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Jupyter-Notebooks zu den Tutorien in Physik V.

Binder

(PS: manchmal ist GitHub etwas überfordert mit der Vorschau der ganzen Notebooks — am Besten runterladen, oder im Binder anschauen!)

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Physik V Gruppe 3 — Tutorium #5\n",
"\n",
"> 03.12.2020         ralf@uni-bonn.de"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:33.482702Z",
"iopub.status.busy": "2020-12-03T11:52:33.482491Z",
"iopub.status.idle": "2020-12-03T11:52:35.401647Z",
"shell.execute_reply": "2020-12-03T11:52:35.400991Z",
"shell.execute_reply.started": "2020-12-03T11:52:33.482679Z"
},
"jupyter": {
"source_hidden": true
}
},
"outputs": [],
"source": [
"import numpy as np\n",
"import astropy.units as u\n",
"import astropy.constants as const\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns # hübschere Plots :)\n",
"\n",
"sns.set_style(\"whitegrid\")\n",
"\n",
"import sympy as sy\n",
"from uncertainties import ufloat, unumpy as unp\n",
"\n",
"u.c = u.def_unit('c', const.c) # 'c' als Einheit\n",
"\n",
"m_e = const.m_e\n",
"m_p = const.m_p\n",
"m_n = const.m_n\n",
"c = const.c"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.402784Z",
"iopub.status.busy": "2020-12-03T11:52:35.402627Z",
"iopub.status.idle": "2020-12-03T11:52:35.411049Z",
"shell.execute_reply": "2020-12-03T11:52:35.410328Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.402764Z"
},
"jupyter": {
"source_hidden": true
}
},
"outputs": [],
"source": [
"from IPython.display import display, Math, Latex, Markdown\n",
"from IPython.core.magic import register_line_magic, needs_local_scope\n",
"import re\n",
"\n",
"def _pretty(s):\n",
" \n",
" try:\n",
" # `import pint`\n",
" if isinstance(s, pint.quantity.Quantity):\n",
" return re.sub(r\"\\\\$\", \"\", f\"{s:.5~L}\")\n",
" except:\n",
" pass\n",
" try:\n",
" # `import sympy as sy`\n",
" if isinstance(s, sy.core.expr.Expr):\n",
" return sy.latex(s)\n",
" except:\n",
" pass\n",
" try:\n",
" # `import astropy.units as u`\n",
" if isinstance(s, (int, float)):\n",
" s = u.Quantity(s)\n",
" if isinstance(s, u.quantity.Quantity):\n",
" return s.to_string(format=\"latex\").lstrip(\"$\").rstrip(\"$\")\n",
" except Exception as e:\n",
" raise e\n",
" pass\n",
" \n",
" return str(s)\n",
"\n",
"def tex(*s, tag=\"align\", prefix=\"\", suffix=\"\"):\n",
" display(Latex(r\"\\begin{\"+tag+\"}\" +prefix+ \"\\n\"+ ' '.join(_pretty(e) for e in s) + \"\\n\" +suffix+ r\"\\end{\"+tag+\"}\"))\n",
"\n",
"@register_line_magic(\"tex\")\n",
"@needs_local_scope\n",
"def _tex(line, local_ns):\n",
" # TODO: handle single `<` and `>`\n",
" tex(re.sub(\"<(.*?)>\", lambda m: _pretty(eval(m.group(1))), line))\n",
"\n",
"@register_line_magic(\"tex-red\")\n",
"@needs_local_scope\n",
"def _tex_red(line, local_ns):\n",
" # TODO: handle single `<` and `>`\n",
