{
 "cells": [
  {
   "cell_type": "markdown",
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    "tags": []
   },
   "source": [
    "# Python-реализация алгоритмов и инструментарий для моделирования динамики сверхпроводникого квантового интерферометра с двумя джозефсоновскими переходами (СКВИД постоянного тока)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2a1b38e-3709-443a-8f3b-1bbd1f8d6fe9",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 1. Описание модели\n",
    "\n",
    "__Эффект Джозефсона и джозефсоновский переход:__\n",
    "\n",
    "Связь двух сверхпроводящих слоев посредством тонкого слоя несверхпроводящего барьера образует структуру называемую джозефсоновским переходом (в честь Английского ученого Брайана Джозефсона). При пропускании электрического тока через джозефсоновский переход в зависимости от величины тока наблюдается стационарный и нестационарный эффект Джозефсона.\n",
    "\n",
    "_Стационарный эффект Джозефсона._ При пропускании тока ниже критического значения ($I<I_{c}$) в джозефсоновском переходе (ДП) отсутсвует напряжение и через переход течет сверхпроводящий ток. Данный ток пропорционален синусу разности фаз параметров порядка сверхпроводящих слоев образующих ДП.\n",
    "\n",
    "$$\n",
    "\\begin{eqnarray}\n",
    "I_{s}=I_{c}\\sin\\varphi.\n",
    "\\label{eq1}\n",
    "\\tag{1}\n",
    "\\end{eqnarray}\n",
    "$$\n",
    "\n",
    "_Нестационарный эффект Джозефсона._ При увеличении тока выше критического значения ($I>I_{c}$) возникает переменное напряжение в ДП и оно пропорционально производной разности фаз\n",
    "\n",
    "$$\n",
    "\\begin{eqnarray}\n",
    "V=\\frac{\\hbar}{2e}\\frac{d\\varphi}{dt}.\n",
    "\\label{eq2}\n",
    "\\tag{2}\n",
    "\\end{eqnarray}\n",
    "$$\n",
    "\n",
    "__Сверхпроводниковые квантовые интерференционные устройства (СКВИД)__\n",
    "\n",
    "Системы содержащие джозефсоновские переходы давно нашли свое применение в различных отраслях науки и техники. Одним из таких примеров является так называемые сверхпроводниковые квантовые интерференционные устройства. В литературе эти устройства известны как СКВИД (от английского SQUID - Superconducting Quantum Interference Device). Различают двух типов СКВИДа: СКВИД постоянного тока (DC-SQUID) и СКВИД переменного тока (RF-SQUID). СКВИД постоянного тока представляет собой сверхпроводниковое кольцо, состоящее из двух параллельно соединенных джозефсоновских переходов, и широко применяется как устройство для измерения очень слабых магнитных полей. А СКВИД переменного тока применяются как чувствительный прибор слабого переменного поля.\n",
    "\n",
    "Рассмотрим, СКВИД постоянного тока (DC-SQUID), схематический вид которого представлен на Рис.1. Плоскость на которой лежат джозефсоновские переходы и ограничено соединяющими сверхпроводящими проводниками будем называть поверхностью СКВИДа. Предположим, что перпендикулярно к поверхности СКВИДа приложено постоянное магнитное поле $B$ направленное снизу вверх и оно приведет к потоку $\\Phi_{ext}=BS$, где $S$ площадь поверхности СКВИДа.\n",
    "\n",
    "<img src=\"squid_scheme.png\" width=\"240\" height=\"200\" />\n",
    "\n",
    "Рис.1 Схематический вид СКВИДа\n",
    "\n",
    "<img src=\"squid-equival.png\" width=\"240\" height=\"200\" />\n",
    "\n",
    "Рис.2 Эквивалентная схема СКВИДа.\n",
    "\n",
    "\n",
    "Динамика перехода описывается Resitively Capasitevily Shunted Junction (RCSJ) моделью\\cite{r}. В рамках этой модели\n",
    "ДП моделируется как параллельное соединение конденсатора, резистора и сверхпроводника, через которые протекают, соответственно, ток смещения, квазичастичный и сверхпроводящий токи. Учитывая индуктивности сверхпроводящих проводников соединяющие джозефсоновские переходы 1 и 2 Можно написать эквивалентную схему СКВИДа, которая  представлена на Рис. 2. Индексами 1 и 2 обозначены, соответсвенно левый и правый и правый ДП. Через СКВИД пропускается внешный ток $I$, которая распределясь на $I_{1}$ и $I_{2}$ течет через джозефсоновские переходы 1 и 2 и в резистивном состоянии ДП-ов  приводит к среднему напряжению $V$. Кроме того из за наличия потока внешнего магнитного поля $\\Phi_{ext}$ возникает циркулирующий сверхпроводящий ток $J$. Здесь $L_{1}$ и $L_{2}$ обозначают индуктивность сверхпроводящих проводников соединяющих джозефсоновские переходы и $C_{1,2}$, $ R_{1,2}$, $ I_{c,1,2}$ емкость, сопротивление и критический ток ДП, соответвенно. Согласно RCSJ-модели токи $I_{1}$ и $I_{2}$ определяются выражениями\n",
    "\n",
    "$$\n",
    "\\label{currents}\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    "I_{1}=C\\frac{dV_{1}}{dt}+\\frac{V_{1}}{R_{1}} +I_{c1}\\sin\\varphi_{1},\n",
    "\\\\\n",
    "\\displaystyle\n",
    "I_{2}=C\\frac{dV_{2}}{dt}+\\frac{V_{2}}{R_{2}} +I_{c2}\\sin\\varphi_{2},\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "\n",
    "где $V_{i}=\\frac{\\Phi_{0}}{2\\pi}\\frac{d\\varphi_{i}}{dt}$ напряжение в $i$-ом переходе, $\\Phi_{0}=\\frac{\\hbar}{2e}$-квант магнитного потока. С другой стороны, согласно правила Кирхгофа для токов можно записать\n",
    "\n",
    "$$\n",
    "\\label{currents1}\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    "  I_{1}=\\frac{I}{2}+J,\n",
    " \\\\\n",
    "  \\displaystyle\n",
    "  I_{2}=\\frac{I}{2}-J.\n",
    "\\end{array}\\right.\n",
    "$$\n",
    "\n",
    "Далее для простоты предполагаем, что индуктивности проводников равны друг другу и ДП СКВИДа одинаковы, т.е. полагаем\n",
    "\n",
    "$$C_{1}=C_{2}=C,\\hspace{0.5cm} R_{1}=R_{2}=R,\\hspace{0.5cm} L_{1}=L_{2}=L,\\hspace{0.5cm} I_{c1}=I_{c2}=I_{c}.$$\n",
