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diff --git a/FixedOrderGen/src/PhaseSpacePoint.cc b/FixedOrderGen/src/PhaseSpacePoint.cc
index ad5efe9..64ce55a 100644
--- a/FixedOrderGen/src/PhaseSpacePoint.cc
+++ b/FixedOrderGen/src/PhaseSpacePoint.cc
@@ -1,695 +1,695 @@
/**
* \authors The HEJ collaboration (see AUTHORS for details)
* \date 2019
* \copyright GPLv2 or later
*/
#include "PhaseSpacePoint.hh"
#include <algorithm>
#include "CLHEP/Vector/LorentzVector.h"
#include "HEJ/Constants.hh"
#include "HEJ/EWConstants.hh"
#include "HEJ/exceptions.hh"
#include "HEJ/kinematics.hh"
#include "HEJ/Particle.hh"
#include "HEJ/utility.hh"
#include "Process.hh"
#include "Subleading.hh"
using namespace HEJ;
namespace HEJFOG{
namespace {
static_assert(
std::numeric_limits<double>::has_quiet_NaN,
"no quiet NaN for double"
);
constexpr double NaN = std::numeric_limits<double>::quiet_NaN();
} // namespace anonymous
HEJ::Event::EventData to_EventData(PhaseSpacePoint psp){
//! @TODO Same function already in HEJ
HEJ::Event::EventData result;
result.incoming = std::move(psp).incoming_;
assert(result.incoming.size() == 2);
result.outgoing = std::move(psp).outgoing_;
// technically Event::EventData doesn't have to be sorted,
// but PhaseSpacePoint should be anyway
assert(
std::is_sorted(
begin(result.outgoing), end(result.outgoing),
HEJ::rapidity_less{}
)
);
assert(result.outgoing.size() >= 2);
result.decays = std::move(psp).decays_;
result.parameters.central = {NaN, NaN, psp.weight()};
return result;
}
namespace{
bool can_swap_to_uno(
HEJ::Particle const & p1, HEJ::Particle const & p2
){
return is_parton(p1)
&& p1.type != pid::gluon
&& p2.type == pid::gluon;
}
size_t count_gluons(std::vector<Particle>::const_iterator first,
std::vector<Particle>::const_iterator last){
return std::count_if(first, last, [](Particle const & p)
{return p.type == pid::gluon;});
}
/** assumes FKL configurations between first and last,
* else there can be a quark in a non-extreme position
* e.g. uno configuration gqg would pass
*/
bool can_change_to_qqx(
std::vector<Particle>::const_iterator first,
std::vector<Particle>::const_iterator last){
return 1 < count_gluons(first,last);
}
bool is_AWZ_proccess(Process const & proc){
return proc.boson && is_AWZ_boson(*proc.boson);
}
bool is_up_type(Particle const & part){
return HEJ::is_anyquark(part) && !(abs(part.type)%2);
}
bool is_down_type(Particle const & part){
return HEJ::is_anyquark(part) && abs(part.type)%2;
}
bool can_couple_to_W(Particle const & part, pid::ParticleID const W_id){
const int W_charge = W_id>0?1:-1;
return abs(part.type)<5
&& ( (W_charge*part.type > 0 && is_up_type(part))
|| (W_charge*part.type < 0 && is_down_type(part)) );
}
}
void PhaseSpacePoint::maybe_turn_to_subl(
double chance,
unsigned int const channels,
Process const & proc,
HEJ::RNG & ran
){
if(proc.njets <= 2) return;
assert(outgoing_.size() >= 2);
// decide what kind of subleading process is allowed
bool allow_uno = false;
bool allow_strange = true;
const size_t nout = outgoing_.size();
const bool can_be_uno_backward = (channels&Subleading::uno)
&& can_swap_to_uno(outgoing_[0], outgoing_[1]);
const bool can_be_uno_forward = (channels&Subleading::uno)
&& can_swap_to_uno(outgoing_[nout-1], outgoing_[nout-2]);
allow_uno = can_be_uno_backward || can_be_uno_forward;
bool allow_qqx = (channels&Subleading::qqx)
&& can_change_to_qqx(outgoing_.cbegin(), outgoing_.cend());
if(is_AWZ_proccess(proc)) {
if(std::none_of(outgoing_.cbegin(), outgoing_.cend(),
[&proc](Particle const & p){ return can_couple_to_W(p, *proc.boson);})) {
// enforce qqx if A/W/Z can't couple somewhere else
assert(allow_qqx);
allow_uno = false;
chance = 1.;
// strange not allowed for W
if(abs(*proc.boson)== pid::Wp) allow_strange = false;
}
}
if(!allow_uno && !allow_qqx) return;
if(ran.flat() < chance){
weight_ /= chance;
if(allow_uno && !allow_qqx){
turn_to_uno(can_be_uno_backward, can_be_uno_forward, ran);
} else if (!allow_uno && allow_qqx) {
turn_to_qqx(allow_strange, ran);
} else {
assert( allow_uno && allow_qqx);
if(ran.flat() < 0.5) turn_to_uno(can_be_uno_backward, can_be_uno_forward, ran);
else turn_to_qqx(allow_strange, ran);
weight_ *= 2.;
}
} else weight_ /= 1 - chance;
}
void PhaseSpacePoint::turn_to_uno(
const bool can_be_uno_backward, const bool can_be_uno_forward,
HEJ::RNG & ran
){
if(!can_be_uno_backward && !can_be_uno_forward) return;
const size_t nout = outgoing_.size();
if(can_be_uno_backward && can_be_uno_forward){
if(ran.flat() < 0.5){
std::swap(outgoing_[0].type, outgoing_[1].type);
} else {
std::swap(outgoing_[nout-1].type, outgoing_[nout-2].type);
}
weight_ *= 2.;
} else if(can_be_uno_backward){
std::swap(outgoing_[0].type, outgoing_[1].type);
} else {
assert(can_be_uno_forward);
std::swap(outgoing_[nout-1].type, outgoing_[nout-2].type);
}
}
void PhaseSpacePoint::turn_to_qqx(const bool allow_strange, HEJ::RNG & ran){
/// find first and last gluon in FKL chain
auto first = std::find_if(outgoing_.begin(), outgoing_.end(),
[](Particle const & p){return p.type == pid::gluon;});
std::vector<Particle*> FKL_gluons;
for(auto p = first; p!=outgoing_.end(); ++p){
if(p->type == pid::gluon) FKL_gluons.push_back(&*p);
else if(is_anyquark(*p)) break;
}
const size_t ng = FKL_gluons.size();
if(ng < 2)
throw std::logic_error("not enough gluons to create qqx");
// select flavour of quark
const double r1 = 2.*ran.flat()-1.;
const double max_flavour = allow_strange?n_f:n_f-1;
weight_ *= max_flavour*2;
int flavour = pid::down + std::floor(std::abs(r1)*max_flavour);
flavour*=r1<0.?-1:1;
// select gluon for switch
const size_t idx = floor((ng-1) * ran.flat());
weight_ *= (ng-1);
FKL_gluons[idx]->type = ParticleID(flavour);
FKL_gluons[idx+1]->type = ParticleID(-flavour);
}
template<class ParticleMomenta>
fastjet::PseudoJet PhaseSpacePoint::gen_last_momentum(
ParticleMomenta const & other_momenta,
const double mass_square, const double y
) const {
std::array<double,2> pt{0.,0.};
for (auto const & p: other_momenta) {
pt[0]-= p.px();
pt[1]-= p.py();
}
const double mperp = sqrt(pt[0]*pt[0]+pt[1]*pt[1]+mass_square);
const double pz=mperp*sinh(y);
const double E=mperp*cosh(y);
return {pt[0], pt[1], pz, E};
}
