From 8452bb35f3509d87ba4952987e599ff6d3ba374e Mon Sep 17 00:00:00 2001 From: Andre Lessa Date: Mon, 22 Jan 2024 16:56:58 -0300 Subject: [PATCH] Updated Example.ipynb --- Example.ipynb | 2059 ++++++++++++++++++++++++++++++++++++++++++------- 1 file changed, 1763 insertions(+), 296 deletions(-) diff --git a/Example.ipynb b/Example.ipynb index 5eb15ef9a..7d863feba 100644 --- a/Example.ipynb +++ b/Example.ipynb @@ -33,279 +33,1746 @@ "name": "stderr", "output_type": "stream", "text": [ - "WARNING in databaseObj.fetchFromScratch() in 692: downloading the database from https://smodels.github.io/database/official300-beta and caching in /home/lessa/.cache/smodels. If you want the pickled database file to be cached in a different location, set the environment variable SMODELS_CACHEDIR, e.g. to '/tmp'.\n", - "INFO in databaseObj.fetchFromScratch() in 693: need to fetch https://smodels.web.cern.ch/smodels/database/official300-beta.pcl and store in /home/lessa/.cache/smodels/official300-beta.pcl. size is 1013.4MB.\n" + "INFO in databaseObj.loadBinaryFile() in 542: loading binary db file /home/lessa/.cache/smodels/official300-beta.pcl format version 214\n", + "INFO in databaseObj.loadBinaryFile() in 549: Loaded database from /home/lessa/.cache/smodels/official300-beta.pcl in 2.1 secs.\n" + ] + } + ], + "source": [ + "# Set the path to the database\n", + "database = Database('official')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c38e24dd", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO in model.updateParticles() in 415: Loaded 62 BSM particles\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "loading >...................................................done.\n" + "\n", + " Decomposition done in 2.36m\n", + "\n", + " Decomposition Results: \n", + "\t Total number of topologies: 63 \n", + "\t Total number of elements = 27881 \n", + "\t\t 110110101000 topology = \n", + "\t\t 0-th element = (PV > N1,C1-(2)), (C1-(2) > N1~,e-,nu)\n", + "\t\t\twith final states = [1, 3, 4, 5] \n", + "\t\t\twith cross section = ['1.30E+01 [TeV]:7.03E-03 [pb] (-1000024, 1000022)', '8.00E+00 [TeV]:4.03E-03 [pb] (-1000024, 1000022)'] \n", + "\t\t\tand masses = [None, 6.81E+01 [GeV], 1.34E+02 [GeV], 6.81E+01 [GeV], 5.00E-01 [MeV], 0.00E+00 [MeV]]\n" ] - }, + } + ], + "source": [ + "# Load the BSM model\n", + "runtime.modelFile = \"smodels.share.models.mssm\"\n", + "BSMList = load()\n", + "model = Model(BSMparticles=BSMList, SMparticles=SMList)\n", + "slhafile = 'inputFiles/slha/lightEWinos.slha'\n", + "model.updateParticles(inputFile=slhafile,ignorePromptQNumbers = ['eCharge','spin'])\n", + "\n", + "# Set main options for decomposition\n", + "sigmacut = 0.001*fb\n", + "mingap = 5.*GeV\n", + "\n", + "t0 = time.time()\n", + "# Decompose model\n", + "topDict = decomposer.decompose(model, sigmacut,\n", + " massCompress=True, invisibleCompress=True,\n", + " minmassgap=mingap)\n", + "\n", + "# Access basic information from decomposition, using the topology list and topology objects:\n", + "print(\"\\n Decomposition done in %1.2fm\" %((time.time()-t0)/60.))\n", + "print(\"\\n Decomposition Results: \")\n", + "print(\"\\t Total number of topologies: %i \" % len(topDict))\n", + "nel = len(topDict.getSMSList())\n", + "print(\"\\t Total number of elements = %i \" % nel)\n", + "# Print information about the m-th topology:\n", + "m = 2\n", + "if len(topDict) > m:\n", + " cName = sorted(topDict.keys())[m]\n", + " elementList = topDict[cName]\n", + " print(\"\\t\\t %i topology = \" % cName)\n", + " # Print information about the n-th element in the m-th topology:\n", + " n = 0\n", + " el = elementList[n]\n", + " print(\"\\t\\t %i-th element = \" % (n), el, end=\"\")\n", + " print(\"\\n\\t\\t\\twith final states =\", el.getFinalStates(), \"\\n\\t\\t\\twith cross section =\", el.weightList, \"\\n\\t\\t\\tand masses = \", el.mass)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6b0a8565", + "metadata": {}, + "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "INFO in databaseObj.fetchFromScratch() in 717: fetched https://smodels.web.cern.ch/smodels/database/official300-beta.pcl in 97 secs.\n", - "INFO in databaseObj.loadBinaryFile() in 527: loading binary db file /home/lessa/.cache/smodels/official300-beta.pcl format version 214\n", - "INFO in databaseObj.loadBinaryFile() in 534: Loaded database from /home/lessa/.cache/smodels/official300-beta.pcl in 1.1 secs.\n" + "(PV > inv,inv)\n" ] + }, + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "%3\n", + "\n", + "\n", + "\n", + "0\n", + "\n", + "PV\n", + "\n", + "\n", + "\n", + "1\n", + "\n", + "inv\n", + "\n", + "\n", + "\n", + "0->1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "2\n", + "\n", + "inv\n", + "\n", + "\n", + "\n", + "0->2\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "# Set the path to the database\n", - "database = Database('official')" + "sms = topDict.getSMSList()[3]\n", + "print(sms)\n", + "sms.draw()" ] }, { "cell_type": "code", "execution_count": 5, - "id": "c38e24dd", + "id": "25b20426", "metadata": {}, "outputs": [ { - "name": "stderr", + "name": "stdout", "output_type": "stream", "text": [ - "INFO in model.updateParticles() in 415: Loaded 62 BSM particles\n" + "\n", + " Loaded Database with 101 UL results and 56 EM results \n" ] - }, + } + ], + "source": [ + "# Load the experimental results to be used.