    "\n",
    "Магнитный поток через СКВИД складывается из потока создаваемого внешним полем $\\Phi_{ext}$ и циркулирующим током $J$  и записывается в виде\n",
    "\n",
    "$$\n",
    "\\label{flux1}\n",
    "\\Phi=\\Phi_{ext}+L(I_{1}-I_{2})=\\Phi_{ext}+2LJ.\n",
    "$$\n",
    "\n",
    "Хорошо известно, что магнитный поток через сверхпроводниковые контуры квантуется, т.е. принимает дискретное значения кратное к $\\Phi_{0}$. Выражение для квантования магнитного потока для рассматриваемой системы можно записать\n",
    "\n",
    "$$\n",
    "\\label{flux2}\n",
    "\\varphi_{2}-\\varphi_{1}+2\\pi n=\\frac{2\\pi}{\\Phi_{0}}\\Phi=\\frac{2\\pi}{\\Phi_{0}}(\\Phi_{ext}+2LJ),\n",
    "$$\n",
    "\n",
    "или\n",
    "\n",
    "$$\n",
    "\\label{flux3}\n",
    "\\varphi_{2}-\\varphi_{1}+2\\pi n=2\\pi\\varphi_{ext}+\\frac{4\\pi L}{\\Phi_{0}}J,\n",
    "$$\n",
    "\n",
    "где  $\\varphi_{ext}$ безразмерный поток внешнего магнитного поля нормированный на $\\Phi_{0}$. Отсюда можно получить выражению для циркулирующего тока\n",
    "\n",
    "$$\n",
    "\\label{circulating_current}\n",
    "J=\\frac{\\Phi_{0}}{4\\pi L}[\\varphi_{2}-\\varphi_{1}+2\\pi(n-\\varphi_{ext})].\n",
    "$$\n",
    "\n",
    "Тогда с учетом (2)-(5) можно получить замкнутую систему уравнений для описания СКВИДа:\n",
    "\n",
    "$$\n",
    "\\label{currents2}\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    " C\\frac{dV_{1}}{dt}+\\frac{V_{1}}{R}+I_{c}\\sin\\varphi_{1}=\\frac{I}{2}+\\frac{\\Phi_{0}}{4\\pi L}[\\varphi_{2}-\\varphi_{1}+2\\pi(n-\\varphi_{ext})],\\\\\n",
    " \\displaystyle\n",
    "\\frac{\\Phi_{0}}{2\\pi}\\frac{d\\varphi_{1}}{dt}=V_{1}\\\\\n",
    " \\displaystyle\n",
    " C\\frac{dV_{2}}{dt}+\\frac{V_{2}}{R}+I_{c}\\sin\\varphi_{2}=\\frac{I}{2}-\\frac{\\Phi_{0}}{4\\pi L}[\\varphi_{2}-\\varphi_{1}+2\\pi(n-\\varphi_{ext})],\n",
    " \\\\\n",
    " \\displaystyle\n",
    " \\frac{\\Phi_{0}}{2\\pi}\\frac{d\\varphi_{2}}{dt}=V_{2}\n",
    "\\end{array},\\right.\n",
    "$$\n",
    "\n",
    "Переходя к безразмерным величинам можно написать\n",
    "\n",
    "$$\n",
    "\\label{eqsystem}\n",
    "\\left\\{\\begin{array}{l}\n",
    "\\displaystyle\n",
    " \\frac{dV_{1}}{dt}=\\frac{1}{\\beta_{c}}\\bigg\\{\\frac{I}{2}-\\frac{d\\varphi_{1}}{dt}-\\sin(\\varphi_{1})+\\frac{1}{2\\beta_{L}}[\\varphi_{2}-\\varphi_{1}+2\\pi(n-\\varphi_{ext})]\\bigg\\}\\\\\n",
    " \\displaystyle\n",
    " \\frac{d\\varphi_{1}}{dt}=V_{1}\\\\\n",
    " \\displaystyle\n",
    "\\frac{dV_{2}}{dt}=\\frac{1}{\\beta_{c}}\\bigg\\{\\frac{I}{2}-\\frac{d\\varphi_{2}}{dt}-\\sin(\\varphi_{2})-\\frac{1}{2\\beta_{L}}[\\varphi_{2}-\\varphi_{1}+2\\pi(n-\\varphi_{ext})]\\bigg\\}\\\\\n",
    "\\displaystyle\n",
    " \\frac{d\\varphi_{2}}{dt}=V_{2}\n",
    "\\end{array},\\right.\n",
    "$$\n",
    "\n",
    "где $\\beta_{c}=C\\Phi_{0}\\omega_{c}^{2}/(2\\pi I_{c})$ - параметр МакКамбера,  $\\omega_{c}=2\\pi R I_{c}/\\Phi_{0}$- характеристическая частота Джозефсона, $\\beta_{L}=2\\pi L I_{c}/\\Phi_{0}$- обезразмеренная индуктивность, $\\Phi_{0}=h/(2e)$ - квант магнитного потока, $\\varphi_{ext}=\\Phi_{ext}/\\Phi_{0}$ - безразмерный поток внешнего магнитного поля. Здесь напряжение нормировано на $V_{c}=I_{c}R$, ток на $I_{c}$ и время $t$ на $\\omega^{-1}_{c}$, где $\\omega_{c}=2\\pi V_{c}/\\Phi_{0}$. Начальные условия для системы уравнений \\eqref{eqsystem} заданы в виде $V_1(0)=V_2(0)=0$ и $\\varphi_1(0)=\\varphi_2(0)=0$.\n",
    " \n",
    " \n",
    "__Постановка задачи:__\n",
    "Необходимо вычислить:\n",
    "1. Вольт-амперную характеристику (ВАХ) СКВИДа\n",
    "2. Зависимость критического тока от потока внешнего магнитного поля.\n",
    "\n",
    "__Алгоритм рассчета__\n",
    "\n",
    "Ниже опишем алгоритм вычисления ВАХ и зависимости критического тока от внешнего магнитного поля.  При заданном значений параметров и начальных условий при фиксированном значении тока $I$ численно решается СДУ (\\ref{eqsystem}) в интервале времени [0, Tmax] с шагом $\\Delta t$. Полученная временная зависимость напряжения усредняется по времени по формуле\n",
    "\n",
    "$$\\bar{V}=\\frac{1}{T_{\\max}-T_{\\min}} \\int_{T_{\\min}}^{T_{\\max}}V(t)dt$$\n",
    "\n",
    "и в результате вычисляется одна точка ВАХ для заданного значения\n",
    "$I$. Отметим, что при усреднении интегрирования начинается от времени\n",
    "$Tmin$, после которого решение стабилизируется. Далее меняется значение\n",
    "тока на δI и повторяется вышеописанные действия. При этом вычисленные\n",
    "φ(Tmax) и V (Tmax) для предыдущего значения тока будут использоваться\n",
    "в качестве начального условия для текущего значения тока. Таким\n",
    "образом увеличивая ток до Imax и уменьшая его обратно до нуля получаем\n",
    "ВАХ ДП.\n",
    "\n",
    "Для определения критического тока в процессе вычисления ВАХ фиксируется\n",
    "значения внешнего тока при которой выполняется условие V>0, т е значение тока при которой возникает напряжение, считается критическим током."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74e74450-85b0-4dbc-afb6-53ca40d3dad4",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Подключаем библиотеки"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "447939c0-5023-4177-8c11-f6c7b487a514",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math as m\n",
    "from scipy.integrate import solve_ivp\n",
    "from functools import partial\n",
    "from scipy.integrate import odeint\n",
    "import time\n",
    "\n",
    "from numbalsoda import lsoda_sig, lsoda, dop853\n",
    "from numba import njit, cfunc\n",
    "\n",
    "import seaborn as sns\n",
    "sns.set()\n",