" tex(re.sub(\"<(.*?)>\", lambda m: _pretty(eval(m.group(1))), line), prefix=r\"\\color{red}{\", suffix=\"}\")\n",
"\n",
"del _tex, _tex_red # prevent conflicts in interactive session"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Kernzerfälle im Tröpfchenmodell"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.412755Z",
"iopub.status.busy": "2020-12-03T11:52:35.412566Z",
"iopub.status.idle": "2020-12-03T11:52:35.416193Z",
"shell.execute_reply": "2020-12-03T11:52:35.415380Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.412733Z"
}
},
"outputs": [],
"source": [
"EB_alpha = 28.3*u.MeV"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.417950Z",
"iopub.status.busy": "2020-12-03T11:52:35.417679Z",
"iopub.status.idle": "2020-12-03T11:52:35.422320Z",
"shell.execute_reply": "2020-12-03T11:52:35.421439Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.417916Z"
}
},
"outputs": [],
"source": [
"def kern(Z, A):\n",
" # Protonenzahl Z\n",
" # Neutronenzahl N = A-Z\n",
" return f\"{'g' if Z%2==0 else 'u'}{'g' if (A-Z)%2==0 else 'u'}\""
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.423808Z",
"iopub.status.busy": "2020-12-03T11:52:35.423542Z",
"iopub.status.idle": "2020-12-03T11:52:35.430142Z",
"shell.execute_reply": "2020-12-03T11:52:35.429450Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.423775Z"
}
},
"outputs": [
{
"data": {
"text/plain": [
"'gg'"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"kern(A=22, Z=10) # Ne"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.431177Z",
"iopub.status.busy": "2020-12-03T11:52:35.430984Z",
"iopub.status.idle": "2020-12-03T11:52:35.441081Z",
"shell.execute_reply": "2020-12-03T11:52:35.440052Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.431153Z"
}
},
"outputs": [],
"source": [
"def massenformel(Z, A, to=\"MeV\"):\n",
" # \"Massenformel\" wie sie auf dem Blatt steht. \n",
" N = A-Z # Neutronenzahl\n",
" \n",
" a_v = 15.56*u.MeV/c**2\n",
" a_s = 17.23*u.MeV/c**2\n",
" a_c = 0.697*u.MeV/c**2\n",
" a_sym = 93.14*u.MeV/c**2\n",
" a_p = 12*u.MeV/c**2\n",
" \n",
" a_Z = dict(gg=1, uu=-1).get(kern(Z, A), 0)\n",
" \n",
" M = Z*(m_p + m_e) + (A-Z)*m_n - a_v*A + a_s*A**(2/3) + a_c*Z**2*A**(-1/3) + a_sym*(N-Z)**2/(4*A) - a_Z*a_p*A**(-1/2)\n",
" \n",
" if u.Unit(to).is_equivalent(\"kg\"):\n",
" return M.to(to)\n",
" return (M*c**2).to(to) # natural units"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.442548Z",
"iopub.status.busy": "2020-12-03T11:52:35.442257Z",
"iopub.status.idle": "2020-12-03T11:52:35.447636Z",
"shell.execute_reply": "2020-12-03T11:52:35.446567Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.442511Z"
}
},
"outputs": [],
"source": [
"U = dict(A=235, Z=92)\n",
"Th = dict(A=231, Z=90)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.449279Z",
"iopub.status.busy": "2020-12-03T11:52:35.448962Z",
"iopub.status.idle": "2020-12-03T11:52:35.457738Z",
