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18 changes: 9 additions & 9 deletions PWGCF/FemtoUniverse/TableProducer/femtoUniverseProducerTask.cxx
Original file line number Diff line number Diff line change
Expand Up @@ -80,7 +80,7 @@ using FemtoFullTracks =
aod::pidTPCMu, aod::pidTPCPi, aod::pidTPCKa, aod::pidTPCPr,
aod::pidTPCDe, aod::pidTOFEl, aod::pidTOFMu, aod::pidTOFPi,
aod::pidTOFKa, aod::pidTOFPr, aod::pidTOFDe>;
using SelectedCandidatesDataMl =
using SelectedCandidatesDataMl =
soa::Filtered<soa::Join<aod::HfCand2Prong, aod::HfSelD0, aod::HfMlD0>>;

// using FilteredFullV0s = soa::Filtered<aod::V0Datas>; /// predefined Join
Expand Down Expand Up @@ -1355,7 +1355,7 @@ struct FemtoUniverseProducerTask {
double invMassD0bar = 0.0;
bool isD0D0bar = false;
std::vector<float> outputMlD0D0bar = {-1., -1., -1.}; // this vector keeps the probabilities from the ML model for D0/D0bar
uint8_t daughFlag = 0; // flag = 0 (daugh of D0 or D0bar), 1 (daug of D0), -1 (daugh of D0bar)
uint8_t daughFlag = 0; // flag = 0 (daugh of D0 or D0bar), 1 (daug of D0), -1 (daugh of D0bar)

for (const auto& hfCand : hfCands) {

Expand Down Expand Up @@ -1383,7 +1383,7 @@ struct FemtoUniverseProducerTask {
if (hfCand.isSelD0() == 1 && hfCand.isSelD0bar() == 0) {
invMassD0 = hfHelper.invMassD0ToPiK(hfCand);
invMassD0bar = -hfHelper.invMassD0barToKPi(hfCand);
if(ConfD0Selection.applyMLSelD0D0bar) {
if (ConfD0Selection.applyMLSelD0D0bar) {
for (unsigned int iClass = 0; iClass < ConfD0Selection.classMlD0D0bar->size(); iClass++) {
outputMlD0D0bar[iClass] = hfCand.mlProbD0()[ConfD0Selection.classMlD0D0bar->at(iClass)];
}
Expand All @@ -1393,7 +1393,7 @@ struct FemtoUniverseProducerTask {
} else if (hfCand.isSelD0() == 0 && hfCand.isSelD0bar() == 1) {
invMassD0 = -hfHelper.invMassD0ToPiK(hfCand);
invMassD0bar = hfHelper.invMassD0barToKPi(hfCand);
if(ConfD0Selection.applyMLSelD0D0bar) {
if (ConfD0Selection.applyMLSelD0D0bar) {
for (unsigned int iClass = 0; iClass < ConfD0Selection.classMlD0D0bar->size(); iClass++) {
outputMlD0D0bar[iClass] = hfCand.mlProbD0bar()[ConfD0Selection.classMlD0D0bar->at(iClass)];
}
Expand Down Expand Up @@ -1461,8 +1461,8 @@ struct FemtoUniverseProducerTask {
hfCand.eta(),
hfCand.phi(),
aod::femtouniverseparticle::ParticleType::kD0,
-999, // cut, CutContainerType
-999, // PID, CutContainerType
-999, // cut, CutContainerType
-999, // PID, CutContainerType
outputMlD0D0bar[0], // saving only the probaility for store class 1 - background
indexChildID,
invMassD0, // D0 mass (mLambda)
Expand Down Expand Up @@ -1939,9 +1939,9 @@ struct FemtoUniverseProducerTask {
"Provide experimental data for track D0 meson", false);

void processTrackD0DataML(aod::FemtoFullCollision const& col,
aod::BCsWithTimestamps const&,
soa::Filtered<aod::FemtoFullTracks> const& tracks,
aod::SelectedCandidatesDataMl const& candidates)
aod::BCsWithTimestamps const&,
soa::Filtered<aod::FemtoFullTracks> const& tracks,
aod::SelectedCandidatesDataMl const& candidates)
{
// get magnetic field for run
getMagneticFieldTesla(col.bc_as<aod::BCsWithTimestamps>());
Expand Down
96 changes: 64 additions & 32 deletions PWGCF/FemtoUniverse/Tasks/femtoUniversePairTaskTrackD0.cxx
Original file line number Diff line number Diff line change
Expand Up @@ -450,41 +450,73 @@ struct FemtoUniversePairTaskTrackD0 {
for (auto const& charmCand : groupD0D0barCands) {
// D0 candidates
if (charmCand.mLambda() > 0.0f && charmCand.mAntiLambda() < 0.0f) {
if (charmCand.tempFitVar() < 0.01) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt001"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.015) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0015"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.02) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt002"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.025) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0025"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.03) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt003"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.04) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt004"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.05) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt005"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.06) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt006"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.07) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt007"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.08) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt008"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.09) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt009"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.1) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt01"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.15) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt015"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.2) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt02"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.25) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt025"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.3) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt03"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.01)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt001"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.015)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0015"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.02)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt002"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.025)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0025"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.03)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt003"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.04)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt004"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.05)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt005"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.06)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt006"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.07)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt007"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.08)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt008"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.09)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt009"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.1)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt01"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.15)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt015"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.2)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt02"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.25)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt025"), charmCand.mLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.3)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt03"), charmCand.mLambda(), charmCand.pt());
}
// DObar candidates
if (charmCand.mLambda() < 0.0f && charmCand.mAntiLambda() > 0.0f) {
if (charmCand.tempFitVar() < 0.01) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt001"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.015) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0015"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.02) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt002"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.025) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0025"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.03) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt003"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.04) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt004"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.05) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt005"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.06) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt006"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.07) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt007"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.08) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt008"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.09) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt009"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.1) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt01"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.15) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt015"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.2) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt02"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.25) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt025"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.3) registry.fill(HIST("D0D0bar_MLSel/hMassVsPt03"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.01)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt001"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.015)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0015"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.02)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt002"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.025)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt0025"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.03)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt003"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.04)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt004"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.05)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt005"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.06)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt006"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.07)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt007"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.08)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt008"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.09)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt009"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.1)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt01"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.15)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt015"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.2)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt02"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.25)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt025"), charmCand.mAntiLambda(), charmCand.pt());
if (charmCand.tempFitVar() < 0.3)
registry.fill(HIST("D0D0bar_MLSel/hMassVsPt03"), charmCand.mAntiLambda(), charmCand.pt());
}
}
}
Expand Down
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