    "sns.set(style=\"whitegrid\")\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b88f2ef-7fe2-4780-a431-98ad043abfa7",
   "metadata": {
    "tags": []
   },
   "source": [
    "## 1. Численное решение задачи Коши для системы уравнений (1, 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e202fa0-c8f6-47dc-aa7b-d5bbfe47bcb5",
   "metadata": {},
   "source": [
    "### Функция для вычисления значений правых частей уравнений (1, 2) (Numba version)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "51689804-55de-42a2-a0ec-3e5f9a457ec4",
   "metadata": {},
   "outputs": [],
   "source": [
    "@cfunc(lsoda_sig)\n",
    "def rhs(t, S, dS, p):\n",
    "    ''' Функция определяющая правую часть систему уравнений.\n",
    "        Возвращает значения правой части уравнений при заданных значениях\n",
    "        параметров.\n",
    "        S - массив математических функций\n",
    "        dS - массив производных от математических функций по времени\n",
    "        p - массив параметров\n",
    "        '''\n",
    "    # Задаем параметров модели\n",
    "    beta_c = p[0]\n",
    "    beta_L = p[1]\n",
    "    Pi = p[2]\n",
    "    n = p[3]\n",
    "    Icurr = p[4]\n",
    "    ph_ext = p[5]\n",
    "    # S массив которая содержит значения функций в начале (начальное условие)\n",
    "    ph1 = S[0]\n",
    "    V1 = S[1]\n",
    "    ph2 = S[2]\n",
    "    V2 = S[3]\n",
    "    # Задаем правую часть системы уравнений\n",
    "    dph1 = V1\n",
    "    dV1 = (1./beta_c) * ((Icurr/2.) - V1 - np.sin(ph1)\n",
    "                         + (1./(2.*beta_L)) * (ph2-ph1+2*Pi*(n-ph_ext)))\n",
    "    dph2 = V2\n",
    "    dV2 = (1./beta_c) * ((Icurr/2.) - V2 - np.sin(ph2)\n",
    "                         - (1./(2.*beta_L)) * (ph2-ph1+2*Pi*(n-ph_ext)))\n",
    "    # Передаем правые части уравнений в массив dS\n",
    "    dS[0] = dph1\n",
    "    dS[1] = dV1\n",
    "    dS[2] = dph2\n",
    "    dS[3] = dV2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "23caf8cc-907b-4026-bf38-2bea0c5a1a34",
   "metadata": {},
   "outputs": [],
   "source": [
    "funcptr = rhs.address  # address to ODE function"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0b1d1025-9bfc-4dd3-8345-8e24aef6c867",
   "metadata": {},
   "source": [
    "### Задаем значения параметров модели для численного решения системы уравнений\n",
    "__Важно: необходимо соблюдать типы переменных, когда задаем начальные условия и параметры__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "bee602ef-67a8-4d08-b0a9-887f274aa6d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "beta_c = 0.5  # Параметр диссипации\n",
    "beta_L = 1.0  # Амплитуда внешнего излучения\n",
    "Pi = 3.14159265358979323\n",
    "n = 0  # Период внешнего излучения\n",
    "Icurr = 2\n",
    "ph_ext = 0.5\n",
    "Tmax = 800  # Максимальное значение времени\n",
    "deltat = 0.05\n",
    "t0 = 0\n",
    "nt = int(Tmax / deltat)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "731508d4-a1c2-4909-a57e-8ae4d633c124",
   "metadata": {},
   "source": [
    "__Создаем массив с значениями времени для решения уравнения и задаем начальные условия__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "8400e219-2b01-480d-baea-180327320d8a",
   "metadata": {},
   "outputs": [],
   "source": [
    "time_array = np.linspace(0, Tmax, num=nt)\n",
    "s0 = np.array([0, 0, 0, 0])  # Initial conditions"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a83fe975-9a97-457b-acec-222d7bd2dff0",
   "metadata": {},
   "source": [
    "__Создаем массив с значениями параметров__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "03209804-e950-4573-87d1-950f185def07",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.5       , 1.        , 3.14159265, 0.        , 2.        ,\n",
       "       0.5       ])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# beta_c, beta_L, Pi, n, Icurr, ph_ext\n",
    "data = np.array([beta_c, beta_L, Pi, n, Icurr, ph_ext])\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8db51aef-98e5-4332-a530-31b54a52b1be",
   "metadata": {},
   "source": [
    "__Численно решаем систему уравнений методом LSODA__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "a863a328-34bc-40ac-9568-cf19e1ade081",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 267 ms, sys: 1.56 ms, total: 268 ms\n",
      "Wall time: 268 ms\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "# integrate with lsoda method\n",
    "usol, success = lsoda(funcptr, s0, time_array, rtol = 1e-8, atol = 1e-8, data = data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b653f412-a6fd-4011-a3d2-59560a975998",
   "metadata": {},
   "source": [
    "__Извлекаем из массива решений значения напряжения V1 и V2__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "ff25e3e6-aec9-4db5-ab86-af7752aeb405",
   "metadata": {},
   "outputs": [],
   "source": [
    "V1time = usol[:, 1]\n",
    "V2time = usol[:, 3]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "58fecee1-49e4-4264-ad1f-33b411e03ea8",
   "metadata": {},
   "source": [
    "__Временная зависимость V1 и V2__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "040c2e61-a1ce-45d8-9de6-dd141c85591e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(12, 10))\n",
    "plt.plot(time_array, V1time, label='Временная зависимость', linewidth=2)\n",
    "plt.xlabel('time', size=12)\n",
    "plt.ylabel('V1', size=12)\n",
    "plt.legend(loc='upper right')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "2bdcd87e-99bf-4e0d-8d96-41d886fd4330",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(12, 10))\n",