"shell.execute_reply": "2020-12-03T11:52:35.456522Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.449239Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"$218939.15 \\; \\mathrm{MeV}$"
],
"text/plain": [
"<Quantity 218939.14860788 MeV>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"massenformel(**U) # äquivlanet zu `massenformel(A=235, Z=92)`"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.462215Z",
"iopub.status.busy": "2020-12-03T11:52:35.461961Z",
"iopub.status.idle": "2020-12-03T11:52:35.471172Z",
"shell.execute_reply": "2020-12-03T11:52:35.469946Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.462187Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"$215205.82 \\; \\mathrm{MeV}$"
],
"text/plain": [
"<Quantity 215205.82499306 MeV>"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"massenformel(**Th)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.472968Z",
"iopub.status.busy": "2020-12-03T11:52:35.472755Z",
"iopub.status.idle": "2020-12-03T11:52:35.478185Z",
"shell.execute_reply": "2020-12-03T11:52:35.477242Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.472943Z"
}
},
"outputs": [],
"source": [
"def bindungsenergie(Z, A, to=\"MeV\"):\n",
" # nur der hintere Teil vom Blatt, mit den Bindungstermen.\n",
" res = (Z*(const.m_p + const.m_e) + (A-Z)*const.m_n) - massenformel(Z, A, to=\"kg\")\n",
"\n",
" if u.Unit(to).is_equivalent(\"kg\"):\n",
" return res.to(to)\n",
" return (res*u.c**2).to(to)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.479566Z",
"iopub.status.busy": "2020-12-03T11:52:35.479211Z",
"iopub.status.idle": "2020-12-03T11:52:35.487752Z",
"shell.execute_reply": "2020-12-03T11:52:35.487042Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.479537Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"$1786.7505 \\; \\mathrm{MeV}$"
],
"text/plain": [
"<Quantity 1786.7505407 MeV>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bindungsenergie(**U)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.489283Z",
"iopub.status.busy": "2020-12-03T11:52:35.488961Z",
"iopub.status.idle": "2020-12-03T11:52:35.498733Z",
"shell.execute_reply": "2020-12-03T11:52:35.497642Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.489238Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"$1763.3771 \\; \\mathrm{MeV}$"
],
"text/plain": [
"<Quantity 1763.37714026 MeV>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bindungsenergie(**Th)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.500520Z",
"iopub.status.busy": "2020-12-03T11:52:35.500160Z",
"iopub.status.idle": "2020-12-03T11:52:35.507942Z",
"shell.execute_reply": "2020-12-03T11:52:35.507076Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.500492Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"\\begin{align}\n",
"M_{\\alpha} = 3755.675 \\; \\mathrm{MeV} \\qquad\\text{ohne Bindungsenergie}\n",
