diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/data.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/data.yaml new file mode 100644 index 0000000000..ee309de4ae --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/data.yaml @@ -0,0 +1,84 @@ +data_central: +- 1.8444 +- 1.7141 +- 1.5243 +- 1.329 +- 1.1897 +- 0.99489 +- 0.75792 +- 0.49533 +- 0.26635 +- 0.12569 +- 0.046018 +- 0.0091988 +- 0.0011748 +- 3.5385e-05 +- 37.237 +- 36.608 +- 34.621 +- 32.542 +- 30.324 +- 28.162 +- 25.957 +- 24.036 +- 22.098 +- 20.7 +- 18.4 +- 15.824 +- 13.912 +- 12.011 +- 10.329 +- 8.5419 +- 7.0432 +- 5.547 +- 4.2406 +- 3.0556 +- 1.9436 +- 1.0362 +- 0.40703 +- 0.14152 +- 0.059995 +- 0.032086 +- 0.018046 +- 0.0090947 +- 0.0040887 +- 0.0019895 +- 0.0010353 +- 0.0005749 +- 8.2356e-05 +- 0.81127 +- 0.75465 +- 0.67379 +- 0.59073 +- 0.52103 +- 0.42299 +- 0.32974 +- 0.24939 +- 0.17329 +- 0.10268 +- 0.046168 +- 0.011162 +- 0.0017995 +- 6.0169e-05 +- 0.090178 +- 0.087088 +- 0.082663 +- 0.07576 +- 0.065335 +- 0.054814 +- 0.046471 +- 0.035346 +- 0.020531 +- 0.0043687 +- 0.00010193 +- 0.0069927 +- 0.0068868 +- 0.0061386 +- 0.0060243 +- 0.0052844 +- 0.0051086 +- 0.0045253 +- 0.004045 +- 0.0021176 +- 0.00057801 +- 2.4683e-05 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/filter.py b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/filter.py new file mode 100644 index 0000000000..c30978098e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/filter.py @@ -0,0 +1,130 @@ +""" +This file contains the piece of code needed to implement the CMS ZpT measurement +at 13 TeV. Systematic uncertainties are implemented starting from the breakdown +available on HepData. The correlation treatment follows the approach mentioned +in the paper (see the lines immediately before Sect. 6): "The systematic +and statistical uncertainties are obtained using the linear combination method +described in Ref. [77], considering as fully correlated the uncertainties in +the jet energy scale and resolution, the pileup, the background subtraction, +b tagging, and the integrated luminosity. Other uncertainties are considered +as uncorrelated." Note that correlations are kept not only across different +pT(ll) bins, but also across different m(ll) bins. Covariance matrices, albeit +only for covariances across pT(ll) bins, are available on HepData. These are +disregarded, because they do not include any correlations in m(ll). Their +inspection confirms that indeed the aforementioned uncertainties are fully +correlated. The other uncertainties are weakly correlated or anti-correlated. +""" + +import yaml, re + +def get_tables(): + """ + Get the Hepdata tables, given the tables and version specified in metadata + """ + prefix = "rawdata/HEPData-ins2079374" + with open("metadata.yaml", "r") as file: + metadata = yaml.safe_load(file) + + version = metadata["hepdata"]["version"] + tables = metadata["implemented_observables"][0]["tables"] + hepdata_tables = [] + + for table in tables: + hepdata_tables.append(f"{prefix}-v{version}-pT_ll_mass_{table}.yaml") + + return hepdata_tables + +def get_all(): + """ + Returns data, kinematics and uncertainties for dumping in the .yaml files + """ + data_central = [] + kinematics = [] + uncertainties = [] + + hepdata_tables = get_tables() + for table in hepdata_tables: + if (table=="rawdata/HEPData-ins2079374-v1-pT_ll_mass_76-106.yaml"): + n = 4 + else: + n=2 + with open(table, 'r') as f: + input = yaml.safe_load(f) + ranges = list(map(int, re.search(r"mass_(\d+)-(\d+)", table).groups())) + + min_mll = ranges[0] + mid_mll = 0.5 * (ranges[0] + ranges[1]) + max_mll = ranges[1] + + # Central values + data_values = input["dependent_variables"][0]["values"] + for data_value in data_values[n:]: + data_central.append(data_value["value"]) + + # Kinematic bins + kin_values = input["independent_variables"][0]["values"] + for kin_value in kin_values[n:]: + kin = { + 'pT': {'min': kin_value['low'], + 'mid': 0.5 * (kin_value['low'] + kin_value['high']), + 'max': kin_value['high']}, + 