diff --git a/posts/cross_section_extrapolation_error.ipynb b/posts/cross_section_extrapolation_error.ipynb index 3e0feb0..256a832 100644 --- a/posts/cross_section_extrapolation_error.ipynb +++ b/posts/cross_section_extrapolation_error.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -36,85 +36,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 2, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array(['BARASHENKOV 61', 'BARASHENKOV 61', 'BARASHENKOV 61',\n", - " 'BARASHENKOV 61', 'BARASHENKOV 61', 'BARASHENKOV 61',\n", - " 'BARASHENKOV 61', 'BARASHENKOV 61', 'BARASHENKOV 61',\n", - " 'BARASHENKOV 61', 'BARASHENKOV 61', 'BARASHENKOV 61',\n", - " 'BARASHENKOV 61', 'BARASHENKOV 61', 'SCHWALLER 79', 'SCHWALLER 72',\n", - " 'CARVALHO 54', 'BARASHENKOV 61', 'BARASHENKOV 61',\n", - " 'BARASHENKOV 61', 'SCHWALLER 79', 'SCHWALLER 72', 'BARASHENKOV 61',\n", - " 'CARVALHO 54', 'BARASHENKOV 61', 'SHIMIZU 82B', 'SCHWALLER 79',\n", - " 'BARASHENKOV 61', 'SCHWALLER 72', 'BARASHENKOV 61', 'SCHWALLER 79',\n", - " 'SCHWALLER 72', 'SCHWALLER 79', 'DZHELEPOV 55', 'MARSHALL 53',\n", - " 'CHEN 56', 'SCHWALLER 72', 'MARSHALL 53B', 'SUTTON 55',\n", - " 'SHIMIZU 82B', 'SCHWALLER 79', 'SMITH 55', 'SCHWALLER 72',\n", - " 'DZHELEPOV 55', 'MESHCHERYAKO 56', 'DZHELEPOV 55', 'SCHWALLER 79',\n", - " 'SCHWALLER 79', 'SCHWALLER 72', 'BUGG 66', 'SHIMIZU 82B',\n", - " 'ELIOFF 59', 'SCHWALLER 72', 'DZHELEPOV 55', 'CHEN 56',\n", - " 'SCHWALLER 79', 'SCHWALLER 72', 'DZHELEPOV 55', 'DZHELEPOV 55',\n", - " 'SMITH 55', 'SHIMIZU 82B', 'DZHELEPOV 55', 'CHEN 56',\n", - " 'DZHELEPOV 55', 'GUZHAVIN 64B', 'BUGG 66', 'MESHCHERYAKO 56',\n", - " 'DZHELEPOV 55', 'SHIMIZU 82B', 'CHEN 56', 'BUGG 66', 'SHIMIZU 82B',\n", - " 'LONGO 62C', 'SMITH 55', 'CHEN 56', 'SHIMIZU 82B', 'CHEN 56',\n", - " 'JAROS 78', 'LAW 59', 'BUGG 66', 'ELIOFF 59', 'LONGO 62C',\n", - " 'BUGG 66', 'IGO 67', 'SHIMIZU 82B', 'SMITH 55', 'LONGO 62C',\n", - " 'BUGG 66', 'SHIMIZU 82B', 'CHEN 56', 'BUGG 66', 'SHIMIZU 82B',\n", - " 'LONGO 62C', 'BUGG 66', 'BUGG 66', 'SHIMIZU 82B', 'CHEN 56',\n", - " 'CHEN 56', 'BUGG 66', 'LONGO 62C', 'BUGG 66', 'CHEN 56', 'BUGG 66',\n", - " 'BUGG 66', 'BUGG 66', 'LONGO 62C', 'BUGG 66', 'BUGG 66', 'BUGG 66',\n", - " 'BUGG 66', 'CHEN 56', 'BUGG 66', 'BUGG 66', 'JAROS 78', 'BUGG 66',\n", - " 'LONGO 62C', 'BUGG 66', 'BUGG 66', 'BUGG 66', 'BUGG 66',\n", - " 'DIDDENS 62', 'BUGG 66', 'BUGG 66', 'BUGG 66', 'CHEN 56',\n", - " 'BUGG 66', 'LONGO 62C', 'HART 62', 'BUGG 66', 'BUGG 66',\n", - " 