{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aTLuKAv3IKEf"
   },
   "source": [
    "Ce notebook présente la solution numérique de la dynamique de modèle de Curie-Weiss, décrit par l'Hamiltonien :\n",
    "$$\n",
    "H = -\\frac{J}{2N}\\sum_{i,j} s_i s_j - h \\sum_i s_i\n",
    "$$\n",
    "où $s_i = \\pm 1$ sont des spins d'Ising, $J$ est l'interaction ferromagnétique (que nous fixons à 1), $h$ est le champ magnétique externe, et $N$ est le nombre de spins.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "M6EuuzUc-5Xw"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.optimize import newton, root_scalar\n",
    "import math"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "bhM-7EcpJ4hc"
   },
   "source": [
    "**Metropolis**\n",
    "\n",
    "Voici comment cela fonctionne :\n",
    "\n",
    "1. Choisir une configuration de départ pour les valeurs des $ N $ spins $ s_i = \\pm 1 $ pour $ i=1, \\ldots, N $.\n",
    "2. Choisir un spin $ i $ au hasard. Calculer la valeur actuelle de l'énergie $ E_{\\mathrm{now}} $ et la valeur de l'énergie $ E_{\\mathrm{flip}} $ si le spin $ i $ est inversé (c'est-à-dire si $ S^{\\mathrm{new}}_i = -S^{\\mathrm{old}}_i $).\n",
    "3. Tirer un nombre $ r $ uniformément dans $ [0,1] $ et, si $ r < e^{\\beta (E_{\\mathrm{now}} - E_{\\mathrm{flip}})} $, effectuer l'inversion (c'est-à-dire $ S^{\\mathrm{new}}_i = -S^{\\mathrm{old}}_i $), sinon, laisser le spin inchangé.\n",
    "4. Revenir à l'étape 2.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "id": "9T3XuKJjPM-y"
   },
   "outputs": [],
   "source": [
    "def mag_theo(beta, h, start=-.99):\n",
    "    def mag(m):\n",
    "        return math.tanh(beta*(h + m))-m\n",
    "    return newton(mag, start, tol = 0.001, maxiter=250)\n",
    "\n",
    "def MCMC_plot(n_list, term, beta, h):\n",
    "    for n in n_list:\n",
    "        J = 1/n\n",
    "        spin = np.ones(n)\n",
    "        m_temp = np.zeros(term)\n",
    "        for i in range(term):\n",
    "            sel = np.random.randint(0,n)\n",
    "            dE = 2*J*spin[sel]*(spin).sum() + 2*h*spin[sel]\n",
    "            if np.random.rand() < np.exp(-dE*beta):\n",
    "                spin[sel] *= -1\n",
    "            m_temp[i] = spin.mean()\n",
    "        if n == 10:\n",
    "            plt.plot(m_temp, label = f'n = {n}', alpha=.5)\n",
    "        else:\n",
    "            plt.plot(m_temp, label = f'n = {n}')\n",
    "\n",
    "    plt.plot(mag_theo(beta, h, 1)*np.ones(term), label = 'Theory', color = 'Black')\n",
    "    plt.plot(mag_theo(beta, h,-1)*np.ones(term), color = 'Black')\n",
    "\n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Magnetization')\n",
    "    plt.legend()\n",
    "    plt.xlim(-500,25000)\n",
    "    plt.title(f'MCMC dynamics for beta = {beta:.3f} (T={1./beta:.3f}), h = {h:.3f}')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 410
    },
    "id": "s2P1rsSc_Maq",
    "outputId": "2ffec14a-a324-486d-e296-28b78d73b5a5"
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (10,4)\n",
    "\n",
    "n_list = [10, 50, 100, 200, 1000]\n",
    "term = 20000\n",
    "beta = 1.2\n",
    "h = 0\n",
    "\n",
    "MCMC_plot(n_list, term, beta, h)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "wsJRHGam0K-1"
   },
   "source": [
    "Dans cette configuration, nous avons deux minima avec la même énergie. Tout d'abord, rappelons que la \"convergence\" pour une méthode de Monte Carlo par chaînes de Markov (MCMC) signifie que la distribution de probabilité passe d'un delta dans notre configuration \"tout à 1\" à la distribution stationnaire, qui, dans ce cas, est localisée dans les deux minima. Pour cette raison, un marcheur individuel finira par sauter entre les deux minima même après la convergence. En outre, il y aura des fluctuations autour des minima dont l'amplitude dépendra de la forme du minimum (plus aigüe pour des valeurs élevées de\n",
    "𝑁\n",
    "N). On remarque que pour de petites valeurs de\n",
    "𝑁\n",
    "N, les fluctuations rendent très facile le passage entre les minima."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 410
    },
    "id": "pHmGIYfE_9zP",