'm_ll': {'min': min_mll, 'mid': mid_mll, 'max': max_mll},} + kinematics.append(kin) + # Uncertainties + for data_value in data_values[n:]: + errors = data_value["errors"] + uncertainty = {} + for error in errors: + uncertainty[error["label"]] = error["symerror"] + uncertainty.update(uncertainty) + + uncertainties.append(uncertainty) + + return (data_central, kinematics, uncertainties) + +def filter_CMS_Z0J_13TEV_PT(): + """ + Dumps data, kinematics, and uncertainties on .yaml files + """ + central_values, kinematics, uncertainties = get_all() + # Central values + data_central_yaml = {"data_central": central_values} + # Kinematics + kinematics_yaml = {"bins": kinematics} + # Uncertainties + treatment = {"Data stat.": "ADD", + "Unfolding stat.": "ADD", + "Unfolding model": "ADD", + "Int. luminosity": "MULT", + "Lepton energy": "ADD", + "Efficiency": "ADD", + "Backgrounds": "MULT", + "Jet energy": "MULT", + "Others": "MULT"} + correlation = {"Data stat.": "UNCORR", + "Unfolding stat.": "UNCORR", + "Unfolding model": "UNCORR", + "Int. luminosity": "CMSLUMI16", + "Lepton energy": "UNCORR", + "Efficiency": "UNCORR", + "Backgrounds": "CORR", + "Jet energy": "CORR", + "Others": "CORR"} + definitions = {} + for key,value in uncertainties[0].items(): + definition = {key : + {"description": key + " unc. from HepData", + "treatment": treatment[key], + "type": correlation[key]}} + definitions.update(definition) + uncertainties_yaml = {"definitions": definitions,"bins": uncertainties} + + with open("data.yaml", "w") as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + with open("kinematics.yaml", "w") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + with open("uncertainties.yaml", "w") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + +if __name__ == "__main__": + filter_CMS_Z0J_13TEV_PT() diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/kinematics.yaml new file mode 100644 index 0000000000..32ffc770f0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/kinematics.yaml @@ -0,0 +1,665 @@ +bins: +- pT: + min: 4.0 + mid: 5.0 + max: 6.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 6.0 + mid: 7.0 + max: 8.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 8.0 + mid: 9.0 + max: 10.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 10.0 + mid: 11.0 + max: 12.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 12.0 + mid: 13.0 + max: 14.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 14.0 + mid: 16.0 + max: 18.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 18.0 + mid: 20.0 + max: 22.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 22.0 + mid: 25.0 + max: 28.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 28.0 + mid: 32.5 + max: 37.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 37.0 + mid: 44.5 + max: 52.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 52.0 + mid: 68.5 + max: 85.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 85.0 + mid: 122.5 + max: 160.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 160.0 + mid: 205.0 + max: 250.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 250.0 + mid: 625.0 + max: 1000.0 + m_ll: + min: 50 + mid: 63.0 + max: 76 +- pT: + min: 4.0 + mid: 4.5 + max: 5.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 5.0 + mid: 5.5 + max: 6.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 6.0 + mid: 6.5 + max: 7.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 7.0 + mid: 7.5 + max: 8.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 8.0 + mid: 8.5 + max: 9.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 9.0 + mid: 9.5 + max: 10.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 10.0 + mid: 10.5 + max: 11.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 11.0 + mid: 11.5 + max: 12.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 12.0 + mid: 12.5 + max: 13.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 13.0 + mid: 13.5 + max: 14.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 14.0 + mid: 15.0 + max: 16.