"\\end{align}"
],
"text/plain": [
"<IPython.core.display.Latex object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"M_alpha_nucl = ((2*const.m_p + 2*const.m_n) * c**2).to(\"MeV\")\n",
"%tex M_{\\alpha} = <M_alpha_nucl> \\qquad\\text{ohne Bindungsenergie}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Lösung über Massen, *mit* zusätzlichen $e^-$:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.509290Z",
"iopub.status.busy": "2020-12-03T11:52:35.508856Z",
"iopub.status.idle": "2020-12-03T11:52:35.518659Z",
"shell.execute_reply": "2020-12-03T11:52:35.517682Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.509227Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"\\begin{align}\n",
"E_{\\text{kin}} = 4.9265996 \\; \\mathrm{MeV}\n",
"\\end{align}"
],
"text/plain": [
"<IPython.core.display.Latex object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"E_kin = massenformel(**U) - massenformel(**Th) - M_alpha_nucl + EB_alpha - 2*m_e*c**2\n",
"%tex E_{\\text{kin}} = <E_kin>\n",
"# ohne das -2m_e bekommt man ~5.9 MeV!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"oder, über Bindungsenergien (Nukleonen + $e^-$ kürzen sich raus):"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.520408Z",
"iopub.status.busy": "2020-12-03T11:52:35.520056Z",
"iopub.status.idle": "2020-12-03T11:52:35.533513Z",
"shell.execute_reply": "2020-12-03T11:52:35.532357Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.520363Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"\\begin{align}\n",
"E_{\\text{kin}} = 4.9265996 \\; \\mathrm{MeV}\n",
"\\end{align}"
],
"text/plain": [
"<IPython.core.display.Latex object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"E_kin = -bindungsenergie(**U) + bindungsenergie(**Th) + EB_alpha\n",
"%tex E_{\\text{kin}} = <E_kin>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 3. Sequentielle Kernzerfälle"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.535095Z",
"iopub.status.busy": "2020-12-03T11:52:35.534831Z",
"iopub.status.idle": "2020-12-03T11:52:35.539311Z",
"shell.execute_reply": "2020-12-03T11:52:35.538207Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.535067Z"
}
},
"outputs": [],
"source": [
"T12_Bi = 5.013*u.d\n",
"T12_Po = 128.376*u.d"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### b)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.541196Z",
"iopub.status.busy": "2020-12-03T11:52:35.540873Z",
"iopub.status.idle": "2020-12-03T11:52:35.549358Z",
"shell.execute_reply": "2020-12-03T11:52:35.548586Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.541164Z"
}
},
"outputs": [
{
"data": {
"text/latex": [
"\\begin{align}\n",
"t\\sub{max} = 24.406673 \\; \\mathrm{d}\n",
"\\end{align}"
],
"text/plain": [
"<IPython.core.display.Latex object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"lambda_Bi = np.log(2)/T12_Bi\n",
"lambda_Po = np.log(2)/T12_Po\n",