    "outputId": "d7e13314-b59e-49cb-88e7-221050cd3b25"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = -.1\n",
    "MCMC_plot(n_list, term, beta, h)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "4Fw-2mRm48a-"
   },
   "source": [
    "Dans ce cas, le champ magnétique $h$ brise la symétrie $pm1$  (étant donné qu'il est négatif, le minimum avec une aimantation négative a une énergie plus faible). Tout ce qui a été dit précédemment s'applique ici également. On peut noter que la convergence (dans le sens où un marcheur unique passe de la configuration initiale au minimum d'aimantation négative) est plus lente pour des valeurs élevées de $n$ car il s'agit d'un algorithme par spin unique."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "xPkrg9x7KsPs"
   },
   "source": [
    "**Dynamique de Glauber**\n",
    "\n",
    "- Soit $ \\bar{S} = \\frac{1}{N} \\sum^N_{i=1} s_{i} $ la magnétisation totale d'un système de $ N $ spins. Montrez que, pour tout $ i=1, \\cdots, N $, la probabilité d'avoir un spin à $ S_{i} = \\pm 1 $, étant donné que tous les autres spins sont fixés, est donnée par :\n",
    "  $$\n",
    "  \\mathbb{P}\\left(S_{i} = \\pm 1 \\mid \\{S_{j}\\}_{j\\neq i}\\right) \\equiv P_{\\pm} = \\frac{1 \\pm \\tanh(\\beta(\\bar{S} + h))}{2}\n",
    "  $$\n",
    "\n",
    "- L'algorithme de Glauber est défini comme suit :\n",
    "  1. Choisir une configuration initiale pour les $ N $ spins. Calculer la magnétisation $ m_{t} $ et l'énergie $ E_{t} $ correspondant à cette configuration.\n",
    "  2. Choisir un spin $ S_{i} $ au hasard. Tirer un nombre aléatoire $ r $ uniformément dans l'intervalle $ [0,1] $. Si $ r < P_{+} $, fixer $ S_{i} = +1 $, sinon fixer $ S_{i} = -1 $. Mettre à jour l'énergie et la magnétisation.\n",
    "  3. Répéter l'étape 2 jusqu'à convergence.\n",
    "\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "id": "fdjuq16UKIk_"
   },
   "outputs": [],
   "source": [
    "def Glauber_plot(n_list, term, beta, h):\n",
    "    for n in n_list:\n",
    "        J = 1/n\n",
    "        spin = np.ones(n)\n",
    "        m_temp = np.zeros(term)\n",
    "        for i in range(term):\n",
    "            sel = np.random.randint(0,n)\n",
    "            pi_plus = .5*(1+np.tanh(beta*(spin.mean()+h)))\n",
    "            spin[sel] = -1\n",
    "            if np.random.rand() < pi_plus:\n",
    "                spin[sel] = 1\n",
    "            m_temp[i] = spin.mean()\n",
    "        if n == 10:\n",
    "            plt.plot(m_temp, label = f'n = {n}', alpha=.5)\n",
    "        else:\n",
    "            plt.plot(m_temp, label = f'n = {n}')\n",
    "\n",
    "    plt.plot(mag_theo(beta, h,1)*np.ones(term), label = 'Theory', color = 'Black')\n",
    "    plt.plot(mag_theo(beta, h,-1)*np.ones(term), color = 'Black')\n",
    "    \n",
    "    plt.xlabel('Time')\n",
    "    plt.ylabel('Magnetization')\n",
    "    plt.legend()\n",
    "    plt.xlim(-500,25000)\n",
    "    plt.title(f'Glauber dynamics for beta = {beta}, h = {h}')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "lBYLgqKw8-gk"
   },
   "source": [
    "L'algorithme de Glauber a un comportement a peine différent. Il semble converger plus rapidement, à la fois pour atteindre n'importe quel minimum pour un marcheur et pour atteindre la distribution stable réelle. Cela peut être déduit des fluctuations plus importantes à l'intérieur du minimum, visibles dans le graphique ci-dessous."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 410
    },
    "id": "bzNLdQg9Kwx9",
    "outputId": "77fca702-a898-47ab-84fe-cfcaca09e7e7"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = 0\n",
    "Glauber_plot(n_list, term, beta, h)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 410
    },
    "id": "v4mCzlvtvteS",
    "outputId": "4a3c4da0-8a1f-42fe-9e95-f96031ee4d67"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "h = -.1\n",
    "Glauber_plot(n_list, term, beta, h)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Qnv8bOA0BoE9"
   },
   "source": [
    "# Part II\n",
    "\n",
    "On montre que dans la limite thermodynamique, on a\n",
    "\n",
    "$$\n",