namespace {
//! adds a particle to target (in correct rapidity ordering)
//! @returns positon of insertion
auto insert_particle(std::vector<HEJ::Particle> & target,
HEJ::Particle && particle
){
const auto pos = std::upper_bound(
begin(target),end(target),particle,rapidity_less{}
);
target.insert(pos, std::move(particle));
return pos;
}
}
PhaseSpacePoint::PhaseSpacePoint(
Process const & proc,
JetParameters const & jet_param,
HEJ::PDF & pdf, double E_beam,
double const subl_chance,
unsigned int const subl_channels,
ParticlesDecayMap const & particle_decays,
HEJ::EWConstants const & ew_parameters,
HEJ::RNG & ran
)
{
assert(proc.njets >= 2);
status_ = good;
weight_ = 1;
const int nout = proc.njets + (proc.boson?1:0) + proc.boson_decay.size();
outgoing_.reserve(nout);
// generate parton momenta
const bool is_pure_jets = (nout == proc.njets);
auto partons = gen_LO_partons(
proc.njets, is_pure_jets, jet_param, E_beam, ran
);
// pre fill flavour with gluons
for(auto&& p_out: partons) {
outgoing_.emplace_back(Particle{pid::gluon, std::move(p_out), {}});
}
if(status_ != good) return;
if(proc.boson){ // decay boson
const auto & boson_prop = ew_parameters.prop(*proc.boson) ;
auto boson{ gen_boson(*proc.boson, boson_prop.mass, boson_prop.width, ran) };
const auto pos{insert_particle(outgoing_, std::move(boson))};
const size_t boson_idx = std::distance(begin(outgoing_), pos);
const auto & boson_decay = particle_decays.find(*proc.boson);
if( !proc.boson_decay.empty() ){ // decay given in proc
decays_.emplace(
boson_idx,
decay_boson(outgoing_[boson_idx], proc.boson_decay, ran)
);
} else if( boson_decay != particle_decays.end()
&& !boson_decay->second.empty() ){ // decay given explicitly
decays_.emplace(
boson_idx,
decay_boson(outgoing_[boson_idx], boson_decay->second, ran)
);
}
}
// normalisation of momentum-conserving delta function
weight_ *= pow(2*M_PI, 4);
/** @TODO
* uf (jet_param.min_pt) doesn't correspond to our final scale choice.
* The HEJ scale generators currently expect a full event as input,
* so fixing this is not completely trivial
*/
reconstruct_incoming(proc, subl_channels, pdf, E_beam, jet_param.min_pt, ran);
if(status_ != good) return;
// set outgoing states
most_backward_FKL(outgoing_).type = incoming_[0].type;
most_forward_FKL(outgoing_).type = incoming_[1].type;
maybe_turn_to_subl(subl_chance, subl_channels, proc, ran);
if(proc.boson) couple_boson(*proc.boson, ran);
}
double PhaseSpacePoint::gen_hard_pt(
int np , double ptmin, double ptmax, double y,
HEJ::RNG & ran
) {
// heuristic parameters for pt sampling
const double ptpar = ptmin + np/5.;
const double arg_small_y = atan((ptmax - ptmin)/ptpar);
const double y_cut = 3.;
const double r1 = ran.flat();
if(y < y_cut){
const double pt = ptmin + ptpar*tan(r1*arg_small_y);
const double temp = cos(r1*arg_small_y);
weight_ *= pt*ptpar*arg_small_y/(temp*temp);
return pt;
}
const double ptpar2 = ptpar/(1 + 5*(y-y_cut));
const double temp = 1. - std::exp((ptmin-ptmax)/ptpar2);
const double pt = ptmin - ptpar2*std::log(1-r1*temp);
weight_ *= pt*ptpar2*temp/(1-r1*temp);
return pt;
}
double PhaseSpacePoint::gen_soft_pt(int np, double max_pt, HEJ::RNG & ran) {
constexpr double ptpar = 4.;
const double r = ran.flat();
const double pt = max_pt + ptpar/np*std::log(r);
weight_ *= pt*ptpar/(np*r);
return pt;
}
double PhaseSpacePoint::gen_parton_pt(
int count, JetParameters const & jet_param, double max_pt, double y,
HEJ::RNG & ran
) {
constexpr double p_small_pt = 0.02;
if(! jet_param.peak_pt) {
return gen_hard_pt(count, jet_param.min_pt, max_pt, y, ran);
}
const double r = ran.flat();
if(r > p_small_pt) {
weight_ /= 1. - p_small_pt;
return gen_hard_pt(count, *jet_param.peak_pt, max_pt, y, ran);
}
weight_ /= p_small_pt;
const double pt = gen_soft_pt(count, *jet_param.peak_pt, ran);
if(pt < jet_param.min_pt) {
weight_=0.0;
status_ = not_enough_jets;
return jet_param.min_pt;
}
return pt;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::gen_LO_partons(
int np, bool is_pure_jets,
JetParameters const & jet_param,
double max_pt,
HEJ::RNG & ran
){
if (np<2) throw std::invalid_argument{"Not enough partons in gen_LO_partons"};
weight_ /= pow(16.*pow(M_PI,3),np);
weight_ /= std::tgamma(np+1); //remove rapidity ordering
std::vector<fastjet::PseudoJet> partons;
partons.reserve(np);
for(int i = 0; i < np; ++i){
const double y = -jet_param.max_y + 2*jet_param.max_y*ran.flat();
weight_ *= 2*jet_param.max_y;
const bool is_last_parton = i+1 == np;
if(is_pure_jets && is_last_parton) {
constexpr double parton_mass_sq = 0.;
partons.emplace_back(gen_last_momentum(partons, parton_mass_sq, y));
break;
}
const double phi = 2*M_PI*ran.flat();
weight_ *= 2.0*M_PI;
const double pt = gen_parton_pt(np, jet_param, max_pt, y, ran);
if(weight_ == 0.0) return {};
partons.emplace_back(fastjet::PtYPhiM(pt, y, phi));
assert(jet_param.min_pt <= partons[i].pt());
assert(partons[i].pt() <= max_pt+1e-5);
}
// Need to check that at LO, the number of jets = number of partons;
fastjet::ClusterSequence cs(partons, jet_param.def);
auto cluster_jets=cs.inclusive_jets(jet_param.min_pt);
if (cluster_jets.size()!=unsigned(np)){
weight_=0.0;
status_ = not_enough_jets;
return {};
}
std::sort(begin(partons), end(partons), rapidity_less{});
return partons;
}
Particle PhaseSpacePoint::gen_boson(
HEJ::ParticleID bosonid, double mass, double width,
HEJ::RNG & ran
){
// Usual phase space measure
weight_ /= 16.*pow(M_PI, 3);
// Generate a y Gaussian distributed around 0
/// @TODO check magic numbers for different boson Higgs
/// @TODO better sampling for W
const double stddev_y = 1.6;
const double y = random_normal(stddev_y, ran);
const double r1 = ran.flat();
const double s_boson = mass*(
mass + width*tan(M_PI/2.*r1 + (r1-1.)*atan(mass/width))
);
// off-shell s_boson sampling, compensates for Breit-Wigner
/// @TODO use a flag instead
if(abs(bosonid) == pid::Wp){
weight_/=M_PI*M_PI*8.;
weight_*= mass*width*( M_PI+2.*atan(mass/width) )
/ ( 1. + cos( M_PI*r1 + 2.*(r1-1.)*atan(mass/width) ) );
}
auto p = gen_last_momentum(outgoing_, s_boson, y);
return Particle{bosonid, std::move(p), {}};
}
Particle const & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> const & partons
