From 38a35dcde9cc72c03ec7d25bad79af0f5bd655d3 Mon Sep 17 00:00:00 2001 From: Wolfgang Waltenberger Date: Thu, 31 Oct 2024 17:10:04 +0100 Subject: [PATCH] set pyhf backend also in Example.ipynb --- Example.ipynb | 566 ++++++++++++++++++++++++++------------------------ 1 file changed, 290 insertions(+), 276 deletions(-) diff --git a/Example.ipynb b/Example.ipynb index 622a23e81..1d282c7c0 100644 --- a/Example.ipynb +++ b/Example.ipynb @@ -26,6 +26,30 @@ { "cell_type": "code", "execution_count": 2, + "id": "40debffa-cf9b-439f-bbb7-a518007edca4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "## set the pyhf backend to pytorch. will fall back to numpy, if\n", + "## torch is not installed\n", + "from smodels.statistics.pyhfInterface import setBackend\n", + "setBackend(\"pytorch\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, "id": "ed387104", "metadata": {}, "outputs": [ @@ -33,8 +57,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "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" + "INFO in databaseObj.loadBinaryFile() in 551: loading binary db file /home/walten/.cache/smodels/official300.pcl format version 214\n", + "INFO in databaseObj.loadBinaryFile() in 558: Loaded database from /home/walten/.cache/smodels/official300.pcl in 3.0 secs.\n" ] } ], @@ -45,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "id": "c38e24dd", "metadata": {}, "outputs": [ @@ -53,7 +77,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO in model.updateParticles() in 415: Loaded 62 BSM particles\n" + "INFO in model.updateParticles() in 428: Loaded 62 BSM particles\n" ] }, { @@ -61,7 +85,7 @@ "output_type": "stream", "text": [ "\n", - " Decomposition done in 2.36m\n", + " Decomposition done in 1.13m\n", "\n", " Decomposition Results: \n", "\t Total number of topologies: 63 \n", @@ -113,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "id": "6b0a8565", "metadata": {}, "outputs": [ @@ -130,13 +154,12 @@ "\n", "\n", - "\n", - "\n", + "\n", "\n", "\n", - "%3\n", "\n", "\n", "\n", @@ -172,7 +195,7 @@ "\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -187,7 +210,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "id": "25b20426", "metadata": {}, "outputs": [ @@ -196,7 +219,7 @@ "output_type": "stream", "text": [ "\n", - " Loaded Database with 101 UL results and 56 EM results \n" + " Loaded Database with 112 UL results and 62 EM results \n" ] } ], @@ -220,7 +243,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "id": "15890a99-d12f-4039-9951-6ab27c8543a2", "metadata": {}, "outputs": [ @@ -238,27 +261,27 @@ "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", + "r = 4.784E+00\n", "\n", - "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-09 \n", "------------------------\n", "Dataset = SRhigh_0Jf1\n", "TxNames = ['TChiWZoff']\n", - "Theory Prediction = 3.47E-04 [pb]\n", + "Theory Prediction = 3.33E-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", + "UL for theory prediction = 1.11E-01 [fb]\n", + "r = 2.995E+00\n", + "L_BSM, L_SM, L_max = 6.178E-09, 8.011E-03, 8.158E-03\n", "\n", - "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-19-006-agg \n", "------------------------\n", @@ -270,10 +293,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-006 \n", "------------------------\n", @@ -284,10 +307,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-019 \n", "------------------------\n", @@ -298,10 +321,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-033 \n", "------------------------\n", @@ -313,10 +336,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-12 \n", "------------------------\n", @@ -327,10 +350,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-024 \n", "------------------------\n", @@ -342,10 +365,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-004 \n", "------------------------\n", @@ -356,10 +379,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-18 \n", "------------------------\n", @@ -371,10 +394,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-028 \n", "------------------------\n", @@ -385,10 +408,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-07 \n", "------------------------\n", @@ -400,10 +423,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-18 \n", "------------------------\n", @@ -414,10 +437,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-012 \n", "------------------------\n", @@ -429,10 +452,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-04 \n", "------------------------\n", @@ -444,10 +467,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-06 \n", "------------------------\n", @@ -458,10 +481,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-02 \n", "------------------------\n", @@ -473,10 +496,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-09 \n", "------------------------\n", @@ -488,10 +511,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-14-010 \n", "------------------------\n", @@ -502,10 +525,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-20-001 \n", "------------------------\n", @@ -516,10 +539,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-048 \n", "------------------------\n", @@ -531,10 +554,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-09 \n", "------------------------\n", @@ -545,10 +568,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-12 \n", "------------------------\n", @@ -560,10 +583,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-013 \n", "------------------------\n", @@ -574,10 +597,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-007 \n", "------------------------\n", @@ -588,10 +611,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-007 \n", "------------------------\n", @@ -603,10 +626,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-013 \n", "------------------------\n", @@ -618,10 +641,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-004 \n", "------------------------\n", @@ -632,10 +655,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-PAS-SUS-13-016 \n", "------------------------\n", @@ -647,10 +670,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-18 \n", "------------------------\n", @@ -661,10 +684,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-24 \n", "------------------------\n", @@ -675,10 +698,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-039-agg \n", "------------------------\n", @@ -690,10 +713,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-019 \n", "------------------------\n", @@ -704,10 +727,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-PAS-SUS-13-016 \n", "------------------------\n", @@ -718,10 +741,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-012 \n", "------------------------\n", @@ -732,10 +755,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-24 \n", "------------------------\n", @@ -746,10 +769,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-04 \n", "------------------------\n", @@ -761,10 +784,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-24 \n", "------------------------\n", @@ -776,10 +799,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-04 \n", "------------------------\n", @@ -790,10 +813,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-05-ewk \n", "------------------------\n", @@ -805,10 +828,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-004 \n", "------------------------\n", @@ -819,10 +842,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-09 \n", "------------------------\n", @@ -833,10 +856,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-17-009 \n", "------------------------\n", @@ -847,10 +870,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-11 \n", "------------------------\n", @@ -861,10 +884,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-32 \n", "------------------------\n", @@ -875,10 +898,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-006 \n", "------------------------\n", @@ -889,10 +912,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-012 \n", "------------------------\n", @@ -903,10 +926,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-024 \n", "------------------------\n", @@ -917,10 +940,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2015-06 \n", "------------------------\n", @@ -932,10 +955,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-32 \n", "------------------------\n", @@ -946,10 +969,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-02 \n", "------------------------\n", @@ -960,10 +983,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-17-009 \n", "------------------------\n", @@ -974,10 +997,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-08 \n", "------------------------\n", @@ -988,10 +1011,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-019 \n", "------------------------\n", @@ -1002,10 +1025,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-11 \n", "------------------------\n", @@ -1017,25 +1040,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+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", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1047,10 +1055,25 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", + "\n", + " ATLAS-SUSY-2019-08 \n", + "------------------------\n", + "Dataset = SR_MM_High_MCT\n", + "TxNames = ['TChiWH']\n", + "Theory Prediction = 8.22E-08 [pb]\n", + "Condition Violation = None\n", + "UL for theory prediction = 3.34E-02 [fb]\n", + "r = 2.461E-03\n", + "L_BSM, L_SM, L_max = 1.653E-01, 1.647E-01, 1.800E-01\n", + "\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", + "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", + "\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-17-004 \n", "------------------------\n", @@ -1061,10 +1084,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-32 \n", "------------------------\n", @@ -1076,10 +1099,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2017-03 \n", "------------------------\n", @@ -1091,10 +1114,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-20-001 \n", "------------------------\n", @@ -1105,10 +1128,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-05 \n", "------------------------\n", @@ -1119,10 +1142,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-17-004 \n", "------------------------\n", @@ -1133,10 +1156,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-028 \n", "------------------------\n", @@ -1147,10 +1170,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2017-03 \n", "------------------------\n", @@ -1161,10 +1184,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-12 \n", "------------------------\n", @@ -1175,10 +1198,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-23 \n", "------------------------\n", @@ -1189,10 +1212,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-039 \n", "------------------------\n", @@ -1203,10 +1226,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1217,10 +1240,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1231,10 +1254,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-028 \n", "------------------------\n", @@ -1245,10 +1268,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-043 \n", "------------------------\n", @@ -1259,10 +1282,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-006 \n", "------------------------\n", @@ -1273,10 +1296,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-033 \n", "------------------------\n", @@ -1287,10 +1310,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-034 \n", "------------------------\n", @@ -1301,10 +1324,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-11 \n", "------------------------\n", @@ -1315,10 +1338,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-02 \n", "------------------------\n", @@ -1329,10 +1352,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-06 \n", "------------------------\n", @@ -1344,10 +1367,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-19-006 \n", "------------------------\n", @@ -1358,10 +1381,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-036 \n", "------------------------\n", @@ -1369,13 +1392,13 @@ "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", + "UL for theory prediction = 4.82E+01 [fb]\n", + "r = 9.268E-04\n", "\n", - "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-18-007 \n", "------------------------\n", @@ -1386,10 +1409,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-006 \n", "------------------------\n", @@ -1400,10 +1423,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-06 \n", "------------------------\n", @@ -1414,10 +1437,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-09 \n", "------------------------\n", @@ -1428,10 +1451,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-039 \n", "------------------------\n", @@ -1442,10 +1465,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1456,10 +1479,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-22 \n", "------------------------\n", @@ -1467,14 +1490,14 @@ "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", + "UL for theory prediction = 1.47E+00 [fb]\n", + "r = 4.913E-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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-045 \n", "------------------------\n", @@ -1485,10 +1508,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-32 \n", "------------------------\n", @@ -1499,10 +1522,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-22 \n", "------------------------\n", @@ -1513,10 +1536,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-019 \n", "------------------------\n", @@ -1527,10 +1550,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-02 \n", "------------------------\n", @@ -1541,10 +1564,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-12-028 \n", "------------------------\n", @@ -1555,10 +1578,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-22 \n", "------------------------\n", @@ -1569,10 +1592,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-012 \n", "------------------------\n", @@ -1583,10 +1606,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1597,10 +1620,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-07 \n", "------------------------\n", @@ -1611,10 +1634,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2013-02 \n", "------------------------\n", @@ -1625,10 +1648,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2016-07 \n", "------------------------\n", @@ -1639,10 +1662,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2019-08 \n", "------------------------\n", @@ -1653,10 +1676,10 @@ "UL for theory prediction = 6.68E+02 [fb]\n", "r = 3.224E-05\n", "\n", - "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " ATLAS-SUSY-2018-23 \n", "------------------------\n", @@ -1667,10 +1690,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-17-004 \n", "------------------------\n", @@ -1681,10 +1704,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-13-006 \n", "------------------------\n", @@ -1695,10 +1718,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-18-007 \n", "------------------------\n", @@ -1709,10 +1732,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-21-002 \n", "------------------------\n", @@ -1723,10 +1746,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-039 \n", "------------------------\n", @@ -1734,13 +1757,13 @@ "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", + "UL for theory prediction = 1.79E+03 [fb]\n", + "r = 1.206E-05\n", "\n", - "The largest r-value (theory/upper limit ratio) is 4.783E+00\n", + "The largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-045 \n", "------------------------\n", @@ -1751,10 +1774,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n", + " Theory Predictions done in 1.41m\n", "\n", " CMS-SUS-16-043 \n", "------------------------\n", @@ -1765,10 +1788,10 @@ "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 largest r-value (theory/upper limit ratio) is 4.784E+00\n", "(The input model is likely excluded by ATLAS-SUSY-2019-09)\n", "\n", - " Theory Predictions done in 1.92m\n" + " Theory Predictions done in 1.41m\n" ] } ], @@ -1816,7 +1839,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "id": "6ec0ae0d", "metadata": {}, "outputs": [], @@ -1827,7 +1850,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "id": "c4ca4d6c", "metadata": {}, "outputs": [ @@ -1845,13 +1868,12 @@ "\n", "\n", - "\n", - "\n", + "\n", "\n", "\n", - "%3\n", "\n", "\n", "\n", @@ -1959,7 +1981,7 @@ "\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1974,7 +1996,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "id": "571be06f", "metadata": {}, "outputs": [ @@ -2027,7 +2049,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "id": "127fa69d", "metadata": {}, "outputs": [ @@ -2036,7 +2058,7 @@ "output_type": "stream", "text": [ "\n", - " Coverage done in 3.18m\n" + " Coverage done in 1.62m\n" ] } ], @@ -2049,7 +2071,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "id": "4e4a9e3a", "metadata": {}, "outputs": [ @@ -2064,10 +2086,10 @@ "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): 1.468E+04\n", + "Total cross-section for missing topologies with prompt decays (fb): 1.467E+04\n", "\n", "\n", - "Total cross-section for topologies outside the grid (fb): 3.766E+03\n", + "Total cross-section for topologies outside the grid (fb): 3.774E+03\n", "\n" ] } @@ -2082,7 +2104,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "id": "6fa1c9d3", "metadata": {}, "outputs": [ @@ -2114,7 +2136,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "id": "5f564ea6", "metadata": {}, "outputs": [ @@ -2138,14 +2160,6 @@ "else:\n", " print(\"\\nNo displaced decays\")\n" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c77a2bae", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -2164,7 +2178,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.12.7" } }, "nbformat": 4,