diff --git a/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb b/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
index d5bd93d72cd17eb84fd133d8c8c72041c7c222d9..b6b27bbe8a5f9d855102d2bc316f9f744ba590b2 100644
--- a/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
+++ b/LabAvanzado1/DifraccionElectrones/code/difraccionElectrones.ipynb
@@ -9,7 +9,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 69,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -66,29 +66,33 @@
     "error_lambda_B = np.zeros((len(anillos_electron), 2))\n",
     "for i in range(len(anillos_electron)):\n",
     "    lambda_B[i,0] = d[0]*anillos_electron.D1[i]/(2*Le)\n",
-    "    lambda_B[i,1] = d[0]*anillos_electron.D2[i]/(4*Le)\n",
+    "    lambda_B[i,1] = d[1]*anillos_electron.D2[i]/(2*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",
+    "    error_lambda_B[i,1] = anillos_electron.D2[i]*dd/(2*Le) + d[1]*dL/(2*Le) + d[1]*anillos_electron.D2[i]*dL/(2*Le**2)\n",
     "\n",
     "# Longitud de onda del electron (De Broglie)\n",
-    "lambda_D = h/np.sqrt(2*e*m*anillos_electron[\"U\"])   \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\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)"
+    "error_lambda_D = np.round(error_lambda_D, 14)\n",
+    "\n",
+    "# Tomamos los valores promedio de Bragg como longitud de onda del electron experimental\n",
+    "lambda_exp = np.mean(lambda_B, axis=1)\n",
+    "error_lambda_exp = np.mean(error_lambda_B, axis=1)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -101,26 +105,27 @@
     "# 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.errorbar(anillos_electron[\"U\"]*1e-3-np.full(len(anillos_electron),0.03), lambda_D*1e10, yerr=error_lambda_D*1e10, fmt='o', label=\"De Broglie (teorico)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_B[:,0]*1e10, yerr=error_lambda_B[:,0]*1e10, fmt='o', label=\"Bragg D1 (exp)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3+np.full(len(anillos_electron),0.03), lambda_B[:,1]*1e10, yerr=error_lambda_B[:,1]*1e10, fmt='o', label=\"Bragg D2 (exp)\")\n",
+    "# plt.errorbar(anillos_electron[\"U\"]*1e-3, lambda_exp, yerr=error_lambda_exp, fmt='o', label=\"Promedio Bragg (exp)\")\n",
     "plt.xlabel(\"Voltaje [kV]\")\n",
     "plt.xticks(anillos_electron[\"U\"]*1e-3)\n",
-    "plt.ylabel(\"Longitud de onda [m]\")\n",
+    "plt.ylabel(\"Longitud de onda [Ã…]\")\n",
     "plt.title(\"Longitud de onda del electron, Ley de Bragg vs De Broglie\")\n",
-    "plt.grid(alpha=0.3)\n",
+    "plt.grid(alpha=0.5)\n",
     "plt.legend()\n",
     "plt.show()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 94,
+   "execution_count": 51,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -140,22 +145,33 @@
     "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.xlabel(r\"1/$\\sqrt{U}$ [(kV)$^{-1/2}$]\")\n",
     "plt.ylabel(\"Diametro [cm]\")\n",
     "plt.title(\"Diametro de los anillos de difraccion\")\n",
-    "plt.grid(alpha=0.3)\n",
+    "plt.grid(alpha=0.5)\n",
     "plt.legend()\n",
     "plt.show()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 25,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([1.21935056, 0.82510524])"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# Tomamos las pendientes de los ajustes como k1 y k2 del experimento\n",
-    "k_exp = [ajuste1[0], ajuste2[0]]\n",
+    "k_exp = np.round([ajuste1[0], ajuste2[0]], 3)\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",
@@ -169,14 +185,49 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Error porcentual en la separacion de planos:\n",
+      "d1:  2.048435442238167 %\n",
+      "d2:  2.242893662253922 %\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Calculamos la separacion de planos experimental con su error\n",
+    "d_exp = np.zeros((len(anillos_electron), 2))\n",
+    "error_d_exp = np.zeros((len(anillos_electron), 2))\n",
+    "for i in range(len(anillos_electron)):\n",
+    "    d_exp[i,0] = lambda_exp[i]*Le/(anillos_electron.D1[i]/2)\n",
+    "    d_exp[i,1] = lambda_exp[i]*Le/(anillos_electron.D2[i]/2)\n",
+    "    error_d_exp[i,0] = error_lambda_exp[i]*Le/(anillos_electron.D1[i]/2) + lambda_exp[i]*dL/(anillos_electron.D1[i]/2) + lambda_exp[i]*Le*dL/(anillos_electron.D1[i]**2/2)\n",
+    "    error_d_exp[i,1] = error_lambda_exp[i]*Le/(anillos_electron.D2[i]/2) + lambda_exp[i]*dL/(anillos_electron.D2[i]/2) + lambda_exp[i]*Le*dL/(anillos_electron.D2[i]**2/2)\n",
+    "\n",
+    "# Tomamos los valores promedio en analogía óptica como separacion de planos experimental\n",
+    "d_exp_prom = np.mean(d_exp, axis=0)\n",
+    "error_d_exp_prom = np.mean(error_d_exp)\n",
+    "\n",
+    "# Error porcentual en la separacion de planos\n",
+    "print(\"Error porcentual en la separacion de planos:\")\n",
+    "print(\"d1: \", np.abs(d[0]-d_exp_prom[0])/d[0]*100, \"%\")\n",
+    "print(\"d2: \", np.abs(d[1]-d_exp_prom[1])/d[1]*100, \"%\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 300x400 with 1 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -184,18 +235,223 @@
     }
    ],