    "plt.plot(time_array, V2time, label='Временная зависимость', linewidth=2)\n",
    "plt.xlabel('time', size=12)\n",
    "plt.ylabel('V2', size=12)\n",
    "plt.legend(loc='upper right')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "95093771-b686-4030-bc5c-65b975cf94d7",
   "metadata": {},
   "source": [
    "## 2. Алгоритм для нахождения вольт-амперной характеристики (ВАХ) СКВИДа\n",
    "\n",
    "Для нахождения ВАХ нам нужно полученную временную зависимость усреднить. Для этого необходимо усреднить по отдельности  V1 и V2 и затем вычислить среднее от полученных < V1 > и < V2 >. Этот шаг можно реализовать в виде функции которая принимая временные зависимости V1 и V2 возвращает среднее значения < V >"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3405c738-03a5-45a6-9728-e70293e932a4",
   "metadata": {},
   "source": [
    "__Функция для усреднения напряжения__ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "624cb2a1-0231-4099-9e92-1062e6d1e788",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def averageV_new(ntmin, nt, deltat, V1, V2):\n",
    "    ''' Функция для вычисления среднего значения напряжения.\n",
    "        Возвращает среднее значение напряжения для заданной\n",
    "            временной зависимости напряжений в первом и втором ДП\n",
    "        ntmin-номер шага по времени соответсвующая\n",
    "                нижней границе интегрирования,\n",
    "        nt - количество точек по времени, в которых найдены решения,\n",
    "        V1 - временная зависимость напряжения первого ДП,\n",
    "        V2 - временная зависимость напряжения второго ДП,\n",
    "        '''\n",
    "    V1av = np.sum(V1[ntmin: nt])/((nt-ntmin))\n",
    "    V2av = np.sum(V2[ntmin: nt])/((nt-ntmin))\n",
    "    Vav = (V1av + V2av)/2\n",
    "    return Vav"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ff9f64f-a16f-4643-89d4-632e0b9c9cd8",
   "metadata": {},
   "source": [
    "__Функция для вычисления одной точки ВАХ__\n",
    "\n",
    "Создаем функцию, которая вычисляет одну точку ВАХ, т.е. выполняет следующие шаги:\n",
    "\n",
    "* принимает начальные условия и значения параметров модели\n",
    "* решает численно уравнения\n",
    "* используя ранее созданную функцию averageV_new усредняет напряжение\n",
    "* возвращает среднее напряжение и начальные условия для вычисления следующей точки ВАХ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "4f1c5766-dbaa-43d5-b118-85fa572d9483",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def cvcpoint_new(s0, beta_c, beta_L, Pi, n,\n",
    "                 Icurr, ph_ext, nt, ntmin, t0, deltat):\n",
    "    ''' Функция для вычисления одной точки ВАХ.\n",
    "        Возвращает для заданного значения тока вычисленную среднее значение\n",
    "            напряжения при заданных значений параметров.\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, Pi, n, Icurr, ph_ext,-параметры модели\n",
    "        nt - количество точек по времени, в которых найдены решения,\n",
    "        ntmin - номер шага по времени соответсвующее\n",
    "                нижней границе интегрирования,\n",
    "        t0 - начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        '''\n",
    "    data = np.array([beta_c, beta_L, Pi, n, Icurr, ph_ext])\n",
    "    t_e = np.linspace(t0, nt*deltat, nt)\n",
    "    # integrate with lsoda method\n",
    "    usol, success = lsoda(funcptr, s0, t_e, rtol=1e-8, atol=1e-8, data=data)\n",
    "    # получение результатов из массива usol\n",
    "    ph1time = usol[:, 0]\n",
    "    V1time = usol[:, 1]\n",
    "    ph2time = usol[:, 2]\n",
    "    V2time = usol[:, 3]\n",
    "    s0 = np.array([ph1time[nt-1], V1time[nt-1], ph2time[nt-1], V2time[nt-1]])\n",
    "    Vav = averageV_new(ntmin, nt, deltat, V1time, V2time)\n",
    "    return np.array([Vav, ph1time[nt-1], V1time[nt-1],\n",
    "                     ph2time[nt-1], V2time[nt-1]])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99c8630d-1d10-4e50-a30e-27330d4fe84e",
   "metadata": {},
   "source": [
    "__Функция для вычисления ВАХ__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ff2cd09a-1be0-4e6b-9699-64557b851bf1",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def comput_vax(s0, beta_c, beta_L, Pi, n,\n",
    "               Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI):\n",
    "    ''' Функция для вычисления однопетлевой ВАХ.\n",
    "        Возвращает для заданного значения параметров массива\n",
    "            с значениями тока и вычисленного напряжения\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, Pi, n, Icurr, ph_ext,-параметры модели\n",
    "        nt - количество точек по времени, в которых найдены решения,\n",
    "        ntmin - номер шага по времени соответсвующее\n",
    "                нижней границе интегрирования,\n",
    "        t0 - начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        '''\n",
    "    Vplot = []\n",
    "    Iplot = []\n",
    "    while Icurr < 100:\n",
    "        res = cvcpoint_new(s0, beta_c, beta_L, Pi, n,\n",
    "                           Icurr, ph_ext, nt, ntmin, t0, deltat)\n",
    "        Vav = res[0]\n",
    "        s0 = res[1:]\n",
    "        Vplot.append(Vav)\n",
    "        Iplot.append(Icurr)\n",
    "        Icurr += a*deltaI\n",
    "        if(Icurr > Imax):\n",
    "            a = -1\n",
    "        if ((Icurr < 0) and (a == -1)):\n",
    "            break\n",
    "    return np.column_stack((np.array(Iplot), np.array(Vplot)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c5c12fa-ed58-4419-9b1d-d723ce9d12bd",