    "  \\frac{d}{dt}\\langle m(t)\\rangle=-\\langle m(t)\\rangle+\\tanh\\langle m(t)\\rangle\n",
    "  $$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 957
    },
    "id": "A9TSFfBVcFgR",
    "outputId": "3d0d7e86-1616-4a31-80c1-d8887381f4a3"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (5,5)\n",
    "\n",
    "x_base = np.linspace(-1,1,1024)\n",
    "plt.plot(x_base, x_base, color = 'black')\n",
    "plt.plot(x_base, np.tanh(.1*(x_base)), label = f'beta = {.1}')\n",
    "plt.plot(x_base, np.tanh(.5*(x_base)), label = f'beta = {.5}')\n",
    "plt.plot(x_base, np.tanh(1*(x_base)), label = f'beta = {1}')\n",
    "plt.plot(x_base, np.tanh(1.5*(x_base)), label = f'beta = {1.5}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base)), label = f'beta = {2}')\n",
    "plt.legend()\n",
    "plt.xlabel('Magnetization m')\n",
    "plt.ylabel('tanh(b(m+h))')\n",
    "plt.title('MF equation for h = 0')\n",
    "plt.show()\n",
    "\n",
    "plt.plot(x_base, x_base, color = 'black')\n",
    "plt.plot(x_base, np.tanh(2*(x_base-.5)), label = f'h = {-0.5}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base-.3)), label = f'h = {-0.3}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base-.1)), label = f'h = {-0.1}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base)), label = f'h = {0}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base+.1)), label = f'h = {0.1}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base+.3)), label = f'h = {0.3}')\n",
    "plt.plot(x_base, np.tanh(2*(x_base+.5)), label = f'h = {0.5}')\n",
    "plt.legend()\n",
    "plt.xlabel('Magnetization m')\n",
    "plt.ylabel('tanh(b(m+h))')\n",
    "plt.title('MF equation for beta = 2')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "OlVo5vHcBwEg"
   },
   "source": [
    "Nous pouvons voir que dans le cas sans champ magnétique, il y a une transition de phase pour $\\beta=1$ Nous pouvons également considérer ces graphiques comme un moyen d'étudier les points d'équilibre des équations de champ moyen : pour $\\beta<1$ nous avons un équilibre stable, tandis que pour $\\beta>1$, nous avons trois points d'équilibre, dont deux sont stables (celui à zéro est instable).\n",
    "\n",
    "Dans le cas avec champ magnétique, nous nous restreignons à étudier des systèmes avec des champs magnétiques négatifs en raison de la symétrie $\\pm1$. Fixons $\\beta>1$, pour $h$ plus négatif qu'un certain seuil, nous avons un seul point d'équilibre stable, sinon nous en avons deux comme précédemment. Ce seuil est appele la \"spinodale\"."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "D'abord on comence avec le calcul analytique du point \"spinodale\" pour $h>0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-0.266419987676776 -0.1664199876767548 -0.06641998767677548 0.03358001232322394\n",
      "0.26641998767677605\n"
     ]
    }
   ],
   "source": [
    "beta_fix = 2.0\n",
    "\n",
    "def func(h, beta):\n",
    "    def f(m):\n",
    "        return beta * (1 - math.tanh(beta * (m + h)) ** 2) - 1\n",
    "\n",
    "    m_found = root_scalar(f, bracket=[-500.0, 0], maxiter=250, xtol=1e-6).root\n",
    "\n",
    "    return math.tanh(beta * (m_found + h)) - m_found\n",
    "\n",
    "print(func(0.0, beta_fix), func(0.1, beta_fix), func(0.2, beta_fix), func(0.3, beta_fix))\n",
    "\n",
    "h_spinodal = root_scalar(func, bracket=[0, 0.3], args=(beta_fix)).root\n",
    "print(h_spinodal)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "id": "i3AqG3WOhJNV"
   },
   "outputs": [],
   "source": [
    "def ode_glauber(beta, h, dt, sample, start = 1):\n",
    "    m_list = start * np.ones(sample)\n",
    "    for i in range(1,sample):\n",
    "        m_list[i] = m_list[i-1] + dt*(math.tanh(beta*(m_list[i-1]+h)) - m_list[i-1])\n",
    "    return m_list\n",
    "\n",
    "def Glauber_theory(n, term, beta, h, state, color):\n",
    "    J = 1/n\n",
    "    spin = state*np.ones(n)\n",
    "    m_temp = np.zeros(term)\n",
    "    for i in range(term):\n",
    "        sel = np.random.randint(0,n)\n",
    "        pi_plus = .5*(1+np.tanh(beta*(spin.mean()+h)))\n",
    "        spin[sel] = -1\n",