) const{
if(!HEJ::is_parton(partons[0])) return partons[1];
return partons[0];
}
Particle const & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> const & partons
) const{
const size_t last_idx = partons.size() - 1;
if(!HEJ::is_parton(partons[last_idx])) return partons[last_idx-1];
return partons[last_idx];
}
Particle & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> & partons
) const{
if(!HEJ::is_parton(partons[0])) return partons[1];
return partons[0];
}
Particle & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> & partons
) const{
const size_t last_idx = partons.size() - 1;
if(!HEJ::is_parton(partons[last_idx])) return partons[last_idx-1];
return partons[last_idx];
}
namespace {
/// partons are ordered: even = anti, 0 = gluon
ParticleID index_to_pid(size_t i){
if(!i) return pid::gluon;
return static_cast<ParticleID>( i%2 ? (i+1)/2 : -i/2 );
}
/// partons are ordered: even = anti, 0 = gluon
size_t pid_to_index(ParticleID id){
if(id==pid::gluon) return 0;
return id>0 ? id*2-1 : abs(id)*2;
}
std::bitset<11> init_allowed(ParticleID const id){
if(abs(id) == pid::proton)
return ~0;
std::bitset<11> out{0};
if(is_parton(id))
out[pid_to_index(id)] = 1;
return out;
}
/// decides which "index" (see index_to_pid) are allowed for process
std::bitset<11> allowed_quarks(ParticleID const boson){
std::bitset<11> allowed = ~0;
if(abs(boson) == pid::Wp){
// special case W:
// Wp: anti-down or up-type quark, no b/t
// Wm: down or anti-up-type quark, no b/t
allowed = boson>0? 0b00011001101
:0b00100110011;
}
return allowed;
}
}
/**
* checks which partons are allowed as initial state:
* 1. only allow what is given in the Runcard (p -> all)
* 2. A/W/Z require something to couple to
* a) no qqx => no incoming gluon
* b) 2j => no incoming gluon
* c) 3j => can couple OR is gluon => 2 gluons become qqx later
*/
std::array<std::bitset<11>,2> PhaseSpacePoint::filter_partons(
Process const & proc, unsigned int const subl_channels, HEJ::RNG & ran
){
std::array<std::bitset<11>,2> allowed_partons{
init_allowed(proc.incoming[0]),
init_allowed(proc.incoming[1])
};
bool const allow_qqx = subl_channels&Subleading::qqx;
// special case A/W/Z
if(is_AWZ_proccess(proc) && ((proc.njets < 4) || !allow_qqx)){
// all possible incoming states
auto allowed(allowed_quarks(*proc.boson));
if(proc.njets == 2 || !allow_qqx) allowed[0]=0;
// possible states per leg
std::array<std::bitset<11>,2> const maybe_partons{
allowed_partons[0]&allowed, allowed_partons[1]&allowed};
if(maybe_partons[0].any() && maybe_partons[1].any()){
// two options to get allowed initial state => choose one at random
const size_t idx = ran.flat() < 0.5;
allowed_partons[idx] = maybe_partons[idx];
// else choose the possible
} else if(maybe_partons[0].any()) {
allowed_partons[0] = maybe_partons[0];
} else if(maybe_partons[1].any()) {
allowed_partons[1] = maybe_partons[1];
} else{
throw std::invalid_argument{"Incoming state not allowed."};
}
}
return allowed_partons;
}
void PhaseSpacePoint::reconstruct_incoming(
Process const & proc, unsigned int const subl_channels,
HEJ::PDF & pdf, double E_beam,
double uf,
HEJ::RNG & ran
){
std::tie(incoming_[0].p, incoming_[1].p) = incoming_momenta(outgoing_);
// calculate xa, xb
const double sqrts=2*E_beam;
- const double xa=(incoming_[0].p.e()-incoming_[0].p.pz())/sqrts;
- const double xb=(incoming_[1].p.e()+incoming_[1].p.pz())/sqrts;
+ const double xa=(incoming_[0].E()-incoming_[0].pz())/sqrts;
+ const double xb=(incoming_[1].E()+incoming_[1].pz())/sqrts;
// abort if phase space point is outside of collider energy reach
if (xa>1. || xb>1.){
weight_=0;
status_ = too_much_energy;
return;
}
auto const & ids = proc.incoming;
std::array<std::bitset<11>,2> allowed_partons(
filter_partons(proc, subl_channels, ran));
for(size_t i = 0; i < 2; ++i){
if(ids[i] == pid::proton || ids[i] == pid::p_bar){
// pick ids according to pdfs
incoming_[i].type =
generate_incoming_id(i, i?xb:xa, uf, pdf, allowed_partons[i], ran);
} else {
assert(allowed_partons[i][pid_to_index(ids[i])]);
incoming_[i].type = ids[i];
}
}
assert(momentum_conserved(1e-7));
}
HEJ::ParticleID PhaseSpacePoint::generate_incoming_id(
size_t const beam_idx, double const x, double const uf,
HEJ::PDF & pdf, std::bitset<11> allowed_partons, HEJ::RNG & ran
){
std::array<double,11> pdf_wt;
pdf_wt[0] = allowed_partons[0]?fabs(pdf.pdfpt(beam_idx,x,uf,pid::gluon)):0.;
double pdftot = pdf_wt[0];
for(size_t i = 1; i < pdf_wt.size(); ++i){
pdf_wt[i] = allowed_partons[i]?4./9.*fabs(pdf.pdfpt(beam_idx,x,uf,index_to_pid(i))):0;
pdftot += pdf_wt[i];
}
const double r1 = pdftot * ran.flat();
double sum = 0;
for(size_t i=0; i < pdf_wt.size(); ++i){
if (r1 < (sum+=pdf_wt[i])){
weight_*= pdftot/pdf_wt[i];
return index_to_pid(i);
}
}
std::cerr << "Error in choosing incoming parton: "<<x<<" "<<uf<<" "
<<sum<<" "<<pdftot<<" "<<r1<<std::endl;
throw std::logic_error{"Failed to choose parton flavour"};
}
void PhaseSpacePoint::couple_boson(
HEJ::ParticleID const boson, HEJ::RNG & ran
){
if(abs(boson) != pid::Wp) return; // only matters for W
/// @TODO this could be use to sanity check gamma and Z
// find all possible quarks
std::vector<Particle*> allowed_parts;
for(auto & part: outgoing_){
// Wp -> up OR anti-down, Wm -> anti-up OR down, no bottom
if ( can_couple_to_W(part, boson) )
allowed_parts.push_back(&part);
}
if(allowed_parts.size() == 0){
throw std::logic_error{"Found no parton for coupling with boson"};
}
// select one and flip it
size_t idx = 0;
if(allowed_parts.size() > 1){
/// @TODO more efficient sampling
/// old code: probability[i] = exp(parton[i].y - W.y)
idx = floor(ran.flat()*allowed_parts.size());
weight_ *= allowed_parts.size();
}
const int W_charge = boson>0?1:-1;
allowed_parts[idx]->type =
static_cast<ParticleID>( allowed_parts[idx]->type - W_charge );
}
double PhaseSpacePoint::random_normal(
double stddev,
HEJ::RNG & ran
){
const double r1 = ran.flat();
const double r2 = ran.flat();
const double lninvr1 = -log(r1);
const double result = stddev*sqrt(2.*lninvr1)*cos(2.*M_PI*r2);
weight_ *= exp(result*result/(2*stddev*stddev))*sqrt(2.*M_PI)*stddev;
return result;
}
bool PhaseSpacePoint::momentum_conserved(double ep) const{
fastjet::PseudoJet diff;