   "metadata": {},
   "source": [
    "__Задаем значения параметров для вычисления ВАХ__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "6bb24712-9ed1-43b0-95bc-e7586a38376d",
   "metadata": {},
   "outputs": [],
   "source": [
    "Tmin = 50.0  # Начало интервала для интегрирования для усреднения\n",
    "ntmin = int(Tmin/deltat)\n",
    "deltaI = 0.001\n",
    "Icurr = 0.0\n",
    "a = 1\n",
    "Imax = 2.2\n",
    "s0 = np.array([0.0, 0.0, 0.0, 0.0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "09338dc2-25ec-4dfe-97b2-0fd103e0749e",
   "metadata": {},
   "outputs": [],
   "source": [
    "res = cvcpoint_new(s0, beta_c, beta_L, Pi, n,\n",
    "                   Icurr, ph_ext, nt, ntmin, t0, deltat)\n",
    "print(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "68518c68-6e92-4fe2-ac49-6de2cb190e62",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(res[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "cf48e93c-dbc2-48fc-ae57-bbb624cf4e24",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(res[1:])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eca726e6-b165-49fd-8ef7-fb0d148b79f2",
   "metadata": {},
   "source": [
    "__Вычислим ВАХ__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "339380fe-baba-46ea-892d-3a4f2d124a94",
   "metadata": {},
   "outputs": [],
   "source": [
    "start = time.time()\n",
    "res = comput_vax(s0, beta_c, beta_L, Pi, n,\n",
    "                 Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "20aebba0-4906-445e-8978-ec5b278ca494",
   "metadata": {},
   "source": [
    "__График ВАХ__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "cc22bce5-a022-4174-8983-5d4adbd292ce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(12, 10))\n",
    "plt.plot(res[:, 0], res[:, 1], label='ВАХ', linewidth=3.0)\n",
    "plt.xlabel('I', size=12)\n",
    "plt.ylabel('V', size=12)\n",
    "plt.legend(loc='upper left')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfca23cb-2680-4149-a2b3-f75a20c4c4df",
   "metadata": {},
   "source": [
    "### Описание ВАХ\n",
    "\n",
    "Как видно из ВАХ с увеличением тока начиная от нуля до 0.8 значения напряжение равна нулю (стационарный эффект Джозефсона). При достижении значения тока 0.8 появляется напряжение и далее с ростом тока растет и напряжение. Как было отмечено в описании модели ток при котором появляется напряжение назывется критическим током. Теперь рассмотрим как критический ток меняется с изменением внешнего потока."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b80784fe-d6e5-491d-b7d6-785623f591fb",
   "metadata": {},
   "source": [
    "### Исследование влияния $\\varphi_{ext}$ на ВАХ\n",
    "\n",
    "Проведем вычисления при различных значений $\\varphi_{ext}$, например при $\\varphi_{ext}=0$, $\\varphi_{ext}=0.25$ и $\\varphi_{ext}=0.5$. Численное моделирование проводилось в интервале времени [0, 1000] с шагом 0.05."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "0fb01028-3d74-4add-9a9f-b18c45c2f1b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "ph_ext = 0\n",
    "start = time.time()\n",
    "res0 = comput_vax(s0, beta_c, beta_L, Pi, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "4078c083-8b90-4dbb-a50a-c4c29d87edf5",
   "metadata": {},
   "outputs": [],
   "source": [
    "ph_ext = 0.25\n",
    "start = time.time()\n",
    "res1 = comput_vax(s0, beta_c, beta_L, Pi, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "20b741c0-5863-451b-bb68-1571ca5a7075",
   "metadata": {},
   "outputs": [],
   "source": [
    "ph_ext = 0.5\n",
    "start = time.time()\n",
    "res2 = comput_vax(s0, beta_c, beta_L, Pi, n,\n",
    "                  Icurr, ph_ext, nt, ntmin, t0, deltat, a, deltaI)\n",
    "end = time.time()\n",
    "print(end-start)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "504d6e45-e923-41bb-9b2e-d3e4f27faae1",
   "metadata": {},
   "source": [
    "### График ВАХ"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "f3ad2465-4974-4cbe-99a4-749cb9b6f9fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(9, 8))\n",
    "plt.plot(res0[:, 0], res0[:, 1], label='ВАХ phi_ext=0',  linewidth=3.0)\n",
    "plt.plot(res1[:, 0], res1[:, 1], label='ВАХ phi_ext=0.25',  linewidth=3.0)\n",
    "plt.plot(res2[:, 0], res2[:, 1], label='ВАХ phi_ext=0.5',  linewidth=3.0)\n",
    "plt.xlabel('I', size=12)\n",
    "plt.ylabel('V', size=12)\n",
    "plt.legend(loc='upper left')\n",
    "plt.savefig('cvcsquid.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a6414d7-f99a-4b9e-a22f-323834ba142a",
   "metadata": {},
   "source": [
    "Как видно из графика ВАХ при $\\varphi_{ext}=0$ критический ток равен  $I_{c}=2$, при $\\varphi_{ext}=0.25$ - $I_{c}=1.58$, а при $\\varphi_{ext}=0.5$ - $I_{c}=0.8$, т.е. с изменением $\\varphi_{ext}$ меняется величина критического тока."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49afa3cc-55d2-4be1-8863-dc6f71ca5fb5",
   "metadata": {},
   "source": [
    "## 3. Вычисление зависимости критического тока от внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb3d4f50-8012-4cc3-ab74-49d592e481cc",
   "metadata": {},
   "source": [
    "### Создаем фукнцию getIc.\n",
    "\n",
    "Для этого вводим следующий параметр\n",
    "\n",
    "\n",
    "* epsilon - точность критического тока \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "3676fbd1-b465-4540-8a6a-adc679d03e01",
   "metadata": {},
   "outputs": [],
   "source": [
    "ph_ext = 0.5\n",
    "epsilon = 0.001\n",
    "Icurr = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "13b1b7b2-4d4c-409c-8631-3ea66556c9b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def get_Ic(s0, beta_c, beta_L, Pi, n, ph_ext,\n",
