Skip to content

[PWGHF/D2H] adding D0 inv mass axis to THnSparse #13954

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
stefanopolitano merged 1 commit into from
Nov 27, 2025
Merged

[PWGHF/D2H] adding D0 inv mass axis to THnSparse #13954

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
27 changes: 16 additions & 11 deletions PWGHF/D2H/Tasks/taskDstarToD0Pi.cxx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -109,6 +109,7 @@ struct HfTaskDstarToD0Pi {
ConfigurableAxis binningDecayLength{"binningDecayLength", {1000, 0.0, 0.7}, "Bins of Decay Length"};
ConfigurableAxis binningNormDecayLength{"binningNormDecayLength", {1000, 0.0, 40.0}, "Bins of Normalised Decay Length"};
ConfigurableAxis binningCentrality{"binningCentrality", {VARIABLE_WIDTH, 0.0, 1.0, 10.0, 30.0, 50.0, 70.0, 100.0}, "centrality binning"};
ConfigurableAxis binningD0Mass{"binningD0Mass", {500, 1.0, 3.0}, "Bins of InvMass of D0"};
ConfigurableAxis binningDeltaInvMass{"binningDeltaInvMass", {100, 0.13, 0.16}, "Bins of Delta InvMass of Dstar"};
ConfigurableAxis binningBkgBDTScore{"binningBkgBDTScore", {100, 0.0f, 1.0f}, "Bins for background BDT Score"};
ConfigurableAxis binningSigBDTScore{"binningSigBDTScore", {100, 0.0f, 1.0f}, "Bins for Signal (Prompts + Non Prompt) BDT Score"};
Expand All @@ -128,6 +129,7 @@ struct HfTaskDstarToD0Pi {
AxisSpec const axisNormDecayLength = {binningNormDecayLength, "normalised decay length (cm)"};
AxisSpec axisCentrality = {binningCentrality, "centrality (%)"};
AxisSpec axisDeltaInvMass = {binningDeltaInvMass, "#Delta #it{M}_{inv} D*"};
AxisSpec axisD0Mass = {binningD0Mass, "InvMass of D0 (GeV/#it{c}^{2})"};
AxisSpec axisBDTScorePrompt = {binningSigBDTScore, "BDT Score for Prompt Cand"};
AxisSpec axisBDTScoreNonPrompt = {binningSigBDTScore, "BDT Score for Non-Prompt Cand"};
AxisSpec axisBDTScoreBackground = {binningBkgBDTScore, "BDT Score for Background Cand"};
Expand Down Expand Up @@ -208,7 +210,7 @@ struct HfTaskDstarToD0Pi {

// BDT Score (axisBDTScoreBackground, axisBDTScorePrompt, axisBDTScoreNonPrompt)
if (doprocessDataWML) {
registry.add("Yield/hDeltaInvMassVsPtVsCentVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs Cent Vs BDTScore", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}}}, true);
registry.add("Yield/hDeltaInvMassVsPtVsCentVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs Cent Vs BDTScore", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}, {axisD0Mass}}}, true);
} else if (doprocessDataWoML) {
registry.add("Yield/hDeltaInvMassDstar2D", "#Delta #it{M}_{inv} D* Candidate; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c})", {HistType::kTH2F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}}}, true);
registry.add("Yield/hDeltaInvMassDstar3D", "#Delta #it{M}_{inv} D* Candidate; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c}); FT0M centrality", {HistType::kTH3F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}}}, true);
Expand Down Expand Up @@ -268,19 +270,19 @@ struct HfTaskDstarToD0Pi {
if (studyD0ToPiKPi0) {
// inclusive D0ToPiKPi0 study
if (doprocessMcWML && isCentStudy) {
registry.add("D0ToPiKPi0/hDeltaInvMassVsPtVsCentVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs Cent Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}}}, true);
registry.add("D0ToPiKPi0/hDeltaInvMassVsPtVsCentVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs Cent Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}, {axisD0Mass}}}, true);
} else if (doprocessMcWoMl && isCentStudy) {
registry.add("D0ToPiKPi0/hDeltaInvMassDstar3D", "#Delta #it{M}_{inv} D* Candidate for D0ToPiKPi0; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c}); FT0M centrality", {HistType::kTH3F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisCentrality}}}, true);
} else if (doprocessMcWML && !isCentStudy) {
registry.add("D0ToPiKPi0/hDeltaInvMassVsPtVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}}}, true);
registry.add("D0ToPiKPi0/hDeltaInvMassVsPtVsBDTScore", "#Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}, {axisD0Mass}}}, true);
} else if (doprocessMcWoMl && !isCentStudy) {
registry.add("D0ToPiKPi0/hDeltaInvMassDstar2D", "#Delta #it{M}_{inv} D* Candidate for D0ToPiKPi0; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c})", {HistType::kTH2F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}}}, true);
}

// differential (prompt/Non-prompt) D0ToPiKPi0 study
if (doprocessMcWML) {
registry.add("D0ToPiKPi0/hPromptDeltaInvMassVsPtVsBDTScore", "Prompt #Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}}}, true);
registry.add("D0ToPiKPi0/hNonPromptDeltaInvMassVsPtVsBDTScore", "Non-Prompt #Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}}}, true);
registry.add("D0ToPiKPi0/hPromptDeltaInvMassVsPtVsBDTScore", "Prompt #Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}, {axisD0Mass}}}, true);
registry.add("D0ToPiKPi0/hNonPromptDeltaInvMassVsPtVsBDTScore", "Non-Prompt #Delta #it{M}_{inv} Vs Pt Vs BDTScore for D0ToPiKPi0", {HistType::kTHnSparseF, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}, {axisBDTScoreBackground}, {axisBDTScorePrompt}, {axisBDTScoreNonPrompt}, {axisD0Mass}}}, true);
} else if (doprocessMcWoMl) {
registry.add("D0ToPiKPi0/hPromptDeltaInvMassDstar2D", "Prompt #Delta #it{M}_{inv} D* Candidate for D0ToPiKPi0; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c})", {HistType::kTH2F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}}}, true);
registry.add("D0ToPiKPi0/hNonPromptDeltaInvMassDstar2D", "Non-Prompt #Delta #it{M}_{inv} D* Candidate for D0ToPiKPi0; inv. mass ((#pi #pi k) - (#pi k)) (GeV/#it{c}^{2});#it{p}_{T} (GeV/#it{c})", {HistType::kTH2F, {{axisDeltaInvMass}, {vecPtBins, "#it{p}_{T} (GeV/#it{c})"}}}, true);
Expand Down Expand Up @@ -399,7 +401,7 @@ struct HfTaskDstarToD0Pi {

if constexpr (ApplyMl) {
auto mlBdtScore = candDstar.mlProbDstarToD0Pi();
registry.fill(HIST("Yield/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMDstar, candDstar.pt(), centrality, mlBdtScore[0], mlBdtScore[1], mlBdtScore[2]);
registry.fill(HIST("Yield/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMDstar, candDstar.pt(), centrality, mlBdtScore[0], mlBdtScore[1], mlBdtScore[2], invD0);
}

if (doprocessDataWoML) {
Expand All @@ -422,7 +424,7 @@ struct HfTaskDstarToD0Pi {

if constexpr (ApplyMl) {
auto mlBdtScore = candDstar.mlProbDstarToD0Pi();
registry.fill(HIST("Yield/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMAntiDstar, candDstar.pt(), centrality, mlBdtScore[0], mlBdtScore[1], mlBdtScore[2]);
registry.fill(HIST("Yield/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMAntiDstar, candDstar.pt(), centrality, mlBdtScore[0], mlBdtScore[1], mlBdtScore[2], invD0Bar);
}

if (doprocessDataWoML) {
Expand Down Expand Up @@ -571,24 +573,27 @@ struct HfTaskDstarToD0Pi {
// Aplly all selection to study D*->D0(piKpi0)pi channel same as signal channel
// MC Matched but to D*->D0(piKpi0)pi channel
double deltaMDstar = -999.;
double invD0Mass = -999.;
if (candDstarMcRec.signSoftPi() < 0) {
deltaMDstar = candDstarMcRec.invMassAntiDstar() - candDstarMcRec.invMassD0Bar();
invD0Mass = candDstarMcRec.invMassD0Bar();
} else {
deltaMDstar = candDstarMcRec.invMassDstar() - candDstarMcRec.invMassD0();
invD0Mass = candDstarMcRec.invMassD0();
}
if constexpr (ApplyMl) {
auto bdtScore = candDstarMcRec.mlProbDstarToD0Pi();
// inclusive study
if (isCentStudy) {
registry.fill(HIST("D0ToPiKPi0/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), centrality, bdtScore[0], bdtScore[1], bdtScore[2]);
registry.fill(HIST("D0ToPiKPi0/hDeltaInvMassVsPtVsCentVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), centrality, bdtScore[0], bdtScore[1], bdtScore[2], invD0Mass);
} else {
registry.fill(HIST("D0ToPiKPi0/hDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2]);
registry.fill(HIST("D0ToPiKPi0/hDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2], invD0Mass);
}
// differential (prompt/Non-prompt) study
if (candDstarMcRec.originMcRec() == RecoDecay::OriginType::Prompt) {
registry.fill(HIST("D0ToPiKPi0/hPromptDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2]);
registry.fill(HIST("D0ToPiKPi0/hPromptDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2], invD0Mass);
} else if (candDstarMcRec.originMcRec() == RecoDecay::OriginType::NonPrompt) {
registry.fill(HIST("D0ToPiKPi0/hNonPromptDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2]);
registry.fill(HIST("D0ToPiKPi0/hNonPromptDeltaInvMassVsPtVsBDTScore"), deltaMDstar, candDstarMcRec.pt(), bdtScore[0], bdtScore[1], bdtScore[2], invD0Mass);
}
} else { // without ML
// inclusive study
Expand Down
Loading