\n", + "# In this case, all results are employed.\n", + "listOfExpRes = database.getExpResults()\n", + "\n", + "t0 = time.time()\n", + "# Print basic information about the results loaded.\n", + "# Count the number of loaded UL and EM experimental results:\n", + "nUL, nEM = 0, 0\n", + "for exp in listOfExpRes:\n", + " expType = exp.datasets[0].dataInfo.dataType\n", + " if expType == 'upperLimit':\n", + " nUL += 1\n", + " elif expType == 'efficiencyMap':\n", + " nEM += 1\n", + "print(\"\\n Loaded Database with %i UL results and %i EM results \" % (nUL, nEM))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "15890a99-d12f-4039-9951-6ab27c8543a2", + "metadata": {}, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", - " Decomposition done in 0.04m\n", + " Theory Predictions and Constraints:\n", + "\n", + " ATLAS-SUSY-2019-09 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 2.63E+00 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 5.49E+02 [fb]\n", + "r = 4.783E+00\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-09 \n", + "------------------------\n", + "Dataset = SRhigh_0Jf1\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 3.47E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.20E-01 [fb]\n", + "r = 2.888E+00\n", + "L_BSM, L_SM, L_max = 2.298E-09, 8.011E-03, 8.158E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-19-006-agg \n", + "------------------------\n", + "Dataset = AR13\n", + "TxNames = ['T1bbbb', 'T1tttt', 'T2']\n", + "Theory Prediction = 1.00E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.74E-01 [fb]\n", + "r = 2.680E+00\n", + "L_BSM, L_SM, L_max = 1.390E-11, 6.777E-04, 8.392E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 1.40E+00 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 1.17E+03 [fb]\n", + "r = 1.204E+00\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-019 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 7.63E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.31E+00 [fb]\n", + "r = 8.192E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-033 \n", + "------------------------\n", + "Dataset = SR8_Njet5_Nb3_HT500_MHT500\n", + "TxNames = ['T1', 'T1bbbb', 'T1tttt', 'T2', 'TGQ']\n", + "Theory Prediction = 3.95E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.00E-01 [fb]\n", + "r = 7.890E-01\n", + "L_BSM, L_SM, L_max = 9.776E-04, 4.413E-03, 4.413E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-12 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 1.40E+00 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 1.83E+03 [fb]\n", + "r = 7.657E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-024 \n", + "------------------------\n", + "Dataset = MET4_HT2_nb3\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 1.65E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.25E-01 [fb]\n", + "r = 3.871E-01\n", + "L_BSM, L_SM, L_max = 1.674E-02, 2.635E-02, 2.635E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-004 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 7.11E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.16E+01 [fb]\n", + "r = 3.286E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-18 \n", + "------------------------\n", + "Dataset = SR-0l-4j-B\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 1.03E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.20E-01 [fb]\n", + "r = 3.219E-01\n", + "L_BSM, L_SM, L_max = 9.762E-02, 6.107E-02, 9.931E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-028 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 7.63E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.68E+01 [fb]\n", + "r = 2.845E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-07 \n", + "------------------------\n", + "Dataset = 5j_Meff_1600\n", + "TxNames = ['T1', 'T2', 'T5GQ', 'T5WWoff', 'TGQ']\n", + "Theory Prediction = 2.78E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.27E+00 [fb]\n", + "r = 2.187E-01\n", + "L_BSM, L_SM, L_max = 9.644E-04, 9.077E-04, 9.778E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-18 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 7.11E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.82E+01 [fb]\n", + "r = 1.859E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-012 \n", + "------------------------\n", + "Dataset = 8NJetinf_1500HTinf_200MHTinf\n", + "TxNames = ['T1', 'T1bbbb', 'T1tttt', 'T2', 'T5WWoff', 'TChiWZ']\n", + "Theory Prediction = 6.08E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.72E-01 [fb]\n", + "r = 1.289E-01\n", + "L_BSM, L_SM, L_max = 2.022E-02, 2.219E-02, 2.219E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-04 \n", + "------------------------\n", + "Dataset = GtGrid_SR_8ij80_0bjet\n", + "TxNames = ['T1bbbb', 'T1tttt', 'T5WWoff']\n", + "Theory Prediction = 2.04E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.72E-01 [fb]\n", + "r = 7.503E-02\n", + "L_BSM, L_SM, L_max = 1.598E-01, 1.277E-01, 1.800E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-06 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 2.63E+00 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 3.80E+04 [fb]\n", + "r = 6.917E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-02 \n", + "------------------------\n", + "Dataset = SR4jlm\n", + "TxNames = ['T1', 'T2']\n", + "Theory Prediction = 6.63E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.33E+01 [fb]\n", + "r = 4.985E-02\n", + "L_BSM, L_SM, L_max = 2.972E-05, 2.856E-05, 3.107E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-09 \n", + "------------------------\n", + "Dataset = SR3B\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 7.66E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.76E-01 [fb]\n", + "r = 4.353E-02\n", + "L_BSM, L_SM, L_max = 1.224E-01, 1.321E-01, 1.321E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-14-010 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.75E+01 [fb]\n", + "r = 3.835E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-20-001 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.49E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 4.74E-01 [fb]\n", + "r = 3.156E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-048 \n", + "------------------------\n", + "Dataset = stop_lowMET_PT_12to20\n", + "TxNames = ['TChiWZoff']\n", + "Theory Prediction = 2.50E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.96E-01 [fb]\n", + "r = 2.514E-02\n", + "L_BSM, L_SM, L_max = 1.298E-03, 1.135E-03, 3.272E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-09 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.90E+01 [fb]\n", + "r = 2.314E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-12 \n", + "------------------------\n", + "Dataset = SR0tau_a_Bin16\n", + "TxNames = ['TChiWZ', 'TChiWZoff']\n", + "Theory Prediction = 5.87E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.56E-01 [fb]\n", + "r = 2.292E-02\n", + "L_BSM, L_SM, L_max = 4.192E-02, 4.315E-02, 4.315E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-013 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.36E+01 [fb]\n", + "r = 1.997E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-007 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.45E+01 [fb]\n", + "r = 1.941E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-007 \n", + "------------------------\n", + "Dataset = mu250Nb3\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 2.92E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.56E-01 [fb]\n", + "r = 1.874E-02\n", + "L_BSM, L_SM, L_max = 6.338E-02, 6.704E-02, 6.704E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-013 \n", + "------------------------\n", + "Dataset = SR28_HighPt\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 4.71E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.58E-01 [fb]\n", + "r = 1.829E-02\n", + "L_BSM, L_SM, L_max = 1.091E-01, 1.098E-01, 1.098E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-004 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 5.20E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.90E+01 [fb]\n", + "r = 1.796E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-PAS-SUS-13-016 \n", + "------------------------\n", + "Dataset = sr0\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 2.47E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.11E-01 [fb]\n", + "r = 1.170E-02\n", + "L_BSM, L_SM, L_max = 1.380E-01, 1.387E-01, 1.387E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-18 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1bbbb']\n", + "Theory Prediction = 5.20E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.82E+01 [fb]\n", + "r = 1.078E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-24 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 2.24E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 2.25E+00 [fb]\n", + "r = 9.985E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-039-agg \n", + "------------------------\n", + "Dataset = AR9\n", + "TxNames = ['TChiWZ', 'TChiWZoff']\n", + "Theory Prediction = 1.33E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 1.38E+00 [fb]\n", + "r = 9.597E-03\n", + "L_BSM, L_SM, L_max = 5.693E-04, 5.476E-04, 1.261E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-019 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 7.62E+01 [fb]\n", + "r = 8.796E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-PAS-SUS-13-016 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.10E+01 [fb]\n", + "r = 7.369E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-012 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.85E+01 [fb]\n", + "r = 6.806E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-24 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.61E-03 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.48E+02 [fb]\n", + "r = 6.493E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-04 \n", + "------------------------\n", + "Dataset = SRhigh\n", + "TxNames = ['TStauStau']\n", + "Theory Prediction = 3.17E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.00E-02 [fb]\n", + "r = 6.343E-03\n", + "L_BSM, L_SM, L_max = 1.362E-02, 1.372E-02, 1.372E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-24 \n", + "------------------------\n", + "Dataset = SR2-SF-tight\n", + "TxNames = ['TSmuSmu']\n", + "Theory Prediction = 1.77E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.90E-01 [fb]\n", + "r = 6.093E-03\n", + "L_BSM, L_SM, L_max = 1.775E-02, 1.780E-02, 1.780E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-04 