    "           nt, ntmin, t0, deltat, deltaI, epsilon):\n",
    "    ''' Функция для вычисления значении критического тока\n",
    "            при заданных параметров. Возвращает для заданного\n",
    "            значения параметров значение критического тока.\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, Pi, n, Icurr, ph_ext,-параметры модели\n",
    "        nt - количество точек по времени, в которых найдены решение,\n",
    "        ntmin - номер шага по времени соответсвующее\n",
    "                нижней границе интегрирования,\n",
    "        t0-начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        epsilon -  точность нахождения критического тока\n",
    "        '''\n",
    "    Icurr = 0\n",
    "    a = 1\n",
    "    while Icurr < 100:\n",
    "        res = cvcpoint_new(s0, beta_c, beta_L, Pi, n,\n",
    "                           Icurr, ph_ext, nt, ntmin, t0, deltat)\n",
    "        Vav = res[0]\n",
    "        s0 = res[1:]\n",
    "        if(Vav > epsilon):\n",
    "            Ic = Icurr\n",
    "            break\n",
    "        Icurr += deltaI\n",
    "    return Ic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "cfe824bb-529e-48bc-bca3-d47205c2e294",
   "metadata": {},
   "outputs": [],
   "source": [
    "epsilon = 0.01\n",
    "ph_ext = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "bd3cfed0-f621-402b-94d9-a07ce88497c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "t_start = time.time()\n",
    "k = get_Ic(s0, beta_c, beta_L, Pi, n, ph_ext,\n",
    "           nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "t_finish = time.time()\n",
    "print(f'Execution time {t_finish - t_start} s')\n",
    "print(k)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ca281646-9772-4d69-8ae0-749ed4f562de",
   "metadata": {},
   "source": [
    "### Исследование зависимости критического тока от внешнего магнитного поля"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11d94e2a-71d3-4d8f-a746-93aac8f239fc",
   "metadata": {},
   "source": [
    "Для этого вводим следующие параметры:\n",
    "\n",
    "* npoint - количество точек в интервале значений внешнего поля\n",
    "* ph_extmin -  минимальное значение внешнего поля\n",
    "* ph_extmax - максимальное значение внешнего поля\n",
    "* deltaph_ext - шаг изменения внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "16721a63-c259-4242-a217-74b5b8a2c0a4",
   "metadata": {},
   "outputs": [],
   "source": [
    "npoint = 51\n",
    "ph_extmin = 0.0\n",
    "ph_extmax = 2.0\n",
    "deltaph_ext = (ph_extmax - ph_extmin) / (npoint-1)\n",
    "print(deltaph_ext)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b38f92d4-ab00-4c80-8278-17232450a660",
   "metadata": {},
   "source": [
    "Создаем массив значений внешнего поля для которых нужно вычислить критическй ток\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "6aadf5ae-09e3-4c25-b83a-b38f0e589b08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(51,)"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ph_ext_array = np.linspace(ph_extmin, ph_extmax, num=npoint)\n",
    "ph_ext_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6c7cf57-3f5d-4d29-a64b-f69c79fe3971",
   "metadata": {},
   "source": [
    "Создаем пустой массив для значений крического тока"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "eec99482-8b32-47c5-b8ec-bd045965f0ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(51,)"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Ic_array = np.zeros(npoint)\n",
    "Ic_array.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b44b656f-4e1b-4842-83cf-f25ef28338c0",
   "metadata": {},
   "source": [
    "### Создаем функцию зависимости критического тока от внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "d1ecb7b6-2a2f-4c28-9d56-a2482293b20b",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit\n",
    "def funk_numba(j, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext,\n",
    "               nt, ntmin, t0, deltat, deltaI, epsilon):\n",
    "    ''' Функция для вычисления значении критического тока\n",
    "            при заданных параметров и фиксированном значении\n",
    "            потока внешнего магнитного поля с номером j\n",
    "            в интервале [ph_extmin, j*deltaph_ext]. Возвращает для\n",
    "            заданного значения ph_ext значение критического тока.\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, Pi, n, Icurr, ph_ext,-параметры модели\n",
    "        nt - количество точек по времени, в которых найдены решение,\n",
    "        ntmin - номер шага по времени соответсвующее\n",
    "                нижней границе интегрирования,\n",
    "        t0-начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        epsilon - точность критического тока\n",
    "        '''\n",
    "    ph_ext = ph_extmin + deltaph_ext * j\n",
    "    Ic = get_Ic(s0, beta_c, beta_L, Pi, n, ph_ext,\n",
    "                nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "    return Ic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "f10ddc28-32ad-421d-890d-20b15629572e",
   "metadata": {},
   "outputs": [],
   "source": [
    "epsilon = 0.1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "8938a222-5266-48a8-86b9-15ac0234f31d",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "for i in range(0, npoint):\n",
    "    Icrit = funk_numba(i, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext,\n",