    "        if np.random.rand() < pi_plus:\n",
    "            spin[sel] = 1\n",
    "        m_temp[i] = spin.mean()\n",
    "    plt.plot(m_temp, color = color)\n",
    "\n",
    "\n",
    "def Glauber_theory_m(n, term, beta, h, m, color):\n",
    "    J = 1/n\n",
    "    spin = np.ones(n)\n",
    "    spin[:int((1-m)*n/2)] *= -1\n",
    "    m_temp = np.zeros(term)\n",
    "    for i in range(term):\n",
    "        sel = np.random.randint(0,n)\n",
    "        pi_plus = .5*(1+np.tanh(beta*(spin.mean()+h)))\n",
    "        spin[sel] = -1\n",
    "        if np.random.rand() < pi_plus:\n",
    "            spin[sel] = 1\n",
    "        m_temp[i] = spin.mean()\n",
    "    plt.plot(m_temp, color = color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 487
    },
    "id": "WkX5ak-9hJIh",
    "outputId": "b1e5e632-2f82-4e57-c066-d841720f983f"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (8,5)\n",
    "cycle = plt.rcParams['axes.prop_cycle'].by_key()['color']\n",
    "\n",
    "n = 5000\n",
    "term_beta = 3*term\n",
    "\n",
    "\n",
    "beta = .2\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta), color = 'blue', label=f'beta = {beta}')\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta, start=-1), color = 'blue')\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=1, color=cycle[0])\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=-1, color=cycle[0])\n",
    "\n",
    "beta = .5\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta), color = 'orange', label=f'beta = {beta}')\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta, start=-1), color = 'orange')\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=1, color=cycle[1])\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=-1, color=cycle[1])\n",
    "\n",
    "beta = 1\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta), color = 'green', label=f'beta = {beta}')\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta, start=-1), color = 'green')\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=1, color=cycle[2])\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=-1, color=cycle[2])\n",
    "\n",
    "beta = 1.5\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta), color = 'red', label=f'beta = {beta}')\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta, start=-1), color = 'red')\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=1, color=cycle[3])\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=-1, color=cycle[3])\n",
    "\n",
    "beta = 2\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta), color = 'violet', label=f'beta = {beta}')\n",
    "plt.plot(ode_glauber(beta, h=0, dt=1/n, sample=term_beta, start=-1), color = 'violet')\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=1, color=cycle[4])\n",
    "Glauber_theory(n, term_beta, beta, h=0, state=-1, color=cycle[4])\n",
    "\n",
    "plt.legend()\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Magnetization')\n",
    "plt.title('Glauber dynamics for h = 0')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Zd-gk8MmFjkz"
   },
   "source": [
    "Nous superposons les solutions des équations de champ moyen avec les résultats des simulations. Nous choisissons des conditions initiales avec différentes aimantations. Dans ce cas, il n'y a pas de minima sous-optimaux de l'énergie car il n'y a pas de champ magnétique. On peut clairement observer la transition de phase."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 404
    },
    "id": "WE7QAfDfhJGB",
    "outputId": "94120aa4-949c-4040-d969-7b4464de8d07"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/matteovilucchio/Documents/GitHub/IdePHICS/PHYS338private/venv/lib/python3.12/site-packages/IPython/core/pylabtools.py:170: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (8,5)\n",
    "cycle = plt.rcParams['axes.prop_cycle'].by_key()['color']\n",
    "\n",
    "n = 13000\n",
    "term_beta = 8*term\n",
    "\n",
    "\n",
    "beta = 2\n",
    "h = -.5\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'blue', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'blue')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[0])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[0])\n",