for(auto const & in: incoming()) diff += in.p;
for(auto const & out: outgoing()) diff -= out.p;
return nearby_ep(diff, fastjet::PseudoJet{}, ep);
}
Decay PhaseSpacePoint::select_decay_channel(
std::vector<Decay> const & decays,
HEJ::RNG & ran
){
double br_total = 0.;
for(auto const & decay: decays) br_total += decay.branching_ratio;
// adjust weight
// this is given by (channel branching ratio)/(chance to pick channel)
// where (chance to pick channel) =
// (channel branching ratio)/(total branching ratio)
weight_ *= br_total;
if(decays.size()==1) return decays.front();
const double r1 = br_total*ran.flat();
double br_sum = 0.;
for(auto const & decay: decays){
br_sum += decay.branching_ratio;
if(r1 < br_sum) return decay;
}
throw std::logic_error{"unreachable"};
}
std::vector<Particle> PhaseSpacePoint::decay_boson(
HEJ::Particle const & parent,
std::vector<Decay> const & decays,
HEJ::RNG & ran
){
const auto channel = select_decay_channel(decays, ran);
return decay_boson(parent, channel.products, ran);
}
std::vector<Particle> PhaseSpacePoint::decay_boson(
HEJ::Particle const & parent,
std::vector<HEJ::ParticleID> const & decays,
HEJ::RNG & ran
){
if(decays.size() != 2){
throw HEJ::not_implemented{
"only decays into two particles are implemented"
};
}
std::vector<Particle> decay_products(decays.size());
for(size_t i = 0; i < decays.size(); ++i){
decay_products[i].type = decays[i];
}
// choose polar and azimuth angle in parent rest frame
const double E = parent.m()/2;
const double theta = 2.*M_PI*ran.flat();
const double cos_phi = 2.*ran.flat()-1.;
const double sin_phi = sqrt(1. - cos_phi*cos_phi); // Know 0 < phi < pi
const double px = E*cos(theta)*sin_phi;
const double py = E*sin(theta)*sin_phi;
const double pz = E*cos_phi;
decay_products[0].p.reset(px, py, pz, E);
decay_products[1].p.reset(-px, -py, -pz, E);
for(auto & particle: decay_products) particle.p.boost(parent.p);
return decay_products;
}
}
diff --git a/src/PhaseSpacePoint.cc b/src/PhaseSpacePoint.cc
index 6b47ca1..d3b8dbc 100644
--- a/src/PhaseSpacePoint.cc
+++ b/src/PhaseSpacePoint.cc
@@ -1,838 +1,840 @@
/**
* \authors The HEJ collaboration (see AUTHORS for details)
* \date 2019
* \copyright GPLv2 or later
*/
#include "HEJ/PhaseSpacePoint.hh"
#include <algorithm>
#include <assert.h>
#include <numeric>
#include <random>
#include "fastjet/ClusterSequence.hh"
#include "HEJ/Constants.hh"
#include "HEJ/Event.hh"
#include "HEJ/JetSplitter.hh"
#include "HEJ/kinematics.hh"
#include "HEJ/resummation_jet.hh"
#include "HEJ/utility.hh"
#include "HEJ/PDG_codes.hh"
#include "HEJ/event_types.hh"
namespace HEJ{
namespace {
constexpr int max_jet_user_idx = PhaseSpacePoint::ng_max;
bool is_nonjet_parton(fastjet::PseudoJet const & parton){
assert(parton.user_index() != -1);
return parton.user_index() > max_jet_user_idx;
}
bool is_jet_parton(fastjet::PseudoJet const & parton){
assert(parton.user_index() != -1);
return parton.user_index() <= max_jet_user_idx;
}
// user indices for partons with extremal rapidity
constexpr int qqxmid1_uid = -9;
constexpr int qqxmid2_uid = -8;
constexpr int qqxb_uid = -7;
constexpr int qqxf_uid = -6;
constexpr int unob_uid = -5;
constexpr int unof_uid = -4;
constexpr int backward_FKL_uid = -3;
constexpr int forward_FKL_uid = -2;
double estimate_ng_mean(std::vector<fastjet::PseudoJet> const & Born_jets){
const double delta_y =
Born_jets.back().rapidity() - Born_jets.front().rapidity();
assert(delta_y > 0);
// Formula derived from fit in arXiv:1805.04446 (see Fig. 2)
return 0.975052*delta_y;
}
static_assert(
std::numeric_limits<double>::has_quiet_NaN,
"no quiet NaN for double"
);
constexpr double NaN = std::numeric_limits<double>::quiet_NaN();
} // namespace anonymous
Event::EventData to_EventData(PhaseSpacePoint psp){
Event::EventData result;
result.incoming = std::move(psp).incoming_;
assert(result.incoming.size() == 2);
result.outgoing = std::move(psp).outgoing_;
// technically Event::EventData doesn't have to be sorted,
// but PhaseSpacePoint should be anyway
assert(
std::is_sorted(
begin(result.outgoing), end(result.outgoing),
HEJ::rapidity_less{}
)
);
assert(result.outgoing.size() >= 2);
result.decays = std::move(psp).decays_;
result.parameters.central = {NaN, NaN, psp.weight()};
return result;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::cluster_jets(
std::vector<fastjet::PseudoJet> const & partons
) const{
fastjet::ClusterSequence cs(partons, param_.jet_param.def);
return sorted_by_rapidity(cs.inclusive_jets(param_.jet_param.min_pt));
}
bool PhaseSpacePoint::pass_resummation_cuts(
std::vector<fastjet::PseudoJet> const & jets
) const{
return cluster_jets(jets).size() == jets.size();
}
int PhaseSpacePoint::sample_ng(
std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran
){
const double ng_mean = estimate_ng_mean(Born_jets);
std::poisson_distribution<int> dist(ng_mean);
const int ng = dist(ran);
assert(ng >= 0);
assert(ng < ng_max);
weight_ *= std::tgamma(ng + 1)*std::exp(ng_mean)*std::pow(ng_mean, -ng);
return ng;
}
void PhaseSpacePoint::copy_AWZH_boson_from(Event const & event){
auto const & from = event.outgoing();
const auto AWZH_boson = std::find_if(
begin(from), end(from),
[](Particle const & p){ return is_AWZH_boson(p); }
);
if(AWZH_boson == end(from)) return;
auto insertion_point = std::lower_bound(
begin(outgoing_), end(outgoing_), *AWZH_boson, rapidity_less{}
);
outgoing_.insert(insertion_point, *AWZH_boson);
// copy decay products
const int idx = std::distance(begin(from), AWZH_boson);
assert(idx >= 0);
const auto decay_it = event.decays().find(idx);
if(decay_it != end(event.decays())){
const int new_idx = std::distance(begin(outgoing_), insertion_point);
assert(new_idx >= 0);
assert(outgoing_[new_idx].type == AWZH_boson->type);
decays_.emplace(new_idx, decay_it->second);
}
assert(std::is_sorted(begin(outgoing_), end(outgoing_), rapidity_less{}));
}
namespace {
auto get_first_anyquark_emission(Event const & ev) {
// find born quarks (ignore extremal partons)
auto const firstquark = std::find_if(
std::next(ev.begin_partons()), std::prev(ev.end_partons(), 2),
[](Particle const & s){ return (is_anyquark(s)); }
);
// assert that it is a q-q_bar pair.