    "                       nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "    Ic_array[i] = Icrit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "f660e5a5-4ed5-4fa9-8ff0-65631568bf4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(Ic_array)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de93fb42-d7ff-40e9-8b6a-c76afe396e28",
   "metadata": {},
   "source": [
    "### Посторим график зависимости критического тока от внешнего поля"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "3bb1ed36-9d2f-4abb-b853-f8261caae72c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(6, 6))\n",
    "plt.plot(ph_ext_array, Ic_array,\n",
    "         label='Зависимость $I_c$ от phi_ext', linewidth=3.0)\n",
    "plt.xlabel('$phi_{ext}$', size=12)\n",
    "plt.ylabel('$I_{c}$', size=12)\n",
    "plt.legend(loc='upper right')\n",
    "plt.savefig('Icfield.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82b980df-ad89-4a87-90cf-14aab31f3ed6",
   "metadata": {},
   "source": [
    "Данный график демонстрирует модулирование критического тока с изменением $\\varphi_{ext}$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba7ec982-48b9-4c15-b812-97d44bce7dbc",
   "metadata": {},
   "source": [
    "## Параллелизация с numba\n",
    "__Материалы документации [Numba](https://numba.pydata.org/numba-doc/latest/user/threading-layer.html)__\n",
    "\n",
    "```\n",
    "Setting the Number of Threads\n",
    "The number of threads used by numba is based on the number of CPU cores available (see numba.config.NUMBA_DEFAULT_NUM_THREADS), but it can be overridden with the NUMBA_NUM_THREADS environment variable.\n",
    "```\n",
    "\n",
    "https://numba.readthedocs.io/en/stable/developer/threading_implementation.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "7af1dd05-ad29-442f-9170-2fa8dd4daaaa",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "1:80: E501 line too long (81 > 79 characters)\n"
     ]
    }
   ],
   "source": [
    "from numba import config, njit, threading_layer\n",
    "from numba import set_num_threads, get_num_threads\n",
    "# set the threading layer before any parallel target compilation\n",
    "config.THREADING_LAYER = 'threadsafe'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "9f06a874-f8b3-4650-94a5-d02dbd7ed9ba",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "88"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.NUMBA_DEFAULT_NUM_THREADS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "fb3cda7a-9f0b-4095-803c-eaa264043c76",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "ce904ae3-9a0b-412d-89af-d8ed39633697",
   "metadata": {},
   "outputs": [],
   "source": [
    "config.NUMBA_NUM_THREADS = 20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "1c2d2fdc-1cb7-4173-b7f3-60d8d54f9ec3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.NUMBA_NUM_THREADS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "c08b0f2f-499b-4c42-8629-4ba2f23384c7",
   "metadata": {},
   "outputs": [],
   "source": [
    "config.THREADING_LAYER = 'omp'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "0863a840-66e0-41a3-a1d7-333c91af5c2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'tbb'"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "threading_layer()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "b244cfec-f0a9-44a9-ace3-a89e7ced3cae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'omp'"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "config.THREADING_LAYER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "b91c7f77-52a8-41ee-95f5-e5b62c3e20fb",
   "metadata": {},
   "outputs": [],
   "source": [
    "# demonstrate the threading layer chosen\n",
    "print(\"Threading layer chosen: %s\" % threading_layer())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "821cb938-f6cf-47fb-a1fe-2a20bda9dfd5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_num_threads()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "a7179f42-2588-4bda-b450-650ec1ace911",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "c8421e6f-95ff-4be1-989c-587e1103c3bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_num_threads()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "2a82064b-7caf-4d66-b0d3-9b3174f08e2b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "5:1: E722 do not use bare 'except'\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "print('NUMBA NUM THREADS')\n",
    "try:\n",
    "    print(os.environ['NUMBA_NUM_THREADS'])\n",
    "except:\n",
    "    print(config.NUMBA_DEFAULT_NUM_THREADS)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "07c08f07-5c8f-4d4d-95cb-ccb207e99c82",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numba as nb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "caf43fc6-1f66-49aa-8909-8ae71a0a155f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from numba import prange"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "cdad7093-1e27-47e2-874f-576012d1b568",
   "metadata": {},
   "outputs": [],
   "source": [
    "@njit(parallel=True)\n",
    "def comput_parallel(npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n,\n",
    "                    ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon):\n",
    "    ''' Функция для вычисления зависимости критического тока\n",
    "            от потока внешнего магнитного поля при заданных параметров.\n",
    "            Возвращает массив значений критических токов для заданного\n",
    "            интервала значений ph_ext.\n",
    "        npoint - количество точек ph_ext в интервале\n",
    "        ph_extmin - начало интервала потока внешнего магнитного поля,\n",
    "        deltaph_ext - шаг потока внешнего магнитного поля,\n",
    "        s0 - массив начальных условий,\n",