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TStauStau']\n", + "Theory Prediction = 1.52E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.94E+00 [fb]\n", + "r = 5.176E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-05-ewk \n", + "------------------------\n", + "Dataset = SRLow_2_cuts\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.60E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.30E-02 [fb]\n", + "r = 4.898E-03\n", + "L_BSM, L_SM, L_max = 1.804E-02, 1.814E-02, 1.814E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-004 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.40E+02 [fb]\n", + "r = 4.803E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-09 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 6.49E+01 [fb]\n", + "r = 4.302E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-17-009 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.49E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 3.56E+00 [fb]\n", + "r = 4.195E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-11 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.04E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 2.72E+00 [fb]\n", + "r = 3.822E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-32 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.49E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 3.96E+00 [fb]\n", + "r = 3.777E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.04E-05 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 2.82E+00 [fb]\n", + "r = 3.690E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-012 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1']\n", + "Theory Prediction = 2.03E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.62E+01 [fb]\n", + "r = 3.607E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-024 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.02E+02 [fb]\n", + "r = 3.313E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2015-06 \n", + "------------------------\n", + "Dataset = SR5j\n", + "TxNames = ['T1', 'T2']\n", + "Theory Prediction = 5.48E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.79E+00 [fb]\n", + "r = 3.063E-03\n", + "L_BSM, L_SM, L_max = 7.167E-03, 7.215E-03, 7.215E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-32 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWW']\n", + "Theory Prediction = 4.31E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.41E+02 [fb]\n", + "r = 3.044E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-02 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1']\n", + "Theory Prediction = 2.03E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 6.82E+01 [fb]\n", + "r = 2.969E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-17-009 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSmuSmu']\n", + "Theory Prediction = 1.49E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.15E+00 [fb]\n", + "r = 2.904E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-08 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.19E+02 [fb]\n", + "r = 2.785E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-019 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1']\n", + "Theory Prediction = 2.03E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 7.46E+01 [fb]\n", + "r = 2.714E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-11 \n", + "------------------------\n", + "Dataset = mT2-150-SF\n", + "TxNames = ['TChiWW', 'TSlepSlep']\n", + "Theory Prediction = 7.26E-07 [pb]\n", + "Condition Violation = [0.0]\n", + "UL for theory prediction = 2.68E-01 [fb]\n", + "r = 2.709E-03\n", + "L_BSM, L_SM, L_max = 1.269E-01, 1.270E-01, 1.270E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-08 \n", + "------------------------\n", + "Dataset = SR_MM_High_MCT\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 1.00E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.85E-02 [fb]\n", + "r = 2.603E-03\n", + "L_BSM, L_SM, L_max = 1.654E-01, 1.647E-01, 1.800E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = b_veto_SR0\n", + "TxNames = ['TChiWH', 'TChiWW', 'TChiWZ']\n", + "Theory Prediction = 3.89E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.57E-01 [fb]\n", + "r = 2.474E-03\n", + "L_BSM, L_SM, L_max = 1.698E-03, 1.701E-03, 1.701E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-17-004 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.18E+02 [fb]\n", + "r = 2.362E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-32 \n", + "------------------------\n", + "Dataset = SRDF_0d_cuts\n", + "TxNames = ['TChiWW']\n", + "Theory Prediction = 1.21E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.89E-02 [fb]\n", + "r = 2.058E-03\n", + "L_BSM, L_SM, L_max = 7.291E-03, 7.315E-03, 7.315E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2017-03 \n", + "------------------------\n", + "Dataset = SR3l_Int\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.73E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.00E-02 [fb]\n", + "r = 1.923E-03\n", + "L_BSM, L_SM, L_max = 1.905E-01, 1.911E-01, 1.911E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-20-001 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.46E+02 [fb]\n", + "r = 1.913E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-05 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.74E+02 [fb]\n", + "r = 1.607E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-17-004 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.82E+02 [fb]\n", + "r = 1.595E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-028 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1']\n", + "Theory Prediction = 2.03E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.29E+02 [fb]\n", + "r = 1.575E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2017-03 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.81E+02 [fb]\n", + "r = 1.545E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-12 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.64E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.12E+02 [fb]\n", + "r = 1.465E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-23 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.20E+02 [fb]\n", + "r = 1.453E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-039 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.04E+02 [fb]\n", + "r = 1.368E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWW']\n", + "Theory Prediction = 4.31E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.17E+02 [fb]\n", + "r = 1.360E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.49E+02 [fb]\n", + "r = 1.359E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-028 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1tttt']\n", + "Theory Prediction = 6.70E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.11E+02 [fb]\n", + "r = 1.311E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-043 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.71E+02 [fb]\n", + "r = 1.295E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 3.59E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.81E+02 [fb]\n", + "r = 1.277E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-033 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 4.46E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.69E+01 [fb]\n", + "r = 1.210E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-034 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.32E+02 [fb]\n", + "r = 1.203E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-11 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.64E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.39E+02 [fb]\n", + "r = 1.181E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-02 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TSlepSlep']\n", + "Theory Prediction = 1.49E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.30E+01 [fb]\n", + "r = 1.151E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-06 \n", + "------------------------\n", + "Dataset = SR_ISR\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.47E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.28E-01 [fb]\n", + "r = 1.150E-03\n", + "L_BSM, L_SM, L_max = 6.804E-03, 6.772E-03, 1.380E-02\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-19-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 4.46E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.01E+01 [fb]\n", + "r = 1.114E-03\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-036 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 4.46E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.81E+01 [fb]\n", + "r = 9.274E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-18-007 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 7.19E+02 [fb]\n", + "r = 8.489E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 1.64E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.95E+02 [fb]\n", + "r = 8.447E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-06 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.32E+02 [fb]\n", + "r = 8.420E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2019-09 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 8.07E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.21E+03 [fb]\n", + "r = 6.680E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-039 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 9.96E+02 [fb]\n", + "r = 6.124E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWZ']\n", + "Theory Prediction = 2.79E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.73E+02 [fb]\n", + "r = 5.902E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-22 \n", + "------------------------\n", + "Dataset = SR2j_1600\n", + "TxNames = ['T2']\n", + "Theory Prediction = 7.24E-07 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.55E+00 [fb]\n", + "r = 4.672E-04\n", + "L_BSM, L_SM, L_max = 2.260E-05, 2.261E-05, 2.261E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-045 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 6.10E-04 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.36E+03 [fb]\n", + "r = 4.482E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-32 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWW']\n", + "Theory Prediction = 9.27E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.60E+02 [fb]\n", + "r = 3.569E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-22 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 2.54E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 8.90E+01 [fb]\n", + "r = 2.851E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-019 