"\n",
"t_max = np.log(lambda_Bi/lambda_Po)/(lambda_Bi - lambda_Po)\n",
"%tex t\\sub{{max}} = <t_max.to(\"d\")>"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### c)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.550339Z",
"iopub.status.busy": "2020-12-03T11:52:35.550158Z",
"iopub.status.idle": "2020-12-03T11:52:35.553468Z",
"shell.execute_reply": "2020-12-03T11:52:35.552766Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.550316Z"
}
},
"outputs": [],
"source": [
"NBi_0 = 1000 # Plots später werden auf 1 normiert"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T11:52:35.554470Z",
"iopub.status.busy": "2020-12-03T11:52:35.554279Z",
"iopub.status.idle": "2020-12-03T11:52:35.563651Z",
"shell.execute_reply": "2020-12-03T11:52:35.562336Z",
"shell.execute_reply.started": "2020-12-03T11:52:35.554441Z"
}
},
"outputs": [],
"source": [
"def NBi(t, T1=T12_Bi):\n",
" t = u.Quantity(t, u.d)\n",
" lambda_Bi = np.log(2)/T1\n",
" return NBi_0 * np.exp(-lambda_Bi*t)\n",
"\n",
"def NPo(t, T1=T12_Bi, T2=T12_Po):\n",
" t = u.Quantity(t, u.d)\n",
" lambda_Bi = np.log(2)/T1\n",
" lambda_Po = np.log(2)/T2\n",
" return (lambda_Bi * NBi_0)/(lambda_Po - lambda_Bi) * (np.exp(-lambda_Bi*t) - np.exp(-lambda_Po*t))\n",
"\n",
"def NPb(t, T1=T12_Bi, T2=T12_Po):\n",
" t = u.Quantity(t, u.d)\n",
" return NBi_0 - NBi(t, T1) - NPo(t, T1, T2)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T12:05:22.466561Z",
"iopub.status.busy": "2020-12-03T12:05:22.465716Z",
"iopub.status.idle": "2020-12-03T12:05:22.482083Z",
"shell.execute_reply": "2020-12-03T12:05:22.481413Z",
"shell.execute_reply.started": "2020-12-03T12:05:22.466515Z"
}
},
"outputs": [],
"source": [
"def plot(T1, T2, title=None):\n",
" fig, (ax1, ax2) = plt.subplots(2, 1, sharex=True, dpi=100, figsize=(6, 7))\n",
" ts = np.linspace(0, 100, 500)\n",
" \n",
" lambda_Bi = np.log(2)/T1\n",
" lambda_Po = np.log(2)/T2\n",
" t_max = np.log(lambda_Bi/lambda_Po)/(lambda_Bi - lambda_Po)\n",
"\n",
" ax1.plot(ts, NBi(ts, T1)/NBi_0, color=\"purple\", label=\"A | Bi\")\n",
" ax1.plot(ts, NPo(ts, T1, T2)/NBi_0, color=\"green\", label=\"B | Po\")\n",
" ax1.plot(ts, NPb(ts, T1, T2)/NBi_0, color=\"blue\", label=\"C | Pb\")\n",
" ax1.axvline(x=t_max.value, color=\"black\", alpha=0.5, label=r\"$t=t_{\\mathrm{max}}$\")\n",
"\n",
" ax1.legend()\n",
" ax1.set_ylabel(r\"$N(t)/N_0$\")\n",
" \n",
" \n",
" ax2.plot(ts, lambda_Bi*NBi(ts, T1)/NBi_0, color=\"purple\", label=\"A | Bi\")\n",
" ax2.plot(ts, lambda_Po*NPo(ts, T1, T2)/NBi_0, color=\"green\", label=\"B | Po\")\n",
" ax2.axvline(x=t_max.value, color=\"black\", alpha=0.5, label=r\"$t=t_{\\mathrm{max}}$\")\n",
"\n",
" ax2.set_xlabel(r\"$t$ (d)\")\n",
" ax2.set_ylabel(r\"$A(t)/N_0$\")\n",
" ax2.set_yscale(\"log\")\n",
" ax2.set_ylim(0.0001, 1)\n",
" \n",
" if title:\n",
" ax1.set_title(title)\n",
" \n",