assert(std::distance(firstquark, ev.end_partons()) != 2);
assert(
( is_quark(*firstquark) && is_antiquark(*std::next(firstquark)) )
|| ( is_antiquark(*firstquark) && is_quark(*std::next(firstquark)) )
);
return firstquark;
}
//! returns index of most backward q-qbar jet
template<class Iterator>
int get_back_quark_jet(Event const & ev, Iterator firstquark){
// find jets at FO corresponding to the quarks
// technically this isn't necessary for LO
std::vector<int> const born_indices{ ev.particle_jet_indices() };
const auto firstquark_idx = std::distance(ev.begin_partons(), firstquark);
int const firstjet_idx = born_indices[firstquark_idx];
assert(firstjet_idx>0);
assert( born_indices[firstquark_idx+1] == firstjet_idx+1 );
return firstjet_idx;
}
//! returns index of most backward q-qbar jet
int getBackQuarkJet(Event const & ev){
const auto firstquark = get_first_anyquark_emission(ev);
return get_back_quark_jet(ev, firstquark);
}
template<class ConstIterator, class Iterator>
void label_extremal_qqx(
ConstIterator born_begin, ConstIterator born_end,
Iterator first_out
){
// find born quarks
const auto firstquark = std::find_if(
born_begin, born_end-1,
[](Particle const & s){ return (is_anyquark(s)); }
);
assert(firstquark != born_end-1);
const auto secondquark = std::find_if(
firstquark+1, born_end,
[](Particle const & s){ return (is_anyquark(s)); }
);
assert(secondquark != born_end);
assert( ( is_quark(*firstquark) && is_antiquark(*secondquark) )
|| ( is_antiquark(*firstquark) && is_quark(*secondquark) ));
assert(first_out->type == ParticleID::gluon);
assert((first_out+1)->type == ParticleID::gluon);
// copy type from born
first_out->type = firstquark->type;
(first_out+1)->type = secondquark->type;
}
}
void PhaseSpacePoint::label_qqx(Event const & event){
assert(std::is_sorted(begin(outgoing_), end(outgoing_), rapidity_less{}));
assert(filter_partons(outgoing_).size() == outgoing_.size());
if(qqxb_){
label_extremal_qqx( event.outgoing().cbegin(), event.outgoing().cend(),
outgoing_.begin()
);
return;
}
if(qqxf_){ // same as qqxb with reversed order
label_extremal_qqx( event.outgoing().crbegin(), event.outgoing().crend(),
outgoing_.rbegin()
);
return;
}
// central qqx
const auto firstquark = get_first_anyquark_emission(event);
// find jets at FO corresponding to the quarks
// technically this isn't necessary for LO
const auto firstjet_idx = get_back_quark_jet(event, firstquark);
// find corresponding jets after resummation
fastjet::ClusterSequence cs{to_PseudoJet(outgoing_), param_.jet_param.def};
auto const jets = fastjet::sorted_by_rapidity(
cs.inclusive_jets( param_.jet_param.min_pt ));
std::vector<int> const resum_indices{ cs.particle_jet_indices({jets}) };
// assert that jets didn't move
assert(nearby_ep( ( event.jets().cbegin()+firstjet_idx )->rapidity(),
jets[ firstjet_idx ].rapidity(), 1e-2) );
assert(nearby_ep( ( event.jets().cbegin()+firstjet_idx+1 )->rapidity(),
jets[ firstjet_idx+1 ].rapidity(), 1e-2) );
// find last partons in first (central) jet
size_t idx_out = 0;
for(size_t i=resum_indices.size()-2; i>0; --i)
if(resum_indices[i] == firstjet_idx){
idx_out = i;
break;
}
assert(idx_out != 0);
// check that there is sufficient pt in jets from the quarks
const double minpartonjetpt = 1. - param_.max_ext_soft_pt_fraction;
if (outgoing_[idx_out].p.pt()<minpartonjetpt*( event.jets().cbegin()+firstjet_idx )->pt()){
weight_=0.;
status_ = StatusCode::wrong_jets;
return;
}
if (outgoing_[idx_out+1].p.pt()<minpartonjetpt*( event.jets().cbegin()+firstjet_idx+1 )->pt()){
weight_=0.;
status_ = StatusCode::wrong_jets;
return;
}
// check that no additional emission between jets
// such configurations are possible if we have an gluon gets generated
// inside the rapidities of the qqx chain, but clusted to a
// differnet/outside jet. Changing this is non trivial
if(resum_indices[idx_out+1] != resum_indices[idx_out]+1){
weight_=0.;
status_ = StatusCode::gluon_in_qqx;
return;
}
outgoing_[idx_out].type = firstquark->type;
outgoing_[idx_out+1].type = std::next(firstquark)->type;
}
void PhaseSpacePoint::label_quarks(Event const & ev){
const auto WEmit = std::find_if(
begin(ev.outgoing()), end(ev.outgoing()),
[](Particle const & s){ return abs(s.type) == pid::Wp; }
);
if (WEmit != end(ev.outgoing())){
if(!qqxb_) {
const size_t backward_FKL_idx = unob_?1:0;
const auto backward_FKL = std::next(ev.begin_partons(), backward_FKL_idx);
outgoing_[backward_FKL_idx].type = backward_FKL->type;
}
if(!qqxf_) {
const size_t forward_FKL_idx = unof_?1:0;
const auto forward_FKL = std::prev(ev.end_partons(), 1+forward_FKL_idx);
outgoing_.rbegin()[unof_].type = forward_FKL->type;
}
} else {
most_backward_FKL(outgoing_).type = ev.incoming().front().type;
most_forward_FKL(outgoing_).type = ev.incoming().back().type;
}
if(qqxmid_||qqxb_||qqxf_){
label_qqx(ev);
}
}
PhaseSpacePoint::PhaseSpacePoint(
Event const & ev, PhaseSpacePointConfig conf, RNG & ran
):
unob_{ev.type() == event_type::unob},
unof_{ev.type() == event_type::unof},
qqxb_{ev.type() == event_type::qqxexb},
qqxf_{ev.type() == event_type::qqxexf},
qqxmid_{ev.type() == event_type::qqxmid},
param_{std::move(conf)},
status_{unspecified}
{
weight_ = 1;
const auto & Born_jets = ev.jets();
const int ng = sample_ng(Born_jets, ran);
weight_ /= std::tgamma(ng + 1);
const int ng_jets = sample_ng_jets(ng, Born_jets, ran);
std::vector<fastjet::PseudoJet> out_partons = gen_non_jet(
ng - ng_jets, CMINPT, param_.jet_param.min_pt, ran
);
int qqxbackjet(-1);
if(qqxmid_){
qqxbackjet = getBackQuarkJet(ev);
}
const auto qperp = std::accumulate(
begin(out_partons), end(out_partons),
fastjet::PseudoJet{}
);
const auto jets = reshuffle(Born_jets, qperp);
if(weight_ == 0.) {
status_ = failed_reshuffle;
return;
}
if(! pass_resummation_cuts(jets)){
status_ = failed_resummation_cuts;
weight_ = 0.;
return;
}
std::vector<fastjet::PseudoJet> jet_partons = split(
jets, ng_jets, qqxbackjet, ran
);
if(weight_ == 0.) {
status_ = StatusCode::failed_split;
return;
}
if(qqxmid_){
rescale_qqx_rapidities(
out_partons, jets,
most_backward_FKL(jet_partons).rapidity(),
most_forward_FKL(jet_partons).rapidity(),
qqxbackjet
);
}
else{
rescale_rapidities(
out_partons,
most_backward_FKL(jet_partons).rapidity(),
most_forward_FKL(jet_partons).rapidity()
);
}
if(! cluster_jets(out_partons).empty()){
weight_ = 0.;
status_ = StatusCode::empty_jets;
return;
}
std::sort(begin(out_partons), end(out_partons), rapidity_less{});
assert(
std::is_sorted(begin(jet_partons), end(jet_partons), rapidity_less{})
);
const auto first_jet_parton = out_partons.insert(
end(out_partons), begin(jet_partons), end(jet_partons)
);
std::inplace_merge(
begin(out_partons), first_jet_parton, end(out_partons), rapidity_less{}
);
if(! jets_ok(Born_jets, out_partons)){
weight_ = 0.;
status_ = StatusCode::wrong_jets;
return;
}
weight_ *= phase_space_normalisation(Born_jets.size(), out_partons.size());
outgoing_.reserve(out_partons.size() + 1); // one slot for possible A, W, Z, H
for(auto & p: out_partons){
outgoing_.emplace_back(Particle{pid::gluon, std::move(p), {}});
}
assert(!outgoing_.empty());
label_quarks(ev);
if(weight_ == 0.) {
//! @TODO optimise s.t. this is not possible
// status is handled internally
return;
}
copy_AWZH_boson_from(ev);
reconstruct_incoming(ev.incoming());
status_ = StatusCode::good;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::gen_non_jet(
int count, double ptmin, double ptmax, RNG & ran
){
// heuristic parameters for pt sampling
const double ptpar = 1.3 + count/5.;
const double temp1 = atan((ptmax - ptmin)/ptpar);
std::vector<fastjet::PseudoJet> partons(count);
for(size_t i = 0; i < static_cast<size_t>(count); ++i){
const double r1 = ran.flat();
const double pt = ptmin + ptpar*tan(r1*temp1);
const double temp2 = cos(r1*temp1);
const double phi = 2*M_PI*ran.flat();
weight_ *= 2.0*M_PI*pt*ptpar*temp1/(temp2*temp2);
// we don't know the allowed rapidity span yet,
// set a random value to be rescaled later on
const double y = ran.flat();
partons[i].reset_PtYPhiM(pt, y, phi);
// Set user index higher than any jet-parton index
// in order to assert that these are not inside jets
partons[i].set_user_index(i + 1 + ng_max);
assert(ptmin-1e-5 <= partons[i].pt() && partons[i].pt() <= ptmax+1e-5);
}
assert(std::all_of(partons.cbegin(), partons.cend(), is_nonjet_parton));
return sorted_by_rapidity(partons);
}
void PhaseSpacePoint::rescale_qqx_rapidities(
std::vector<fastjet::PseudoJet> & out_partons,
std::vector<fastjet::PseudoJet> const & jets,
const double ymin1, const double ymax2,
const int qqxbackjet
){
const double ymax1 = jets[qqxbackjet].rapidity();
const double ymin2 = jets[qqxbackjet+1].rapidity();
constexpr double ep = 1e-7;
const double tot_y = ymax1 - ymin1 + ymax2 - ymin2;
std::vector<std::reference_wrapper<fastjet::PseudoJet>> refpart(
out_partons.begin(), out_partons.end());
double ratio = (ymax1 - ymin1)/tot_y;
const auto gap{ std::find_if(refpart.begin(), refpart.end(),
[ratio](fastjet::PseudoJet p){
return (p.rapidity()>=ratio);} ) };
double ymin = ymin1;
double ymax = ymax1;
double dy = ymax - ymin - 2*ep;
double offset = 0.;
for(auto it_part=refpart.begin(); it_part<refpart.end(); ++it_part){
if(it_part == gap){
ymin = ymin2;
ymax = ymax2;
dy = ymax - ymin - 2*ep;
offset = ratio;
ratio = 1-ratio;
}
fastjet::PseudoJet & part = *it_part;
assert(offset <= part.rapidity() && part.rapidity() < ratio+offset);
const double y = ymin + ep + dy*((part.rapidity()-offset)/ratio);
part.reset_momentum_PtYPhiM(part.pt(), y, part.phi());
weight_ *= tot_y-4.*ep;
assert(ymin <= part.rapidity() && part.rapidity() <= ymax);
}
assert(is_sorted(begin(out_partons), end(out_partons), rapidity_less{}));
}
void PhaseSpacePoint::rescale_rapidities(
std::vector<fastjet::PseudoJet> & partons,
double ymin, double ymax
){
constexpr double ep = 1e-7;
for(auto & parton: partons){
assert(0 <= parton.rapidity() && parton.rapidity() <= 1);
const double dy = ymax - ymin - 2*ep;
const double y = ymin + ep + dy*parton.rapidity();
parton.reset_momentum_PtYPhiM(parton.pt(), y, parton.phi());
weight_ *= dy;
assert(ymin <= parton.rapidity() && parton.rapidity() <= ymax);
}
}
namespace {
template<typename T, typename... Rest>
auto min(T const & a, T const & b, Rest&&... r) {
using std::min;
return min(a, min(b, std::forward<Rest>(r)...));
}
}
double PhaseSpacePoint::probability_in_jet(
std::vector<fastjet::PseudoJet> const & Born_jets
) const{
assert(std::is_sorted(begin(Born_jets), end(Born_jets), rapidity_less{}));
assert(Born_jets.size() >= 2);
const double dy =
Born_jets.back().rapidity() - Born_jets.front().rapidity();
const double R = param_.jet_param.def.R();
const int njets = Born_jets.size();
const double p_J_y_large = (njets-1)*R*R/(2.*dy);
const double p_J_y0 = njets*R/M_PI;
return min(p_J_y_large, p_J_y0, 1.);
}
int PhaseSpacePoint::sample_ng_jets(
int ng, std::vector<fastjet::PseudoJet> const & Born_jets, RNG & ran
){
const double p_J = probability_in_jet(Born_jets);
std::binomial_distribution<> bin_dist(ng, p_J);
const int ng_J = bin_dist(ran);
weight_ *= std::pow(p_J, -ng_J)*std::pow(1 - p_J, ng_J - ng);
return ng_J;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::reshuffle(
std::vector<fastjet::PseudoJet> const & Born_jets,
fastjet::PseudoJet const & q
){
if(q == fastjet::PseudoJet{0, 0, 0, 0}) return Born_jets;
const auto jets = resummation_jet_momenta(Born_jets, q);
if(jets.empty()){
weight_ = 0;
return {};
}
// additional Jacobian to ensure Born integration over delta gives 1
weight_ *= resummation_jet_weight(Born_jets, q);
return jets;
}
std::vector<int> PhaseSpacePoint::distribute_jet_partons(
int ng_jets, std::vector<fastjet::PseudoJet> const & jets, RNG & ran
){
size_t first_valid_jet = 0;