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 6.73E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.05E+01 [fb]\n", + "r = 2.202E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-02 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 6.73E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.66E+01 [fb]\n", + "r = 1.445E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-12-028 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 6.73E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 5.87E+01 [fb]\n", + "r = 1.146E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-22 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 1.93E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.76E+02 [fb]\n", + "r = 1.093E-04\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-012 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 6.73E-06 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 7.93E+01 [fb]\n", + "r = 8.486E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWW']\n", + "Theory Prediction = 9.27E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.25E+03 [fb]\n", + "r = 7.413E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-07 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 2.54E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.83E+02 [fb]\n", + "r = 6.621E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2013-02 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T1']\n", + "Theory Prediction = 1.53E+00 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.33E+07 [fb]\n", + "r = 6.559E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2016-07 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['T2']\n", + "Theory Prediction = 1.93E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 4.84E+02 [fb]\n", + "r = 3.983E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Decomposition Results: \n", - "\t Total number of topologies: 30 \n", - "\t Total number of elements = 1742 \n", - "\t\t 110110101000 topology = \n", - "\t\t 0-th element = (PV > N1,C1-(1)), (C1-(1) > N1~,e-,nu)\n", - "\t\t\twith final states = [1, 3, 4, 5] \n", - "\t\t\twith cross section = ['1.30E+01 [TeV]:7.03E-03 [pb] (-1000024, 1000022)', '8.00E+00 [TeV]:4.03E-03 [pb] (-1000024, 1000022)'] \n", - "\t\t\tand masses = [None, 6.81E+01 [GeV], 1.34E+02 [GeV], 6.81E+01 [GeV], 5.00E-01 [MeV], 0.00E+00 [MeV]]\n" - ] - } - ], - "source": [ - "# Load the BSM model\n", - "runtime.modelFile = \"smodels.share.models.mssm\"\n", - "BSMList = load()\n", - "model = Model(BSMparticles=BSMList, SMparticles=SMList)\n", - "slhafile = 'inputFiles/slha/lightEWinos.slha'\n", - "model.updateParticles(inputFile=slhafile,ignorePromptQNumbers = ['eCharge','spin'])\n", - "\n", - "# Set main options for decomposition\n", - "sigmacut = 0.001*fb\n", - "mingap = 5.*GeV\n", - "\n", - "t0 = time.time()\n", - "# Decompose model\n", - "topDict = decomposer.decompose(model, sigmacut,\n", - " massCompress=True, invisibleCompress=True,\n", - " minmassgap=mingap)\n", - "\n", - "# Access basic information from decomposition, using the topology list and topology objects:\n", - "print(\"\\n Decomposition done in %1.2fm\" %((time.time()-t0)/60.))\n", - "print(\"\\n Decomposition Results: \")\n", - "print(\"\\t Total number of topologies: %i \" % len(topDict))\n", - "nel = len(topDict.getSMSList())\n", - "print(\"\\t Total number of elements = %i \" % nel)\n", - "# Print information about the m-th topology:\n", - "m = 2\n", - "if len(topDict) > m:\n", - " cName = sorted(topDict.keys())[m]\n", - " elementList = topDict[cName]\n", - " print(\"\\t\\t %i topology = \" % cName)\n", - " # Print information about the n-th element in the m-th topology:\n", - " n = 0\n", - " el = elementList[n]\n", - " print(\"\\t\\t %i-th element = \" % (n), el, end=\"\")\n", - " print(\"\\n\\t\\t\\twith final states =\", el.getFinalStates(), \"\\n\\t\\t\\twith cross section =\", el.weightList, \"\\n\\t\\t\\tand masses = \", el.mass)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "6b0a8565", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(PV > N1,C1-(1)), (C1-(1) > N1~,mu-,nu)\n" - ] - }, - { - "data": { - "image/svg+xml": [ - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "%3\n", - "\n", - "\n", - "\n", - "0\n", - "\n", - "PV\n", - "\n", - "\n", - "\n", - "1\n", - "\n", - "N1\n", - "\n", - "\n", - "\n", - "0->1\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "2\n", - "\n", - "C1-\n", - "\n", - "\n", - "\n", - "0->2\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "3\n", - "\n", - "N1~\n", - "\n", - "\n", - "\n", - "2->3\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "4\n", - "\n", - "mu-\n", - "\n", - "\n", - "\n", - "2->4\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "5\n", - "\n", - "nu\n", - "\n", - "\n", - "\n", - "2->5\n", - "\n", - "\n", - "\n", - "\n", - "\n" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sms = topDict.getSMSList()[3]\n", - "print(sms)\n", - "sms.draw()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "25b20426", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ + " Theory Predictions done in 1.92m\n", "\n", - " Loaded Database with 97 UL results and 48 EM results \n", + " ATLAS-SUSY-2019-08 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 6.68E+02 [fb]\n", + "r = 3.224E-05\n", "\n", - " Theory Predictions and Constraints:\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " ATLAS-SUSY-2019-09 \n", + " Theory Predictions done in 1.92m\n", + "\n", + " ATLAS-SUSY-2018-23 \n", "------------------------\n", "Dataset = None\n", - "TxNames = ['TChiWZoff']\n", - "Theory Prediction = 2.63E+00 [pb]\n", - "Condition Violation = [0.0]\n", - "UL for theory prediction = 5.49E+02 [fb]\n", - "r = 4.783E+00\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 7.00E+02 [fb]\n", + "r = 3.078E-05\n", "\n", "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 0.09m\n", + " Theory Predictions done in 1.92m\n", "\n", - " ATLAS-SUSY-2019-09 \n", + " CMS-SUS-17-004 \n", "------------------------\n", - "Dataset = SRhigh_0Jf1\n", - "TxNames = ['TChiWZoff']\n", - "Theory Prediction = 3.47E-04 [pb]\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", "Condition Violation = None\n", - "UL for theory prediction = 1.20E-01 [fb]\n", - "r = 2.888E+00\n" - ] - }, - { - "ename": "AttributeError", - "evalue": "'DataSet' object has no attribute 'likelihood'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [9]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 39\u001b[0m \u001b[38;5;66;03m# Compute likelihoods for EM-type results:\u001b[39;00m\n\u001b[1;32m 40\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m dataset\u001b[38;5;241m.\u001b[39mgetType() \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mefficiencyMap\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[0;32m---> 41\u001b[0m \u001b[43mtheoryPrediction\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcomputeStatistics\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 42\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mL_BSM, L_SM, L_max = \u001b[39m\u001b[38;5;132;01m%1.3E\u001b[39;00m\u001b[38;5;124m, \u001b[39m\u001b[38;5;132;01m%1.3E\u001b[39;00m\u001b[38;5;124m, \u001b[39m\u001b[38;5;132;01m%1.3E\u001b[39;00m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m%\u001b[39m (theoryPrediction\u001b[38;5;241m.\u001b[39mlikelihood(),\n\u001b[1;32m 43\u001b[0m theoryPrediction\u001b[38;5;241m.\u001b[39mlsm(), theoryPrediction\u001b[38;5;241m.\u001b[39mlmax()))\n\u001b[1;32m 44\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m r \u001b[38;5;241m>\u001b[39m rmax:\n", - "File \u001b[0;32m~/smodels-graphs/smodels/matching/theoryPrediction.py:373\u001b[0m, in \u001b[0;36mTheoryPrediction.computeStatistics\u001b[0;34m(self, expected, allowNegativeSignals)\u001b[0m\n\u001b[1;32m 371\u001b[0m lumi \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdataset\u001b[38;5;241m.\u001b[39mgetLumi()\n\u001b[1;32m 372\u001b[0m nsig \u001b[38;5;241m=\u001b[39m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mxsection\u001b[38;5;241m*\u001b[39mlumi)\u001b[38;5;241m.\u001b[39masNumber()\n\u001b[0;32m--> 373\u001b[0m llhd \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdataset\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mlikelihood\u001b[49m(nsig, marginalize\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmarginalize,\n\u001b[1;32m 374\u001b[0m deltas_rel\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdeltas_rel,\n\u001b[1;32m 375\u001b[0m expected\u001b[38;5;241m=\u001b[39mexpected)\n\u001b[1;32m 376\u001b[0m llhd_sm \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdataset\u001b[38;5;241m.\u001b[39mlikelihood(nsig\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.0\u001b[39m, marginalize\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmarginalize,\n\u001b[1;32m 377\u001b[0m deltas_rel\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdeltas_rel,\n\u001b[1;32m 378\u001b[0m expected\u001b[38;5;241m=\u001b[39mexpected)\n\u001b[1;32m 379\u001b[0m llhd_max \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdataset\u001b[38;5;241m.\u001b[39mlmax(marginalize\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmarginalize,\n\u001b[1;32m 380\u001b[0m deltas_rel\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mdeltas_rel,\n\u001b[1;32m 381\u001b[0m allowNegativeSignals\u001b[38;5;241m=\u001b[39mallowNegativeSignals,\n\u001b[1;32m 382\u001b[0m expected\u001b[38;5;241m=\u001b[39mexpected)\n", - "\u001b[0;31mAttributeError\u001b[0m: 'DataSet' object has no attribute 'likelihood'" + "UL for theory prediction = 1.04E+03 [fb]\n", + "r = 2.076E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-13-006 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 1.23E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 6.17E+02 [fb]\n", + "r = 1.996E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-18-007 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.21E+03 [fb]\n", + "r = 1.778E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-21-002 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.40E+03 [fb]\n", + "r = 1.536E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-039 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.68E+03 [fb]\n", + "r = 1.284E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-045 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 1.94E+03 [fb]\n", + "r = 1.110E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n", + "\n", + " CMS-SUS-16-043 \n", + "------------------------\n", + "Dataset = None\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 2.16E-05 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 2.06E+03 [fb]\n", + "r = 1.047E-05\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.92m\n" ] } ], "source": [ - "# Load the experimental results to be used.