std::pair<float,float> dalitz3(const Particle& gp1, const Particle& gp2, const Particle& gp3) const {
368
369      float p1= gp1.pt();
370      float p2= gp2.pt();
371      float p3= gp3.pt();
372      float th1 = gp1.theta();
373      float th2 = gp2.theta();
374      float th3 = gp3.theta();
375      float ph1 = gp1.phi();
376      float ph2 = gp2.phi();
377      float ph3 = gp3.phi();
378      float e1 = sqrt(p1*p1+pim*pim);
379      float e2 = sqrt(p2*p2+pim*pim);
380      float e3 = sqrt(p3*p3+pim*pim);
381
382      float p1x = p1*cos(ph1)*sin(th1);
383      float p1y = p1*sin(ph1)*sin(th1);
384      float p1z = p1*cos(th1);
385
386      float p2x = p2*cos(ph2)*sin(th2);
387      float p2y = p2*sin(ph2)*sin(th2);
388      float p2z = p2*cos(th2);
389
390      float p3x = p3*cos(ph3)*sin(th3);
391      float p3y = p3*sin(ph3)*sin(th3);
392      float p3z = p3*cos(th3);
393
394      float px = p1x+p2x+p3x;
395      float py = p1y+p2y+p3y;
396      float pz = p1z+p2z+p3z;
397      float ap = sqrt(px*px+py*py+pz*pz);
398      float e=e1+e2+e3;
399
400      float beta = ap/e;
401      float gamma = 1./sqrt(1-beta*beta);
402
403      float p1l = (p1x*px+p1y*py+p1z*pz)/ap;
404      float p2l = (p2x*px+p2y*py+p2z*pz)/ap;
405      float p3l = (p3x*px+p3y*py+p3z*pz)/ap;
406
407      float e1_boost = gamma*e1-gamma*beta*p1l;
408      float e2_boost = gamma*e2-gamma*beta*p2l;
409      float e3_boost = gamma*e3-gamma*beta*p3l;
410
411      float Q = sqrt(e*e-ap*ap)-3*pim;
412
413      return std::pair<float,float>(sqrt(3.)*(e1_boost-e2_boost)/Q , 3*(e3_boost-pim)/Q-1.);
414    }
415
416  private:
417
418    // Data members like post-cuts event weight counters go here
419    float pim;
420
421  private:
422
423    /// @name Histograms
424    Histo1DPtr  _DeltaQ;
425    Histo1DPtr _Delta3h;
426    Histo1DPtr   _h_nch;
427    Histo2DPtr _dalitz;
428    /// @}
429  };
430
431  RIVET_DECLARE_PLUGIN(ATLAS_2017_I1624693);
432}