" return fig, (ax1, ax2)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T12:05:22.812681Z",
"iopub.status.busy": "2020-12-03T12:05:22.812453Z",
"iopub.status.idle": "2020-12-03T12:05:23.688570Z",
"shell.execute_reply": "2020-12-03T12:05:23.688036Z",
"shell.execute_reply.started": "2020-12-03T12:05:22.812650Z"
}
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 600x700 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 612,
"width": 542
}
},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plot(T12_Bi, T12_Po, \"c)\")\n",
"# ax1.set_xlim(...)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### d)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T12:05:23.689794Z",
"iopub.status.busy": "2020-12-03T12:05:23.689647Z",
"iopub.status.idle": "2020-12-03T12:05:24.620931Z",
"shell.execute_reply": "2020-12-03T12:05:24.620187Z",
"shell.execute_reply.started": "2020-12-03T12:05:23.689776Z"
}
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 600x700 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 613,
"width": 542
}
},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plot(T12_Po, T12_Bi, title=r\"d) (i) $T_A \\leftrightarrow T_B$\");"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T12:05:24.622180Z",
"iopub.status.busy": "2020-12-03T12:05:24.621984Z",
"iopub.status.idle": "2020-12-03T12:05:25.341962Z",
"shell.execute_reply": "2020-12-03T12:05:25.341301Z",
"shell.execute_reply.started": "2020-12-03T12:05:24.622155Z"
}
},
"outputs": [
{
"data": {
"image/png": 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/fnLelIiICEl107tOnTrVbEoJuJvNZtMjjzyiqqoqSVJiYqKkH/tXqvsUqSl+fn4KCwtTaWmpI6kH2uof//iHPvnkEw0YMECzZs1qcTz9iY5iv+UvMjKywWOU7Y4fP66XX35Zmzdv1ooVKxo89ru1fVo/lKZPcS5++ctfaunSpVq8eLE+/PBD3XbbbQ229+rVS6mpqY51ESTeR+F+/fv3b/M+rvahEa+3mOkBr2K/iHQ25bW++s9LdzYlEWhPaWlpjgWgbrjhBl1++eWSfuxfqWGPOmPv8fr7AK2VlZWl5557TgEBAVq8eHGL75kS/YmOU15eLknauHGjXnnlFV1yySVas2aNDhw4oPfee0+PPPKIQkNDVVpaqrvvvtsRkkit79P62+hTnKuysrJGt2DZnThxQh9//LFKSkocr/E+is7A1T404vUWoQe8SlML8QCdgc1mU1paml588UVJktls1oIFCxzb6V90hMrKSs2ePVsWi0V33XWX4uLiWrUf/YmOUllZKaluRsfw4cO1evVqXXLJJQoODla3bt00ZcoU/fOf/5Sfn59KSkr0z3/+07EvfYqOsnDhQj344IPKycnRzTffrDfffFOfffaZdu/erXnz5ikoKEivvPKKbrnlFn333XeS6E90Dq72oRH7mNADXqVLly6SWk4T7b9QSS2nlIA7VFdX68EHH9Tq1aslSQMGDNCqVasaPObL3r9Sy5/s2Le3lNADZ1u8eLG+/PJLxcfHa8aMGa3ej/5ER6nfN3PmzGnwFAy7Sy+9VKNHj5Ykbd261fF6a/u0/u8B9Cna6t1331V6erqkurU9/vKXv2jAgAEKCgpSz549NXXqVK1Zs0ahoaE6fPiw/v73v0vifRSdg6t9aMTrLUIPeBX7vWOnT59udpz9vjR/f/8W70cDXFVaWqo//elPev311yXVrZT90ksvqUePHg3G1b+vsrketlqtjunfUVFR7VAxjCozM1Nr1qxRcHCw/vrXvyogoPVLd9Gf6Cj2MDgiIqLB0wPOdtlll0mqWxi6rKxMUsM+tb/mTP0epk/RVv/9738l1a3bMW3aNKdjBg4cqD/84Q+SpNdee01nzpzhfRSdgqt9aMTrLUIPeBX7Yj7ffPNNs+MKCwslST179mzVo52Ac5Wfn6/f//73+uCDDyRJI0eOVHp6utPFnOxPKpCa7+Hjx487HtvYq1cv9xYMQ9u0aZOkuk9urr/+esXExDT6Y7d06VLHa0ePHqU/0WHsTwRo6ZPB+ouR2j9RrN+n9Z9QcLb6PUyfoq2OHDkiSfr5z3/e7FR/ezBXU1Oj/Px83kfRKbjah0a83urc1QFnMZvNkqSCgoJmP+HJycmRJA0aNKhD6oJv+vzzz/X73//e8cvR5MmTtWLFiga3tNR33nnnqWvXrpJ+7FFn6j/vvLlPQQF3oj/RUez/NpeUlDT7b7l9nYTAwEBHkHzRRRfJZDJJkg4ePNjkvvYeNplMGjhwoFvqhu+wXwi2ZXHG6upq3kfRKbjah0a83iL0gFex399bW1vreDrG2QoLCx2/CI0cObKjSoOPKSgoUFJSkmPV9pSUFD3++OMt3k5g7+Fdu3bJZrM5HbNz505Jdc9P55d1tMWCBQv08ccfN/vH7s4773S81qdPH0n0JzrGmDFjJNVNrd6+fXuT49555x1J0pAhQxyfIoaHh2vYsGGSfuxFZ+zbhgwZ4vjlH2gt+yfdH3/8cbPBx4cffihJCggIUHR0tCTeR9E5uNKHRrzeIvSAV+nXr5/jl50lS5Y0utfMZrNp0aJFslqtioqK0oQJEzxRJgzOYrEoNTVVx48flyTNnTtXd999d6v2nThxoiTpyy+/1Nq1axttz8nJ0caNGyVJt912m+MTTaA1goKCFBYW1uwfu8DAQMdr9j6jP9ERrrrqKkfQ9tRTTzlmdNS3ZcsWxwWlvS/tfvOb30iS9uzZ4/QX8l27dundd9+VJP3xj390X+HwGddff72kujW7nnrqKadjvvjiC8f75KhRoxzrKPA+is7AlT404vUWoQe8zty5c+Xn56cjR44oMTFRe/bsUUlJibKzs5WcnKwtW7ZIkpKTk5t8tjrgildeeUVZWVmSpOuuu06/+93vVF5e3uwfuyuuuEJXX321JOmJJ57QU089pYKCAh0/flzr1q1TUlKSLBaL+vbtq5tvvtkj3x98F/2JjhAQEKAFCxbIz89PRUVFmjx5sl577TUVFxfr2LFjWrFihR544AFJ0tChQzVp0qQG+0+aNMkxFTslJUWrVq1SUVGRioqKtGrVKqWkpEiqW4/h2muv7dhvDoZw3XXX6fLLL5ckrVq1SsnJyfrggw9UUlKio0ePKj09XYmJiaqoqFBERIQefPBBx768j6IzcLUPjXa9ZbI1Nd8F6MQ2bNig+fPnq6amxun2pKQkzZkzp4Orgq8YP3688vPz27TPoUOHHF9///33mjZtmj777DOnY7t37661a9c6psoC7mRfzHTmzJlKTk5utJ3+REfZtGmTHn744QaPPawvNjZWzz33nM4///xG244dO6bbbrtNBQUFTvft37+/1q5d63RRaaA1Tp06pZSUFMesIWe6d++uZ5991vGpuB3vo2gvR48e1bhx4yRJaWlpjULh+lztQyNdbxF6wGsdOnRIK1eu1L59+3TixAmFhoYqLi5OiYmJSkhI8HR5MKiSkhJdccUVbd6vfugh1d0i8/LLL+uNN97Q4cOHVV1drT59+mjs2LG6/fbb9dOf/tRdJQMNtBR6SPQnOs4333yjF154Qbt371ZRUZGCg4PVv39/3XjjjbrpppsUEhLS5L7l5eVavXq13nrrLRUUFKi2tlbR0dG65pprlJSU1OSi0kBrWa1Wbd26VRs3blRWVpZKS0sVEhKiCy64QFdffbWmTJnS5KM6eR9Fe2hL6CG53odGud4i9AAAAAAAAIbEmh4AAAAAAMCQCD0AAAAAAIAhEXoAAAAAAABDIvQAAAAAAACGROgBAAAAAAAMidADAAAAAAAYEqEHAAAAAAAwJEIPAAAAAABgSIQeAAAAAADAkAg9AAAAAACAIRF6AAAAAAAAQyL0AAAAAAAAhkToAQAAAAAADInQAwAAAAAAGBKhBwAAAAAAMCRCDwAAAAAAYEiEHgAAAAAAwJAIPQAAAAAAgCERegAAAJ925swZDR48WDExMfrHP/7h0rHKy8uVkJCgcePGqbq6uk37Xn311YqJidGSJUsavH7y5Eldeumlmjx5smpqalyqDwAAX0PoAQAAfFp2drZqa2slSfHx8S4d68knn1RBQYFmz56toKAgd5SnqKgo3XPPPdq/f79WrFjhlmMCAOArCD0AAIBPO3DggCTJZDIpLi7unI/z4Ycfat26dbr44ot17bXXuqs8SVJiYqL69u2rFStW6KuvvnLrsQEAMDJCDwAA4NPsoUd0dLR+8pOfnNMxbDabHn/8cUlSSkqK22qzCwoK0owZM2SxWJSWlub24wMAYFSEHgAAwCddfvnliomJ0ebNmyVJR44cUUxMTIM/s2bNatWxtmzZotzcXJnNZl1xxRXtUu+ECRPUtWtXvf322/r000/b5RwAABgNoQcAAPA5xcXFOnnyZIvjzGZzq473/PPPS5JuuummJsdYrVa9+eabmjp1qq688kpdfPHFuummm/Tqq6/KZrO1eI6goCD9+te/bnA+AADQvABPFwAAANDRIiMj9cYbb+irr77SvffeK0maN2+ehg8f3mDc+eef3+KxsrKylJWVJUm65pprnI45c+aM7rvvPmVkZDTad968eXrvvfdktVpbPNe1116r9PR0ZWRkqLi4WD179mxxHwAAfBmhBwAA8DkhISEym806ePCg47XRo0fr//7v/9p8rDfffFOS9LOf/Uy9evVyOuaxxx5zBB6TJ0/W1KlT1aNHD+Xm5urpp5/Wpk2bWnWuoUOHKiIiQqdPn9a2bdt0yy23tLleAAB8Cbe3AAAAn5WbmytJCg8PV79+/c7pGJmZmZLqAglnsrKytHHjRknStGnT9Pjjj8tsNisqKkpXXHGF/v3vfze579kCAgIcT5ixnxcAADSN0AMAAPgs+0yPmJgYmUymNu9fVlamL774QlLT639s2rRJNptN4eHhjltp6gsODtbcuXNbfc6LLrpIkrR///421wsAgK8h9AAAAD7LPtNj8ODB57T/kSNHHGtxXHjhhU7H7Nu3T