    "source": [
-    "# 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",
+    "# Graficamos los valores obtenidos con sus errores con los valores de la literatura\n",
+    "plt.figure()\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, d_exp[:,0]*1e10, yerr=error_d_exp[:,0]*1e10, fmt='or', label=\"d1 (exp)\")\n",
+    "plt.errorbar(anillos_electron[\"U\"]*1e-3, d_exp[:,1]*1e10, yerr=error_d_exp[:,1]*1e10, fmt='og', label=\"d2 (exp)\")\n",
+    "plt.axhline(y=d[0]*1e10, color='r', linestyle='--', label=\"d1 (teorico)\")\n",
+    "plt.axhline(y=d[1]*1e10, color='g', linestyle='--', label=\"d2 (teorico)\")\n",
+    "plt.xlabel(\"Voltaje [kV]\")\n",
+    "plt.xticks(anillos_electron[\"U\"]*1e-3)\n",
+    "plt.ylabel(\"Distancia entre planos [Ã…]\")\n",
+    "plt.title(\"Distancia entre planos del grafito\")\n",
+    "plt.grid(alpha=0.5)\n",
     "plt.legend()\n",
     "plt.show()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Error porcentual en la constante de Planck:\n",
+      "1.9197907688385825 %\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Empleamos los valores de k y d para calcular la constante de Planck\n",
+    "h_exp = np.zeros(2)\n",
+    "error_h_exp = np.zeros(2)\n",
+    "for i in range(2):\n",
+    "    h_exp[i] = k_exp[i]*d_exp_prom[i]*np.sqrt(2*e*m)/(2*Le)\n",
+    "    # error_h_exp[i] = k_exp[i]*error_d_exp_prom*np.sqrt(2*e*m)/(2*Le) + er\n",
+    "\n",
+    "# Tomamos el promedio de los valores obtenidos como la constante de Planck experimental\n",
+    "h_exp_prom = np.mean(h_exp)\n",
+    "# error_h_exp_prom = np.mean(error_h_exp)\n",
+    "\n",
+    "# Error porcentual en la constante de Planck\n",
+    "print(\"Error porcentual en la constante de Planck:\")\n",
+    "print(np.abs(h-h_exp_prom)/h*100, \"%\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Analogía Óptica"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 66,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Diametros para el laser rojo\n",
+    "plt.figure()\n",
+    "plt.errorbar(white_light[\"Color\"][::-1], white_light[\"D1\"][::-1]*1e2, yerr=np.full(len(white_light), dL)*1e2, fmt='o', label=\"Luz blanca\")\n",
+    "plt.errorbar(red_laser[\"Color\"], red_laser[\"D1\"]*1e2, yerr=dL*1e2, fmt='o', label=\"Laser rojo\")\n",
+    "plt.xlabel(\"Color\")\n",
+    "plt.ylabel(\"Diametro [cm]\")\n",
+    "plt.title(\"Diametro de los anillos de difraccion\")\n",
+    "plt.grid(alpha=0.5)\n",
+    "plt.legend()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Tablas para $\\LaTeX$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 78,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.131"
+      ]
+     },
+     "execution_count": 78,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Le"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Anillos electron:\n",
+      "\\begin{tabular}{rrr}\n",
+      "\\toprule\n",
+      "     U &    D1 &    D2 \\\\\n",
+      "\\midrule\n",
+      "1400.0 & 0.045 & 0.069 \\\\\n",
+      "1700.0 & 0.039 & 0.063 \\\\\n",
+      "2000.0 & 0.036 & 0.061 \\\\\n",
+      "2300.0 & 0.034 & 0.058 \\\\\n",
+      "2600.0 & 0.032 & 0.053 \\\\\n",
+      "2900.0 & 0.029 & 0.051 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\nicom\\AppData\\Local\\Temp\\ipykernel_14880\\3708426444.py:2: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(anillos_electron.to_latex(index=False))\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Anillos electron:\")\n",
+    "print(anillos_electron.to_latex(index=False))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 71,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Red laser:\n",
+      "\\begin{tabular}{lrr}\n",
+      "\\toprule\n",
+      "Color &    D1 &    D2 \\\\\n",
+      "\\midrule\n",
+      " Rojo & 0.152 & 0.226 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\nicom\\AppData\\Local\\Temp\\ipykernel_14880\\3635940949.py:2: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(red_laser.to_latex(index=False))\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Red laser:\")\n",
+    "print(red_laser.to_latex(index=False))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "White light:\n",
+      "\\begin{tabular}{lr}\n",
+      "\\toprule\n",
+      "Color &    D1 \\\\\n",
+      "\\midrule\n",
+      " Azul & 0.116 \\\\\n",
+      "Verde & 0.136 \\\\\n",
+      " Rojo & 0.166 \\\\\n",
+      "\\bottomrule\n",
+      "\\end{tabular}\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\nicom\\AppData\\Local\\Temp\\ipykernel_14880\\4189070319.py:2: FutureWarning: In future versions `DataFrame.to_latex` is expected to utilise the base implementation of `Styler.to_latex` for formatting and rendering. The arguments signature may therefore change. It is recommended instead to use `DataFrame.style.to_latex` which also contains additional functionality.\n",
+      "  print(white_light.to_latex(index=False))\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"White light:\")\n",
+    "print(white_light.to_latex(index=False))"
+   ]
   }
  ],
  "metadata": {