    "\n",
    "h = -.4\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'orange', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'orange')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[1])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[1])\n",
    "\n",
    "h = -.35\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'green', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'green')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[2])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[2])\n",
    "\n",
    "h = -.32\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'red', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'red')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[3])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[3])\n",
    "\n",
    "h = -.3\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'darkorchid', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'darkorchid')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[4])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[4])\n",
    "\n",
    "h = -h_spinodal\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'yellow', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'yellow')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[5])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[5])\n",
    "\n",
    "h = -.2\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'brown', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'brown')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[5])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[5])\n",
    "\n",
    "h = 0\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta), color = 'pink', label=f'h = {h}')\n",
    "plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=-1), color = 'pink')\n",
    "Glauber_theory(n, term_beta, beta, h, state=1, color=cycle[6])\n",
    "Glauber_theory(n, term_beta, beta, h, state=-1, color=cycle[6])\n",
    "\n",
    "plt.legend()\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Magnetization')\n",
    "plt.title('Glauber dynamics for beta = 2')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "CtfRi3y1GIee"
   },
   "source": [
    "Here we study the case with a magnetic field. For h approximately more negative then -0.3 we have only one stable equilibrium point. In case h > -0.3 we have two stable points, but as we can see we only reach the 'closest' one (meaning the one with closer magnetization), not the optimal one. We can see that there is not a perfect agreement between the MF equation and the simulation for h approximately -0.3, which is mostly because the system is really sensible to perturbations (as it can be seen from the MF fixed point equation graph above)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 350
    },
    "id": "gSMMRsTPwQKp",
    "outputId": "93cd19c9-7884-4d28-d024-f2e59ea8b81c"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n = 5000\n",
    "term_beta = 3*term\n",
    "\n",
    "beta = 2\n",
    "h = -.2\n",
    "start_list = np.linspace(-1,1,16)\n",
    "\n",
    "for start in start_list:\n",
    "    plt.plot(ode_glauber(beta, h, dt=1/n, sample=term_beta, start=start), color = 'blue')\n",
    "    Glauber_theory_m(n, term_beta, beta, h, start, color=cycle[1])\n",
    "\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Magnetization')\n",
    "plt.title(f'Glauber dynamics for beta = {beta}, h = {h}')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "468SI23bJP6I"
   },
   "source": [
    "Here we see this effect even more clearly. For some initial configurations we reach a state of the system that is not the global minimum of the energy. This is also seen by just observing the MF equations and noticing that they have more then one stable equilibrium points, so we are bound to have some initial conditions that converge to a non optimal minimum."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "id": "QZClJx1yyTjY"
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "provenance": []
  },
  "kernelspec": {
   "display_name": "venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