5J02WWXKSQkxOmYoUOHqkePHq06p/08J0+eVGlpaRsrBgDAtxB6AAAAn1T/CS4DBw48p2MUFRU5vo6MjHQ6prCwUJIUHR3d7LH69+/fqnPWP0/98wMAgMYIPQAAgE+qv4jpoEGDzukYFRUVjq/Dw8Odjjl9+rQkNTnLwy4iIqJV56w/rv75AQBAY4QeAADAJ9lDj8DAQMc6GW1Vfx0Qf39/p2PsMzPOnDnT7LGqq6tbdc76j7Y9l3VIAADwJYQeAADAJ9nX87jwwgsVFBR0TscICwtzfN1UqNG7d29J0pdfftnssQoKClp1TvstOWefHwAANEboAQAAfNJXX30lqekFSFujV69ejq+Li4udjhk1apQk6f3339epU6ecjsnPz9fXX3/dqnPWDz3sgQoAAHCO0AMAAPiksrIySVJNTc05H+OCCy6Qn1/dr1P5+flOx9x4440KDAxUZWWl0tLSGm23Wq1KS0uTzWZr1TmPHTsmSerRo0eT64gAAIA6hB4AAMAn9evXT5K0a9cuvfTSS8rKylJeXp7y8vIcgUhLunTp4lgENScnx+mY6Oho3X777ZKkDRs2aObMmfrss89UWlqqTz/9VHfccYd27tzZ5JogZ/vkk08kScOGDWvVeAAAfFmApwsAAADwhD/+8Y/at2+fLBaLHn/88QbbNmzYoNjY2FYd56qrrlJ2drY++OCDJsckJyertLRUa9eu1bZt27Rt27YG28eMGSOLxaJ33nmn2XNVVFQ41iIZMWJEq+oDAMCXMdMDAAD4pLFjx+pf//qXrrrqKkVGRjqehNLWp7n86le/klS3EOmRI0ecjvHz89Ojjz6qVatWacyYMerRo4eCg4NlNpv10EMP6bnnnmvVk1g++ugj1dTUKCgoSNdcc02rawQAwFeZbK29gRQAAABOJSYm6qOPPtK9996re+65p93OM2vWLP3vf//TpEmTnK4PAgAAGmKmBwAAgIvuvvtuSdLGjRtltVrb5Rzff/+9tm3bJj8/P91xxx3tcg4AAIyG0AMAAMBFI0aM0JAhQ5Sfn6+33367Xc7x2muvqaqqStdee6369+/fLucAAMBoCD0AAADc4IEHHpDJZNLy5cvdfuzKyko9//zzCg4OVnJystuPDwCAURF6AAAAuMHw4cM1ZcoU7d+/X9u3b3frsV944QUVFxcrJSVFF154oVuPDQCAkbGQKQAAgJucOXNGEyZMkM1m06ZNmxQUFOTyMUtKSjR+/HhddNFFWrt2rfz8+MwKAIDWIvQAAAAAAACGxEcFAAAAAADAkAg9AAAAAACAIRF6AAAAAAAAQyL0AAAAAAAAhkToAQAAAAAADInQAwAAAAAAGBKhBwAAAAAAMCRCDwAAAAAAYEiEHgAAAAAAwJAIPQAAAAAAgCERegAAAAAAAEMi9AAAAAAAAIZE6AEAAAAAAAyJ0AMAAAAAABgSoQcAAAAAADAkQg8AAAAAAGBIhB4AAAAAAMCQCD0AAAAAAIAhEXoAAAAAAABDIvQAAAAAAACGROgBAAAAAAAM6f8BtjYfP5wDSLkAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 600x700 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 613,
"width": 542
}
},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plot(100*u.d, 1*u.d, title=r\"d) (ii) $T_A \\gg T_B$\");"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"execution": {
"iopub.execute_input": "2020-12-03T12:05:25.342993Z",
"iopub.status.busy": "2020-12-03T12:05:25.342834Z",
"iopub.status.idle": "2020-12-03T12:05:26.087888Z",
"shell.execute_reply": "2020-12-03T12:05:26.087397Z",
"shell.execute_reply.started": "2020-12-03T12:05:25.342973Z"
}
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 600x700 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 613,
"width": 542
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}
],
"source": [
"fig, (ax1, ax2) = plot(1*u.d, 10*u.d, title=r\"d) (ii) $T_A \\ll T_B$\");\n",
"# Achtung, ich habe 10d statt 100d genommen, um die y-Skalierung zu ändern."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "3.8.5 (Framework)",
"language": "python",
"name": "3.8.5-framework"
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"codemirror_mode": {
"name": "ipython",
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"mimetype": "text/x-python",
"name": "python",
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