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 16.0 + mid: 17.0 + max: 18.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 18.0 + mid: 19.0 + max: 20.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 20.0 + mid: 21.0 + max: 22.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 22.0 + mid: 23.5 + max: 25.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 25.0 + mid: 26.5 + max: 28.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 28.0 + mid: 30.0 + max: 32.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 32.0 + mid: 34.5 + max: 37.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 37.0 + mid: 40.0 + max: 43.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 43.0 + mid: 47.5 + max: 52.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 52.0 + mid: 58.5 + max: 65.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 65.0 + mid: 75.0 + max: 85.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 85.0 + mid: 102.5 + max: 120.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 120.0 + mid: 140.0 + max: 160.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 160.0 + mid: 175.0 + max: 190.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 190.0 + mid: 205.0 + max: 220.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 220.0 + mid: 235.0 + max: 250.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 250.0 + mid: 275.0 + max: 300.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 300.0 + mid: 325.0 + max: 350.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 350.0 + mid: 375.0 + max: 400.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 400.0 + mid: 425.0 + max: 450.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 450.0 + mid: 475.0 + max: 500.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 500.0 + mid: 750.0 + max: 1000.0 + m_ll: + min: 76 + mid: 91.0 + max: 106 +- pT: + min: 4.0 + mid: 5.0 + max: 6.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 6.0 + mid: 7.0 + max: 8.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 8.0 + mid: 9.0 + max: 10.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 10.0 + mid: 11.0 + max: 12.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 12.0 + mid: 13.0 + max: 14.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 14.0 + mid: 16.0 + max: 18.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 18.0 + mid: 20.0 + max: 22.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 22.0 + mid: 25.0 + max: 28.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 28.0 + mid: 32.5 + max: 37.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 37.0 + mid: 44.5 + max: 52.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 52.0 + mid: 68.5 + max: 85.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 85.0 + mid: 122.5 + max: 160.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 160.0 + mid: 205.0 + max: 250.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 250.0 + mid: 625.0 + max: 1000.0 + m_ll: + min: 106 + mid: 138.0 + max: 170 +- pT: + min: 4.0 + mid: 5.0 + max: 6.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 6.0 + mid: 7.0 + max: 8.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 8.0 + mid: 9.0 + max: 10.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 10.0 + mid: 11.0 + max: 12.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 12.0 + mid: 13.0 + max: 14.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 14.0 + mid: 16.0 + max: 18.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 18.0 + mid: 20.0 + max: 22.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 22.0 + mid: 25.0 + max: 28.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 28.0 + mid: 40.0 + max: 52.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 52.0 + mid: 106.0 + max: 160.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 160.0 + mid: 580.0 + max: 1000.0 + m_ll: + min: 170 + mid: 260.0 + max: 350 +- pT: + min: 4.0 + mid: 5.0 + max: 6.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 6.0 + mid: 7.0 + max: 8.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 8.0 + mid: 9.0 + max: 10.