size_t num_valid_jets = jets.size();
const double R_eff = 5./3.*param_.jet_param.def.R();
// if there is an unordered jet too far away from the FKL jets
// then extra gluon constituents of the unordered jet would
// violate the FKL rapidity ordering
if((unob_||qqxb_) && jets[0].delta_R(jets[1]) > R_eff){
++first_valid_jet;
--num_valid_jets;
}
else if((unof_||qqxf_) && jets[jets.size()-1].delta_R(jets[jets.size()-2]) > R_eff){
--num_valid_jets;
}
std::vector<int> np(jets.size(), 1);
for(int i = 0; i < ng_jets; ++i){
++np[first_valid_jet + ran.flat() * num_valid_jets];
}
weight_ *= std::pow(num_valid_jets, ng_jets);
return np;
}
#ifndef NDEBUG
namespace{
bool tagged_FKL_backward(
std::vector<fastjet::PseudoJet> const & jet_partons
){
return std::find_if(
begin(jet_partons), end(jet_partons),
[](fastjet::PseudoJet const & p){
return p.user_index() == backward_FKL_uid;
}
) != end(jet_partons);
}
bool tagged_FKL_forward(
std::vector<fastjet::PseudoJet> const & jet_partons
){
// the most forward FKL parton is most likely near the end of jet_partons;
// start search from there
return std::find_if(
jet_partons.rbegin(), jet_partons.rend(),
[](fastjet::PseudoJet const & p){
return p.user_index() == forward_FKL_uid;
}
) != jet_partons.rend();
}
bool tagged_FKL_extremal(
std::vector<fastjet::PseudoJet> const & jet_partons
){
return tagged_FKL_backward(jet_partons) && tagged_FKL_forward(jet_partons);
}
} // namespace anonymous
#endif
std::vector<fastjet::PseudoJet> PhaseSpacePoint::split(
std::vector<fastjet::PseudoJet> const & jets,
int ng_jets, size_t qqxbackjet, RNG & ran
){
return split(
jets, distribute_jet_partons(ng_jets, jets, ran), qqxbackjet, ran);
}
bool PhaseSpacePoint::pass_extremal_cuts(
fastjet::PseudoJet const & ext_parton,
fastjet::PseudoJet const & jet
) const{
if(ext_parton.pt() < param_.min_extparton_pt) return false;
return (ext_parton - jet).pt()/jet.pt() < param_.max_ext_soft_pt_fraction;
}
std::vector<fastjet::PseudoJet> PhaseSpacePoint::split(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<int> const & np,
size_t qqxbackjet,
RNG & ran
){
assert(! jets.empty());
assert(jets.size() == np.size());
assert(pass_resummation_cuts(jets));
const size_t most_backward_FKL_idx = 0 + unob_ + qqxb_;
const size_t most_forward_FKL_idx = jets.size() - 1 - unof_ - qqxf_;
const auto & jet = param_.jet_param;
const JetSplitter jet_splitter{jet.def, jet.min_pt};
std::vector<fastjet::PseudoJet> jet_partons;
// randomly distribute jet gluons among jets
for(size_t i = 0; i < jets.size(); ++i){
auto split_res = jet_splitter.split(jets[i], np[i], ran);
weight_ *= split_res.weight;
if(weight_ == 0) return {};
assert(
std::all_of(
begin(split_res.constituents), end(split_res.constituents),
is_jet_parton
)
);
const auto first_new_parton = jet_partons.insert(
end(jet_partons),
begin(split_res.constituents), end(split_res.constituents)
);
// mark uno and extremal FKL emissions here so we can check
// their position once all emissions are generated
// also mark qqxmid partons, and apply appropriate pt cut.
auto extremal = end(jet_partons);
if (i == most_backward_FKL_idx){ //FKL backward emission
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(backward_FKL_uid);
}
else if(((unob_ || qqxb_) && i == 0)){
// unordered/qqxb
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index((unob_)?unob_uid:qqxb_uid);
}
else if (i == most_forward_FKL_idx){
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(forward_FKL_uid);
}
else if(((unof_ || qqxf_) && i == jets.size() - 1)){
// unordered/qqxf
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index((unof_)?unof_uid:qqxf_uid);
}
else if((qqxmid_ && i == qqxbackjet)){
extremal = std::max_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(qqxmid1_uid);
}
else if((qqxmid_ && i == qqxbackjet+1)){
extremal = std::min_element(
first_new_parton, end(jet_partons), rapidity_less{}
);
extremal->set_user_index(qqxmid2_uid);
}
if(
extremal != end(jet_partons)
&& !pass_extremal_cuts(*extremal, jets[i])
){
weight_ = 0;
return {};
}
}
assert(tagged_FKL_extremal(jet_partons));
std::sort(begin(jet_partons), end(jet_partons), rapidity_less{});
if(
!extremal_ok(jet_partons)
|| !split_preserved_jets(jets, jet_partons)
){
weight_ = 0.;
return {};
}
return jet_partons;
}
bool PhaseSpacePoint::extremal_ok(
std::vector<fastjet::PseudoJet> const & partons
) const{
assert(std::is_sorted(begin(partons), end(partons), rapidity_less{}));
if(unob_ && partons.front().user_index() != unob_uid) return false;
if(unof_ && partons.back().user_index() != unof_uid) return false;
if(qqxb_ && partons.front().user_index() != qqxb_uid) return false;
if(qqxf_ && partons.back().user_index() != qqxf_uid) return false;
return
most_backward_FKL(partons).user_index() == backward_FKL_uid
&& most_forward_FKL(partons).user_index() == forward_FKL_uid;
}
bool PhaseSpacePoint::split_preserved_jets(
std::vector<fastjet::PseudoJet> const & jets,
std::vector<fastjet::PseudoJet> const & jet_partons
) const{
assert(std::is_sorted(begin(jets), end(jets), rapidity_less{}));
const auto split_jets = cluster_jets(jet_partons);
// this can happen if two overlapping jets
// are both split into more than one parton
if(split_jets.size() != jets.size()) return false;
for(size_t i = 0; i < split_jets.size(); ++i){
// this can happen if there are two overlapping jets
// and a parton is assigned to the "wrong" jet
if(!nearby_ep(jets[i].rapidity(), split_jets[i].rapidity(), 1e-2)){
return false;
}
}
return true;
}
template<class Particle>
Particle const & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> const & partons
) const{
return partons[0 + unob_ + qqxb_];
}
template<class Particle>
Particle const & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> const & partons
) const{
const size_t idx = partons.size() - 1 - unof_ - qqxf_;