    "        beta_c, beta_L, Pi, n, Icurr, ph_ext,-параметры модели\n",
    "        nt - количество точек по времени, в которых найдены решение,\n",
    "        ntmin - номер шага по времени соответсвующее\n",
    "                нижней границе интегрирования,\n",
    "        t0-начальное значение времени,\n",
    "        deltat - шаг по времени\n",
    "        deltaI - шаг по току\n",
    "        epsilon - точность критического тока\n",
    "        '''\n",
    "    Ic_array = np.empty(npoint)\n",
    "    Ic_array[:] = 0\n",
    "    for i in nb.prange(npoint):\n",
    "        Ic = funk_numba(i,  ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n,\n",
    "                        ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "        Ic_array[i] = Ic\n",
    "    return Ic_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "923d5a35-9a1b-4e18-b1fc-a45e71bccceb",
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "Ic_array  = comput_parallel(npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "9d06ddde-998d-40e4-b647-607c24e886ff",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(6, 6))\n",
    "plt.plot(ph_ext_array, Ic_array,\n",
    "         label='Зависимость Ic от phi_ext', linewidth=3.0)\n",
    "plt.xlabel('$phi_{ext}$', size=12)\n",
    "plt.ylabel('$I_{c}$', size=12)\n",
    "plt.legend(loc='upper right')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "60aa90a0-cb7a-49a4-a6fb-b61bc78edbf5",
   "metadata": {},
   "source": [
    "__Вычисления при разных чисел потоков__. \n",
    "\n",
    "На этом этапе реализована параллелизация вычислении критического тока. На графике представлена рассчитанная зависимость критического тока СКВИДа от потока $\\varphi_{ext}$ в интервале потока [0, 2]. Данная зависимость демонстрирует\n",
    "модулирование критического тока с изменением $\\varphi_{ext}$, что согласуется с известными\n",
    "результатами. Теперь можно вычислить зависимость времени вычисления от числа вычислительных потоков."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "80d02979-f93d-458c-b160-d17769dd9ea0",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "0cc83cf8-51db-4ff9-a816-acde4addcf7c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Execution time 51.1058554649353 s\n"
     ]
    }
   ],
   "source": [
    "t_start = time.time()\n",
    "Ic_array  = comput_parallel(npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "t_finish = time.time()\n",
    "print(f'Execution time {t_finish - t_start} s')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "id": "cc86840f-533f-4b2c-bc88-b26098651eaf",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "id": "4bd8c105-a696-4d20-bb2b-dde2efe48949",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Execution time 13.315101623535156 s\n"
     ]
    }
   ],
   "source": [
    "t_start = time.time()\n",
    "Ic_array  = comput_parallel(npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "t_finish = time.time()\n",
    "print(f'Execution time {t_finish - t_start} s')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "id": "c684f7b1-22fb-4ed9-984b-11ee791eeb98",
   "metadata": {},
   "outputs": [],
   "source": [
    "set_num_threads(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "d3c0cd65-1e9e-4705-8c5f-f106edc40d80",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Execution time 7.867552280426025 s\n"
     ]
    }
   ],
   "source": [
    "t_start = time.time()\n",
    "Ic_array  = comput_parallel(npoint, ph_extmin, deltaph_ext, s0, beta_c, beta_L, Pi, n, ph_ext, nt, ntmin, t0, deltat, deltaI, epsilon)\n",
    "\n",
    "t_finish = time.time()\n",
    "print(f'Execution time {t_finish - t_start} s')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "96ab5d46-9b8b-4b61-9ccc-020159ac2f7b",
   "metadata": {},
   "source": [
    "__Построим график зависимости времени вычисления от числа потоков__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "353914ff-fcd5-4a4e-a4fe-d1f2392ef3d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "Proc=[1,5,10,15,20,25,30,35,40,45,50,55,60,65,70]\n",
    "Time=[51.1,13.31,7.86,5.65,4.9,5.05,8.5,8.53,9.9,9.81,11.91,11.35,11.37,11.65,11.56]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "94558593-7b60-408f-b683-2e2d96382369",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(6, 6))\n",
    "plt.plot(Proc, Time, label='Calculation time from number of Threads', linewidth=3.0)\n",
    "plt.xlabel('Threads number', size=12)\n",
    "plt.ylabel('Time (s)', size=12)\n",
    "plt.legend(loc='upper right')\n",
    "plt.savefig('calc_time.png')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3019b64f-87a8-4772-bd2c-71a90bfbe9aa",
   "metadata": {},
   "source": [
    "Разработанный инструментарий позволяет моделировать физические свойства сверхпроводникового квантового интерферометра с двумя джозефсоновскими переходами (СКВИД постоянного тока). Реализованы алгоритмы для вычисления вольт-амперной характеристики СКВИДа под воздействием внешнего магнитного поля и зависимости критического тока СКВИДа от внешнего магнитного поля. При программной реализации разработанных алгоритмов использовались функции библиотеки Numba, в том числе механизм распараллеливания при вычислении зависимости критического тока от потока внешнего магнитного поля. Представленные результаты были получены на экосистеме ML/DL/HPC Гетерогенной платформы HybriLIT (ЛИТ ОИЯИ).\n",
    "\n",
    "Работа выполнена при финансовой поддержки РНФ в рамках проекта No 22-71-10022."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.12.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