'COLETTI 67', 'BUGG 66', 'LONGO 62C', 'BLUE 62', 'JENNI 77',\n", - " 'BUGG 66', 'DIDDENS 62', 'BUGG 66', 'BUGG 66', 'BUGG 66',\n", - " 'BUGG 66', 'ALEXANDER 67', 'BUGG 66', 'DIDDENS 62', 'BUGG 66',\n", - " 'PARKS 66', 'GALBRAITH 65', 'JENNI 77', 'DIDDENS 62', 'BUGG 66',\n", - " 'TAYLOR 65', 'GALBRAITH 65', 'GINESTET 69', 'BELLETTINI 66',\n", - " 'ALMEIDA 68', 'JENNI 77', 'BELLETTINI 65', 'GALBRAITH 65',\n", - " 'ASHMORE 60', 'BLOBEL 73F', 'GALBRAITH 65', 'ASHMORE 60',\n", - " 'GALBRAITH 65', 'DENISOV 71', 'GALBRAITH 65', 'ASHMORE 60',\n", - " 'GALBRAITH 65', 'ASHMORE 60', 'BELLETTINI 65', 'BADIER 72',\n", - " 'DENISOV 71', 'BUSHNIN 73C', 'GALBRAITH 65', 'ASHMORE 60',\n", - " 'GALBRAITH 65', 'ASHMORE 60', 'CARROLL 76', 'CZAPEK 62',\n", - " 'BLOBEL 73F', 'BREITENLOHNE 63', 'DENISOV 71', 'ASHMORE 60',\n", - " 'BELLETTINI 65', 'ASHMORE 60', 'DENISOV 71', 'BUSHNIN 73C',\n", - " 'JABIOL 77', 'DENISOV 71', 'CARROLL 76', 'DENISOV 71',\n", - " 'BUSHNIN 73C', 'APOKIN 76', 'DENISOV 71', 'DENISOV 71',\n", - " 'CARROLL 76', 'CARROLL 74', 'BUSHNIN 73C', 'AMMOSOV 72',\n", - " 'APOKIN 76', 'DENISOV 71', 'DENISOV 71', 'BUSHNIN 73C',\n", - " 'AMMOSOV 72', 'CARROLL 76', 'BARTENEV 72', 'BARTENEV 72',\n", - " 'CARROLL 76', 'CARROLL 74', 'BRENNER 82', 'BROMBERG 73',\n", - " 'CARROLL 76', 'BARTENEV 72', 'BARTENEV 72', 'BRICK 82E',\n", - " 'CARROLL 76', 'CARROLL 74', 'CARROLL 76', 'BARTENEV 72',\n", - " 'BRENNER 82', 'BARTENEV 72', 'CARROLL 79', 'CARROLL 74',\n", - " 'BARISH 74', 'CARROLL 79', 'CARROLL 79', 'AMOS 85', 'FAVART 81',\n", - " 'BAKSAY 78', 'AMALDI 78', 'AMALDI 73C', 'EGGERT 75', 'KAFKA 79',\n", - " 'FIRESTONE 74', 'DAO 72', 'CARROLL 79', 'CARROLL 79', 'CARROLL 79',\n", - " 'BROMBERG 73', 'CARBONI 84', 'AMOS 85', 'BAKSAY 78', 'AMALDI 78',\n", - " 'AMALDI 73C', 'AMALDI 76C', 'FAVART 81', 'EGGERT 75', 'BAKSAY 78',\n", - " 'AMALDI 76C', 'AMALDI 78', 'BAKSAY 78', 'EGGERT 75', 'CARBONI 84',\n", - " 'AMOS 85', 'FAVART 81', 'BAKSAY 78', 'AMALDI 78', 'AMALDI 76C',\n", - " 'EGGERT 75', 'AMOS 85', 'AMALDI 76C', 'BAKSAY 78', 'CARBONI 84',\n", - " 'AMALDI 78', 'EGGERT 75', 'AMBROSIO 82', 'AIELLI 09', 'AIELLI 09',\n", - " 'AIELLI 09', 'AIELLI 09', 'AIELLI 09', 'TOTEM 19', 'HONDA 93',\n", - " 'TOTEM 11', 'TOTEM 13', 'TOTEM 13', 'ATLAS 14', 'TOTEM 13',\n", - " 'ATLAS 16', 'TOTEM 16', 'HONDA 93', 'HONDA 93', 'TOTEM 19',\n", - " 'TOTEM 19', 'HONDA 93', 'HONDA 93', 'HONDA 93', 'BALTRUSAITIS 84',\n", - " 'ABREU 12', 'ABBASI 15'], dtype=' Migrad \n", " \n", " \n", - " FCN = 94.02 (χ²/ndof = 0.7) \n", - " Nfcn = 1737 \n", + " FCN = 93.98 (χ²/ndof = 0.7) \n", + " Nfcn = 1948 \n", " \n", " \n", - " EDM = 0.000101 (Goal: 0.0002) \n", + " EDM = 0.000176 (Goal: 0.0002) \n", " time = 0.1 sec \n", " \n", " \n", @@ -201,8 +126,8 @@ "┌─────────────────────────────────────────────────────────────────────────┐\n", "│ Migrad │\n", "├──────────────────────────────────┬──────────────────────────────────────┤\n", - "│ FCN = 94.02 (χ²/ndof = 0.7) │ Nfcn = 1737 │\n", - "│ EDM = 0.000101 (Goal: 0.0002) │ time = 0.1 sec │\n", + "│ FCN = 93.98 (χ²/ndof = 0.7) │ Nfcn = 1948 │\n", + "│ EDM = 0.000176 (Goal: 0.0002) │ time = 0.1 sec │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", "│ Valid Minimum │ Below EDM threshold (goal x 10) │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", @@ -224,10 +149,10 @@ " \n", " \n", " FCN = 75.18 (χ²/ndof = 0.6) \n", - " Nfcn = 2586 \n", + " Nfcn = 2590 \n", " \n", " \n", - " EDM = 0.000146 (Goal: 0.0002) \n", + " EDM = 0.000118 (Goal: 0.0002) \n", " \n", " \n", " \n", @@ -248,8 +173,8 @@ "┌─────────────────────────────────────────────────────────────────────────┐\n", "│ Migrad │\n", "├──────────────────────────────────┬──────────────────────────────────────┤\n", - "│ FCN = 75.18 (χ²/ndof = 0.6) │ Nfcn = 2586 │\n", - "│ EDM = 0.000146 (Goal: 0.0002) │ │\n", + "│ FCN = 75.18 (χ²/ndof = 0.6) │ Nfcn = 2590 │\n", + "│ EDM = 0.000118 (Goal: 0.0002) │ │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", "│ Valid Minimum │ Below EDM threshold (goal x 10) │\n", "├──────────────────────────────────┼──────────────────────────────────────┤\n", @@ -264,7 +189,7 @@ }, { "data": { - "image/png": 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", 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", 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", + "image/png": 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" ] @@ -294,17 +219,20 @@ "sqrts = []\n", "sig = []\n", "sige = []\n", + "src = []\n", "\n", - "for plab, s, se, source in p_p_accelerator:\n", + "for plab, s, se, source in accelerator:\n", " if plab < 5:\n", " continue\n", " sqrts.append(FixedTarget(Momentum(plab * GeV), \"p\", \"p\").ecm)\n", " sig.append(s)\n", " sige.append(se)\n", + " src.append(source)\n", "\n", "sqrts = np.array(sqrts)\n", "sig = np.array(sig)\n", "sige = np.array(sige)\n", + "src = np.array(src)\n", "\n", "cost = LeastSquares(sqrts, sig, sige, compete)\n", "m = Minuit(cost, h=0.27, m=2.1, pab=34, rab1=13, rab2=7.4, eta1=0.451, eta2=0.549)\n", @@ -323,14 +251,14 @@ " sig[cost.mask],\n", " sige[cost.mask],\n", " fmt=\"o\",\n", - " label=\"PDG 2020 (accelerator measurements)\",\n", + " label=\"PDG 2022 (accelerator)\",\n", " )\n", " plt.errorbar(\n", - " [FixedTarget(Momentum(plab * GeV), \"p\", \"p\").ecm for plab in p_p_air_shower[\"plab\"]],\n", - " p_p_air_shower[\"sig\"],\n", - " p_p_air_shower[\"sige\"],\n", + " [FixedTarget(Momentum(plab * GeV), \"p\", \"p\").ecm for plab in air_shower[\"plab\"]],\n", + " air_shower[\"sig\"],\n", + " air_shower[\"sige\"],\n", " fmt=\"o\",\n", - " label=\"PDG 2020 (air shower measurements)\",\n", + " label=\"PDG 2022 (air shower)\",\n", " )\n", " msqrts = np.geomspace(10, 1e5, 1000)\n", " msig, cov_msig = propagate(lambda v: compete(msqrts, *v), val, cov)\n", @@ -340,21 +268,38 @@ " plt.semilogx()\n", " plt.xlabel(r\"$\\sqrt{s}$ / GeV\")\n", " plt.ylabel(\"inelastic cross-section / mb\")\n", - " plt.title(\n", - " rf\"uncertainty at 100 TeV = {msige[-1]:.0f} \"\n", - " rf\"mb ({msige[-1]/msig[-1] * 100:.1f} %)\"\n", - " )\n", " plt.legend(frameon=False, title=\"pp\", loc=\"upper left\")\n", - " plt.ylim(0, 200)\n", + " plt.ylim(0, 350)\n", + " plt.annotate(\n", + " f\"uncertainty {msige[-1]:.0f} mb ({msige[-1]/msig[-1] * 100:.1f} %)\",\n", + " (1e5, 250), xytext=(1e5, 300),\n", + " arrowprops={\"facecolor\": \"k\", \"width\": 1},\n", + " ha=\"right\"\n", + " )\n", + "\n", + " if emax == 1e6:\n", + " inax = plt.gca().inset_axes((0.12, 0.42, 0.3, 0.3))\n", + " mask = 1e3 < sqrts\n", + " sqrts_inset = sqrts[mask]\n", + " src_inset = src[mask]\n", + " x_inset = sqrts[mask]\n", + " res_inset = sig[mask] - compete(sqrts_inset, *val)\n", + " rese_inset = sige[mask]\n", + " # sort all arrays according to publication year\n", + " pub_year = [int(x.split()[1]) for x in src_inset]\n", + " ind = np.argsort(pub_year)\n", + " for x in (src_inset, sqrts_inset, x_inset, res_inset, rese_inset):\n", + " x[:] = x[ind]\n", + " inax.errorbar(src_inset, res_inset, rese_inset, fmt=\"o\")\n", + " inax.axhline(0, color=\"k\")\n", + " # inax.set_ylim(-5, 5)\n", + " inax.set_ylabel(\"residual / mb\")\n", + " inax.set_yticks(np.linspace(-6, 6, 7))\n", + " inax.tick_params(\"x\", rotation=90)\n", + " inax.tick_params(labelsize=\"small\")\n", + "\n", " plt.savefig(f\"cross_section_extrapolation_uncertainty_{np.log10(emax):.0f}.pdf\")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {