From 9d2934a2bc153b22ecc939b6422b80b8a73bbff9 Mon Sep 17 00:00:00 2001
From: Nicolas Mantilla <nicolas2210707@correo.uis.edu.co>
Date: Sat, 31 Aug 2024 14:56:29 -0500
Subject: [PATCH] calculos

---
 .../code/difraccionElectrones.ipynb           | 122 ++++++++++++++++--
 1 file changed, 109 insertions(+), 13 deletions(-)

diff --git a/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb b/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
index fc5b8a8..d5bd93d 100644
--- a/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
+++ b/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 105,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -69,36 +69,132 @@
     "    lambda_B[i,1] = d[0]*anillos_electron.D2[i]/(4*Le)\n",
     "    error_lambda_B[i,0] = anillos_electron.D1[i]*dd/(2*Le) + d[0]*dL/(2*Le) + d[0]*anillos_electron.D1[i]*dL/(2*Le**2)\n",
     "    error_lambda_B[i,1] = anillos_electron.D2[i]*dd/(4*Le) + d[0]*dL/(4*Le) + d[0]*anillos_electron.D2[i]*dL/(4*Le**2)\n",
-    "    \n",
     "\n",
     "# Longitud de onda del electron (De Broglie)\n",
     "lambda_D = h/np.sqrt(2*e*m*anillos_electron[\"U\"])   \n",
-    "error_lambda_D = dh/np.sqrt(2*e*m*anillos_electron[\"U\"]) + h/2 * de/(2*m*anillos_electron[\"U\"])**0.5 / e**1.5 + h/2 * dm/(2*e*anillos_electron[\"U\"])**0.5 / m**1.5 + h/2 * dU/(2*e*m)**0.5 / anillos_electron[\"U\"]**1.5"
+    "error_lambda_D = dh/np.sqrt(2*e*m*anillos_electron[\"U\"]) + h/2 * de/(2*m*anillos_electron[\"U\"])**0.5 / e**1.5 + h/2 * dm/(2*e*anillos_electron[\"U\"])**0.5 / m**1.5 + h/2 * dU/(2*e*m)**0.5 / anillos_electron[\"U\"]**1.5\n",
+    "\n",
+    "# Redondeamos a 3 cifras significativas\n",
+    "lambda_B = np.round(lambda_B, 14)\n",
+    "error_lambda_B = np.round(error_lambda_B, 14)\n",
+    "lambda_D = np.round(lambda_D, 14)\n",
+    "error_lambda_D = np.round(error_lambda_D, 14)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 107,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Graficamos los valores obtenidos con sus errores\n",
+    "plt.figure()\n",
+    "# plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_B[:,0], yerr=error_lambda_B[:,0], xerr=np.full(len(anillos_electron), dU*1e-3), fmt='o', label=\"Bragg D1 (exp)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_B[:,0], yerr=error_lambda_B[:,0], fmt='o', label=\"Bragg D1 (exp)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_B[:,1], yerr=error_lambda_B[:,1], fmt='o', label=\"Bragg D2 (exp)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_D, yerr=error_lambda_D, fmt='o', label=\"De Broglie (teorico)\")\n",
+    "plt.xlabel(\"Voltaje [kV]\")\n",
+    "plt.xticks(anillos_electron[\"U\"]*1e-3)\n",
+    "plt.ylabel(\"Longitud de onda [m]\")\n",
+    "plt.title(\"Longitud de onda del electron, Ley de Bragg vs De Broglie\")\n",
+    "plt.grid(alpha=0.3)\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 94,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Ajustamos dos rectas para D1 y D2 en funcion de 1/sqrt(U)\n",
+    "ajuste1 = np.polyfit(1/(anillos_electron[\"U\"])**0.5, anillos_electron[\"D1\"], 1)\n",
+    "ajuste2 = np.polyfit(1/(anillos_electron[\"U\"])**0.5, anillos_electron[\"D2\"], 1)\n",
+    "\n",
+    "# Graficamos los diametros como funcion del 1/sqrt(U)\n",
+    "plt.figure()\n",
+    "plt.errorbar(1/(anillos_electron[\"U\"]*1e-3)**0.5, anillos_electron[\"D1\"]*1e2, yerr=np.full(len(anillos_electron), dL)*1e2, fmt='or', label=\"D1\")\n",
+    "plt.errorbar(1/(anillos_electron[\"U\"]*1e-3)**0.5, anillos_electron[\"D2\"]*1e2, yerr=np.full(len(anillos_electron), dL)*1e2, fmt='og', label=\"D2\")\n",
+    "plt.plot(1/(anillos_electron[\"U\"]*1e-3)**0.5, np.polyval(ajuste1, 1/(anillos_electron[\"U\"])**0.5)*1e2, 'r')\n",
+    "plt.plot(1/(anillos_electron[\"U\"]*1e-3)**0.5, np.polyval(ajuste2, 1/(anillos_electron[\"U\"])**0.5)*1e2, 'g')\n",
+    "plt.xlabel(\"1/Voltaje [1/kV]\")\n",
+    "plt.ylabel(\"Diametro [cm]\")\n",
+    "plt.title(\"Diametro de los anillos de difraccion\")\n",
+    "plt.grid(alpha=0.3)\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 116,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Tomamos las pendientes de los ajustes como k1 y k2 del experimento\n",
+    "k_exp = [ajuste1[0], ajuste2[0]]\n",
+    "\n",
+    "# Calculamos los valores teoricos con sus errores\n",
+    "k_teo = [2*Le*h/(d[0]*np.sqrt(2*e*m)), 2*Le*h/(d[1]*np.sqrt(2*e*m))]\n",
+    "error_k_teo = [2*Le*dh/(d[0]*np.sqrt(2*e*m)) + 2*h*dL/(d[0]*np.sqrt(2*e*m)) + 2*Le*h*dd/(d[0]**2*np.sqrt(2*e*m)),\n",
+    "                2*Le*dh/(d[1]*np.sqrt(2*e*m)) + 2*h*dL/(d[1]*np.sqrt(2*e*m)) + 2*Le*h*dd/(d[1]**2*np.sqrt(2*e*m))]\n",
+    "\n",
+    "# Redondeamos a 3 cifras significativas\n",
+    "k_teo = np.round(k_teo, 3)\n",
+    "error_k_teo = np.round(error_k_teo, 3)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 122,
    "metadata": {},
    "outputs": [
     {
      "data": {
+      "image/png": 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",
       "text/plain": [
-       "array([[3.65839695e-11, 2.80477099e-11],\n",
-       "       [3.17061069e-11, 2.56087786e-11],\n",
-       "       [2.92671756e-11, 2.47958015e-11],\n",
-       "       [2.76412214e-11, 2.35763359e-11],\n",
-       "       [2.60152672e-11, 2.15438931e-11],\n",
-       "       [2.35763359e-11, 2.07309160e-11]])"
+       "<Figure size 300x400 with 1 Axes>"
       ]
      },
-     "execution_count": 51,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "lambda_B"
+    "# Graficamos los valores obtenidos con sus errores\n",
+    "plt.figure(figsize=(3, 4))\n",
+    "plt.errorbar([1, 2], k_exp, yerr=[dL, dL], fmt='o', label=\"Experimental\")\n",
+    "plt.errorbar([1, 2], k_teo, yerr=error_k_teo, fmt='o', label=\"Teorico\")\n",
+    "plt.xlabel(\"Anillo de difraccion\")\n",
+    "plt.xticks([1, 2], [\"D1\", \"D2\"])\n",
+    "plt.ylabel(\"Pendiente [m]\")\n",
+    "plt.title(\"Pendiente de los anillos de difraccion\")\n",
+    "plt.grid(alpha=0.3)\n",
+    "plt.legend()\n",
+    "plt.show()"
    ]
   }
  ],
-- 
GitLab