\n", - "# In this case, all results are employed.\n", - "listOfExpRes = database.getExpResults()\n", - "\n", - "t0 = time.time()\n", - "# Print basic information about the results loaded.\n", - "# Count the number of loaded UL and EM experimental results:\n", - "nUL, nEM = 0, 0\n", - "for exp in listOfExpRes:\n", - " expType = exp.datasets[0].dataInfo.dataType\n", - " if expType == 'upperLimit':\n", - " nUL += 1\n", - " elif expType == 'efficiencyMap':\n", - " nEM += 1\n", - "print(\"\\n Loaded Database with %i UL results and %i EM results \" % (nUL, nEM))\n", - "\n", "# Compute the theory predictions for each experimental result and print them:\n", "print(\"\\n Theory Predictions and Constraints:\")\n", "rmax = 0.\n", @@ -349,7 +1816,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "id": "6ec0ae0d", "metadata": {}, "outputs": [], @@ -360,7 +1827,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "c4ca4d6c", "metadata": {}, "outputs": [ @@ -368,7 +1835,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "(PV > N2(1),C1+(2)), (N2(1) > N1,mu-,mu+), (C1+(2) > N1,e+,nu)\n", + "(PV > N2(1),C1+(2)), (N2(1) > N1,mu+,mu-), (C1+(2) > N1,e+,nu)\n", "5.91E-03 [pb]\n" ] }, @@ -381,118 +1848,118 @@ "\n", "\n", - "\n", - "\n", + "\n", + "\n", "%3\n", - "\n", + "\n", "\n", "\n", "0\n", - "\n", - "PV\n", + "\n", + "PV\n", "\n", "\n", "\n", "1\n", - "\n", - "N2\n", + "\n", + "N2\n", "\n", "\n", "\n", "0->1\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "2\n", - "\n", - "C1+\n", + "\n", + "C1+\n", "\n", "\n", "\n", "0->2\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "3\n", - "\n", - "N1\n", + "\n", + "N1\n", "\n", "\n", "\n", "1->3\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "4\n", - "\n", - "mu-\n", - "\n", - "\n", - "\n", - "1->4\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", - "\n", + "\n", "5\n", - "\n", - "mu+\n", + "\n", + "mu-\n", "\n", "\n", "\n", "1->5\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "4\n", + "\n", + "mu+\n", + "\n", + "\n", + "\n", + "1->4\n", + "\n", + "\n", "\n", "\n", "\n", "6\n", - "\n", - "N1\n", + "\n", + "N1\n", "\n", "\n", "\n", "2->6\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "7\n", - "\n", - "e+\n", + "\n", + "e+\n", "\n", "\n", "\n", "2->7\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "8\n", - "\n", - "nu\n", + "\n", + "nu\n", "\n", "\n", "\n", "2->8\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -507,7 +1974,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "id": "571be06f", "metadata": {}, "outputs": [ @@ -518,9 +1985,9 @@ "\n", "\n", "Combined analyses: ATLAS-SUSY-2013-11,CMS-SUS-13-013\n", - "Combined r value: 2.183E-02\n", - "Combined r value (expected): 2.183E-02\n", - "Likelihoods: L, L_max, L_SM = 1.385E-02, 1.401E-02, 1.394E-02\n", + "Combined r value: 2.132E-02\n", + "Combined r value (expected): 2.044E-02\n", + "Likelihoods: L, L_max, L_SM = 1.385E-02, 1.394E-02, 1.394E-02\n", "\n", "\n", " Combination of analyses done in 0.00m\n" @@ -560,7 +2027,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "id": "127fa69d", "metadata": {}, "outputs": [ @@ -569,7 +2036,7 @@ "output_type": "stream", "text": [ "\n", - " Coverage done in 0.77m\n" + " Coverage done in 3.18m\n" ] } ], @@ -582,7 +2049,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 11, "id": "4e4a9e3a", "metadata": {}, "outputs": [ @@ -591,16 +2058,16 @@ "output_type": "stream", "text": [ "\n", - "Total cross-section for missing topologies (fb): 1.120E+04\n", + "Total cross-section for missing topologies (fb): 1.134E+04\n", "\n", "\n", "Total cross-section for missing topologies with displaced decays (fb): 0.000E+00\n", "\n", "\n", - "Total cross-section for missing topologies with prompt decays (fb): 1.399E+04\n", + "Total cross-section for missing topologies with prompt decays (fb): 1.468E+04\n", "\n", "\n", - "Total cross-section for topologies outside the grid (fb): 3.746E+03\n", + "Total cross-section for topologies outside the grid (fb): 3.766E+03\n", "\n" ] } @@ -615,7 +2082,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 12, "id": "6fa1c9d3", "metadata": {}, "outputs": [ @@ -624,12 +2091,12 @@ "output_type": "stream", "text": [ "Missing topologies (up to 3):\n", - "Element: (PV > MET,MET,jet,jet,l,nu)\n", - "\tcross-section (fb): 1203.8783553949456\n", - "Element: (PV > MET,MET,jet,jet,ta,nu)\n", - "\tcross-section (fb): 600.4536496545026\n", - "Element: (PV > MET,MET,jet,jet,jet,jet,t,b,b,b)\n", - "\tcross-section (fb): 515.0638147985978\n" + "Element: PV > (jet,jet,MET), (nu,l,MET)\n", + "\tcross-section (fb): 1203.688445123887\n", + "Element: PV > (jet,jet,MET), (nu,ta,MET)\n", + "\tcross-section (fb): 600.2542979266833\n", + "Element: PV > (jet,jet,MET), (b,b,MET)\n", + "\tcross-section (fb): 531.5502405476774\n" ] } ], @@ -647,7 +2114,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 13, "id": "5f564ea6", "metadata": {}, "outputs": [ @@ -697,7 +2164,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.10.12" } }, "nbformat": 4,