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 10.0 + mid: 11.0 + max: 12.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 12.0 + mid: 13.0 + max: 14.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 14.0 + mid: 16.0 + max: 18.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 18.0 + mid: 20.0 + max: 22.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 22.0 + mid: 25.0 + max: 28.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 28.0 + mid: 40.0 + max: 52.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 52.0 + mid: 106.0 + max: 160.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 +- pT: + min: 160.0 + mid: 580.0 + max: 1000.0 + m_ll: + min: 350 + mid: 675.0 + max: 1000 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/metadata.yaml new file mode 100644 index 0000000000..5aeec12ceb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/metadata.yaml @@ -0,0 +1,63 @@ +setname: "CMS_Z0J_13TEV" + +version: 1 +version_comment: "Initial implementation" + +# References +arXiv: + url: "https://arxiv.org/pdf/2205.04897.pdf" + journal: Eur.Phys.J.C 83 (2023) 628 +iNSPIRE: + url: "https://inspirehep.net/literature/2079374" +hepdata: + url: "https://www.hepdata.net/record/ins2079374" + version: 1 + +nnpdf_metadata: + nnpdf31_process: "DY NC" + experiment: "CMS" + +implemented_observables: +- observable_name: "PT-M" + observable: + description: "CMS 13 TeV, Drell-Yan Transverse Momentum Distribution" + label: CMS $Z$ $p_T$ 13 TeV $(p_T^{ll},m_{ll})$ + units: "[pb/GeV]" + + ndata: 83 + tables: ["50-76","76-106","106-170","170-350","350-1000"] + process_type: DY_NC_PT + + plotting: + dataset_label: CMS $Z$ $p_T$ 13 TeV $(p_T^{ll},M_{ll})$ + y_label: $d\sigma/dp_T(\ell\ell)$ (pb/GeV) + figure_by: + - m_ll + x_scale: log + plot_x: pT + kinematic_coverage: [pT, m_ll] + kinematics: + variables: + pT: + description: "lepton pair transverse momentum" + label: '$p_T$' + units: "GeV" + m_ll: + description: "dilepton invariant mass" + label: '$m_{\ell \ell}$' + units: "GeV" + file: kinematics.yaml + + data_central: data.yaml + data_uncertainties: + - uncertainties.yaml + + theory: + conversion_factor: 1e-3 + operation: 'null' + FK_tables: + - - CMS_Z0J_13TEV_PT-MLLBIN1 + - CMS_Z0J_13TEV_PT-MLLBIN2 + - CMS_Z0J_13TEV_PT-MLLBIN3 + - CMS_Z0J_13TEV_PT-MLLBIN4 + - CMS_Z0J_13TEV_PT-MLLBIN5 diff --git a/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/rawdata/HEPData-ins2079374-v1-pT_ll_mass_106-170.yaml b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/rawdata/HEPData-ins2079374-v1-pT_ll_mass_106-170.yaml new file mode 100644 index 0000000000..af92077806 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CMS_Z0J_13TEV/rawdata/HEPData-ins2079374-v1-pT_ll_mass_106-170.yaml @@ -0,0 +1,362 @@ +dependent_variables: +- header: + name: $\mathrm{d}\sigma/\mathrm{d}p_T(ll)$ + units: pb/GeV + values: + - errors: + - label: Data stat. + symerror: 0.0024144 + - label: Unfolding stat. + symerror: 0.0016044 + - label: Unfolding model + symerror: 0.0009968 + - label: Int. luminosity + symerror: 0.0042776 + - label: Lepton energy + symerror: 0.0025046 + - label: Efficiency + symerror: 0.0033588 + - label: Backgrounds + symerror: 0.0022937 + - label: Jet energy + symerror: 6.8547e-05 + - label: Others + symerror: 0.0010266 + value: 0.33161 + - errors: + - label: Data stat. + symerror: 0.0032749 + - label: Unfolding stat. + symerror: 0.0022634 + - label: Unfolding model + symerror: 0.00067199 + - label: Int. luminosity + symerror: 0.0090521 + - label: Lepton energy + symerror: 0.005342 + - label: Efficiency + symerror: 0.007863 + - label: Backgrounds + symerror: 0.0014098 + - label: Jet energy + symerror: 0.00014384 + - label: Others + symerror: 0.0028117 + value: 0.74306 + - errors: + - label: Data stat. + symerror: 0.0035125 + - label: Unfolding stat. + symerror: 0.002462 + - label: Unfolding model + symerror: 0.0018979 + - label: Int. luminosity + symerror: 0.0097947 + - label: Lepton energy + symerror: 0.0051728 + - label: Efficiency + symerror: 0.008657 + - label: Backgrounds + symerror: 0.0010456 + - label: Jet energy + symerror: 8.9214e-05 + - label: Others + symerror: 0.0031866 + value: 0.81127 + - errors: + - label: Data stat. + symerror: 0.003395 + - label: Unfolding stat. + symerror: 0.0024032 + - label: Unfolding model + symerror: 0.0021942 + - label: Int. luminosity + symerror: 0.0091268 + - label: Lepton energy + symerror: 0.0052122 + - label: Efficiency + symerror: 0.0081917 + - label: Backgrounds + symerror: 0.0012183 + - label: Jet energy + symerror: 0.00013846 + - label: Others + symerror: 0.0026279 + value: 0.75465 + - errors: + - label: Data stat. + symerror: 0.0032096 + - label: Unfolding stat. + symerror: 0.0022813 + - label: Unfolding model + symerror: 0.001903 + - label: Int. luminosity + symerror: 0.0081601 + - label: 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energy: 9.2384e-06 + Others: 1.3277e-05 +- Data stat.: 9.1275e-05 + Unfolding stat.: 3.0305e-05 + Unfolding model: 5.1798e-05 + Int. luminosity: 3.1416e-05 + Lepton energy: 2.411e-05 + Efficiency: 3.9469e-05 + Backgrounds: 5.1012e-05 + Jet energy: 5.1131e-06 + Others: 1.5135e-05 +- Data stat.: 2.4725e-05 + Unfolding stat.: 7.8213e-06 + Unfolding model: 3.964e-07 + Int. luminosity: 1.1015e-05 + Lepton energy: 6.2416e-06 + Efficiency: 1.0517e-05 + Backgrounds: 2.6267e-05 + Jet energy: 2.2636e-06 + Others: 1.5407e-06 +- Data stat.: 1.6817e-06 + Unfolding stat.: 6.0878e-07 + Unfolding model: 1.0253e-08 + Int. luminosity: 4.3891e-07 + Lepton energy: 8.2358e-07 + Efficiency: 4.5956e-07 + Backgrounds: 9.6731e-07 + Jet energy: 2.9718e-08 + Others: 1.0503e-07 diff --git a/nnpdf_data/nnpdf_data/process_options.py b/nnpdf_data/nnpdf_data/process_options.py index 1beb8fe470..c9861f783d 100644 --- a/nnpdf_data/nnpdf_data/process_options.py +++ b/nnpdf_data/nnpdf_data/process_options.py @@ -289,7 +289,11 @@ def _dybosonpt_xq2map(kin_dict): Here pT refers to the transverse momentum of the boson. """ pT = kin_dict[_Vars.pT] - m_Z2 = kin_dict.get_one_of(_Vars.m_Z2, _Vars.m_W2, _Vars.m_ll2) + + try: + m_Z2 = kin_dict.get_one_of(_Vars.m_Z2, _Vars.m_W2, _Vars.m_ll2) + except KeyError: + m_Z2 = kin_dict.get_one_of(_Vars.m_ll) ** 2 sqrts = kin_dict[_Vars.sqrts] ET2 = m_Z2 + pT * pT @@ -304,7 +308,11 @@ def _dybosonptrap_xq2map(kin_info): """ pT = kin_info[_Vars.pT] eta = kin_info.get_one_of(_Vars.eta, _Vars.y, _Vars.abs_y) - m_ll2 = kin_info.get_one_of(_Vars.m_ll2, _Vars.m_Z2) + try: + m_ll2 = kin_info.get_one_of(_Vars.m_Z2, _Vars.m_W2, _Vars.m_ll2) + except KeyError: + m_ll2 = kin_info.get_one_of(_Vars.m_ll) ** 2 + sqrts = kin_info[_Vars.sqrts] ET2 = m_ll2 + pT * pT x1 = (np.sqrt(ET2) + pT) / sqrts * np.exp(-eta) @@ -477,7 +485,7 @@ def _dymll_xq2map(kin_info): DY_PT = _Process( "DY_PT", "DY W or Z (2 leptons) + j boson transverse momentum", - accepted_variables=(_Vars.pT, _Vars.m_W2, _Vars.m_Z2, _Vars.sqrts, _Vars.y, _Vars.m_ll2), + accepted_variables=(_Vars.pT, _Vars.m_W2, _Vars.m_Z2, _Vars.sqrts, _Vars.y, _Vars.m_ll2, _Vars.m_ll), xq2map_function=_dybosonpt_xq2map, ) @@ -493,6 +501,7 @@ def _dymll_xq2map(kin_info): _Vars.abs_y, _Vars.eta, _Vars.m_ll2, + _Vars.m_ll, ), xq2map_function=_dybosonptrap_xq2map, ) diff --git a/validphys2/src/validphys/cuts/filters.yaml b/validphys2/src/validphys/cuts/filters.yaml index 0d2dbb845e..985c4ea345 100644 --- a/validphys2/src/validphys/cuts/filters.yaml +++ b/validphys2/src/validphys/cuts/filters.yaml @@ -279,6 +279,18 @@ description due to unknown reasons. rule: "abs_y <= 1.6" +- dataset: CMS_Z0J_13TEV_PT-M + reason: Avoid the region where resummation effects become important. + rule: "pT >= 30" + +- dataset: CMS_Z0J_13TEV_PT-M + reason: Avoid the region where EWK corrections are important. + rule: "pT <= 170" + +- dataset: CMS_Z0J_13TEV_PT-M + reason: Remove first invariant mass bin which is completely off for unknown reasons. + rule: "m_ll >= 76" + - dataset: ATLAS_Z0_8TEV_LOWMASS_M-Y reason: Avoid overlap with the high mass ATLAS2DDY8TEV dataset. local_variables: