From 5a79ae523933978b65185220f5b5d4b988d84e75 Mon Sep 17 00:00:00 2001 From: cetin Date: Mon, 9 Oct 2023 12:22:51 +0200 Subject: [PATCH] up and downstream --- B_updown.ipynb | 49 ++++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 44 insertions(+), 5 deletions(-) diff --git a/B_updown.ipynb b/B_updown.ipynb index 48ddbe5..6b7250a 100644 --- a/B_updown.ipynb +++ b/B_updown.ipynb @@ -241,6 +241,44 @@ "downstream_lost = ak.Array(downstream_lost)\n" ] }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
{energy: 4.62e+04,\n",
+       " brem_photons_pe: [3.26e+03, 4.45e+03, 178, 1.45e+04, 1.1e+03, 3.79e+03],\n",
+       " brem_vtx_z: [162, 187, 387, 487, 1.34e+03, 2.32e+03]}\n",
+       "-------------------------------------------------------------------------\n",
+       "type: {\n",
+       "    energy: float64,\n",
+       "    brem_photons_pe: var * float64,\n",
+       "    brem_vtx_z: var * float64\n",
+       "}
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "upstream_found[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 6, @@ -408,6 +446,7 @@ ], "source": [ "cutoff_energy=200\n", + "#possibly: instead of checking if any photons exceed the cutoff, use the sum of all photon energies to separate nobrem and brem\n", "\n", "upstream_brem_found = upstream_found[ak.any(upstream_found[\"brem_photons_pe\"]>=cutoff_energy,axis=1)]\n", "up_energy_found = ak.to_numpy(upstream_brem_found[\"energy\"])\n", @@ -471,12 +510,12 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { - "image/png": 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" ] @@ -493,7 +532,7 @@ "ax[0].hist(up_energyloss_lost, bins=100, density=True, alpha=0.5, histtype='bar', color=\"darkorange\", label=\"lost\")\n", "ax[0].hist(up_energyloss_found, bins=100, density=True, alpha=0.5, histtype='bar', color=\"blue\", label=\"found\")\n", "ax[0].set_xticks(np.arange(0,1.1,0.1), minor=True,)\n", - "ax[0].set_yticks(np.arange(0,10,1), minor=True)\n", + "ax[0].set_yticks(np.arange(0,11,1), minor=True)\n", "ax[0].set_xlabel(r\"$E_\\gamma/E_0$\")\n", "ax[0].set_ylabel(\"counts (normed)\")\n", "ax[0].set_title(\"Upstream\")\n", @@ -503,7 +542,7 @@ "ax[1].hist(down_energyloss_lost, bins=100, density=True, alpha=0.5, histtype='bar', color=\"darkorange\", label=\"lost\")\n", "ax[1].hist(down_energyloss_found, bins=100, density=True, alpha=0.5, histtype='bar', color=\"blue\", label=\"found\")\n", "ax[1].set_xticks(np.arange(0,1.1,0.1), minor=True,)\n", - "ax[1].set_yticks(np.arange(0,15,1), minor=True)\n", + "ax[1].set_yticks(np.arange(0,11,1), minor=True)\n", "ax[1].set_xlabel(r\"$E_\\gamma/E_0$\")\n", "ax[1].set_ylabel(\"counts (normed)\")\n", "ax[1].set_title(\"Downstream\")\n", @@ -511,7 +550,7 @@ "ax[1].grid()\n", "\n", "\"\"\"\n", - "\n", + "electrons that lose most of their energy downstream are almost always lost\n", "\"\"\"\n", "fig.suptitle(r\"$B\\rightarrow K^\\ast ee$, $p>5$GeV, only photons w/ brem_vtx_z$<9500$mm\")\n", "plt.show()"