assert(idx < partons.size());
return partons[idx];
}
template<class Particle>
Particle & PhaseSpacePoint::most_backward_FKL(
std::vector<Particle> & partons
) const{
return partons[0 + unob_ + qqxb_];
}
template<class Particle>
Particle & PhaseSpacePoint::most_forward_FKL(
std::vector<Particle> & partons
) const{
const size_t idx = partons.size() - 1 - unof_ - qqxf_;
assert(idx < partons.size());
return partons[idx];
}
bool PhaseSpacePoint::contains_idx(
fastjet::PseudoJet const & jet, fastjet::PseudoJet const & parton
) const {
auto const & constituents = jet.constituents();
const int idx = parton.user_index();
const bool injet = std::find_if(
begin(constituents), end(constituents),
[idx](fastjet::PseudoJet const & con){return con.user_index() == idx;}
) != end(constituents);
const double minpartonjetpt = 1. - param_.max_ext_soft_pt_fraction;
return ((parton.pt()>minpartonjetpt*jet.pt())&&injet);
}
bool PhaseSpacePoint::jets_ok(
std::vector<fastjet::PseudoJet> const & Born_jets,
std::vector<fastjet::PseudoJet> const & partons
) const{
fastjet::ClusterSequence cs(partons, param_.jet_param.def);
const auto jets = sorted_by_rapidity(cs.inclusive_jets(param_.jet_param.min_pt));
if(jets.size() != Born_jets.size()) return false;
int in_jet = 0;
for(size_t i = 0; i < jets.size(); ++i){
assert(jets[i].has_constituents());
for(auto && parton: jets[i].constituents()){
if(is_nonjet_parton(parton)) return false;
}
in_jet += jets[i].constituents().size();
}
const int expect_in_jet = std::count_if(
partons.cbegin(), partons.cend(), is_jet_parton
);
if(in_jet != expect_in_jet) return false;
// note that PseudoJet::contains does not work here
if(! (
contains_idx(most_backward_FKL(jets), most_backward_FKL(partons))
&& contains_idx(most_forward_FKL(jets), most_forward_FKL(partons))
)) return false;
if(unob_ && !contains_idx(jets.front(), partons.front())) return false;
if(qqxb_ && !contains_idx(jets.front(), partons.front())) return false;
if(unof_ && !contains_idx(jets.back(), partons.back())) return false;
if(qqxf_ && !contains_idx(jets.back(), partons.back())) return false;
+#ifndef NDEBUG
for(size_t i = 0; i < jets.size(); ++i){
assert(nearby_ep(jets[i].rapidity(), Born_jets[i].rapidity(), 1e-2));
}
+#endif
return true;
}
void PhaseSpacePoint::reconstruct_incoming(
std::array<Particle, 2> const & Born_incoming
){
std::tie(incoming_[0].p, incoming_[1].p) = incoming_momenta(outgoing_);
for(size_t i = 0; i < incoming_.size(); ++i){
incoming_[i].type = Born_incoming[i].type;
}
assert(momentum_conserved());
}
double PhaseSpacePoint::phase_space_normalisation(
int num_Born_jets, int num_out_partons
) const{
return pow(16*pow(M_PI,3), num_Born_jets - num_out_partons);
}
bool PhaseSpacePoint::momentum_conserved() const{
fastjet::PseudoJet diff;
for(auto const & in: incoming()) diff += in.p;
const double norm = diff.E();
for(auto const & out: outgoing()) diff -= out.p;
return nearby(diff, fastjet::PseudoJet{}, norm);
}
} //namespace HEJ
diff --git a/src/resummation_jet.cc b/src/resummation_jet.cc
index f51ba8d..9f94c1d 100644
--- a/src/resummation_jet.cc
+++ b/src/resummation_jet.cc
@@ -1,112 +1,113 @@
/**
* \authors The HEJ collaboration (see AUTHORS for details)
* \date 2019
* \copyright GPLv2 or later
*/
#include "HEJ/resummation_jet.hh"
#include <assert.h>
#include <math.h>
#include <stdio.h>
#include <boost/numeric/ublas/lu.hpp>
#include <boost/numeric/ublas/matrix.hpp>
#include "fastjet/PseudoJet.hh"
#include "HEJ/utility.hh"
namespace HEJ{
std::vector<fastjet::PseudoJet> resummation_jet_momenta(
std::vector<fastjet::PseudoJet> const & p_born,
fastjet::PseudoJet const & qperp
) {
// for "new" reshuffling p^B = p + qperp*|p^B|/P^B
double Pperp_born = 0.;
for(auto const & p: p_born) Pperp_born += p.perp();
std::vector<fastjet::PseudoJet> p_res;
p_res.reserve(p_born.size());
for(auto & pB: p_born) {
const double px = pB.px() - qperp.px()*pB.perp()/Pperp_born;
const double py = pB.py() - qperp.py()*pB.perp()/Pperp_born;
const double pperp = sqrt(px*px + py*py);
// keep the rapidities fixed
const double pz = pperp*sinh(pB.rapidity());
const double E = pperp*cosh(pB.rapidity());
p_res.emplace_back(px, py, pz, E);
assert(
HEJ::nearby_ep(
p_res.back().rapidity(),
pB.rapidity(),
1e-5
)
);
}
return p_res;
}
namespace{
enum coordinates : size_t {
x1, x2
};
namespace ublas = boost::numeric::ublas;
template<class Matrix>
double det(ublas::matrix_expression<Matrix> const& m) {
ublas::permutation_matrix<size_t> pivots{m().size1()};
Matrix mLu{m()};
const auto is_singular = lu_factorize(mLu, pivots);
if(is_singular) return 0.;
double det = 1.0;
for (std::size_t i = 0; i < pivots.size(); ++i){
if (pivots(i) != i) det = -det;
det *= mLu(i,i);
}
return det;
}
using ublas::matrix;
}
double resummation_jet_weight(
std::vector<fastjet::PseudoJet> const & p_born,
fastjet::PseudoJet const & qperp
) {
static constexpr int num_coordinates = 2;
auto Jacobian = matrix<double>{
num_coordinates*p_born.size(),
num_coordinates*p_born.size()
};
double P_perp = 0.;
for(auto const & J: p_born) P_perp += J.perp();
for(size_t l = 0; l < p_born.size(); ++l){
const double Jl_perp = p_born[l].perp();
for(size_t lp = 0; lp < p_born.size(); ++lp){
- const int delta_l = l == lp;
- const double Jlp_perp = p_born[lp].perp();
+ const int delta_l = (l == lp);
+ const auto & Jlp = p_born[lp];
+ const double Jlp_perp = Jlp.perp();
for(size_t x = x1; x <= x2; ++x){
+ const double qxy = (x==x1)?qperp.px():qperp.py();
for(size_t xp = x1; xp <= x2; ++xp){
+ const double Jxy = (xp==x1)?Jlp.px():Jlp.py();
const int delta_x = x == xp;
Jacobian(2*l + x, 2*lp + xp) =
+ delta_l*delta_x
- - qperp[x]*p_born[lp][xp]/(P_perp*Jlp_perp)*(
- + delta_l - Jl_perp/P_perp
- );
+ - qxy*Jxy/(P_perp*Jlp_perp) * (delta_l - Jl_perp/P_perp);
}
}
}
}
return det(Jacobian);
}
}

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