{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4",
      "name": "JJ_Quantum_Tunneling_Prediction.ipynb",
      "authorship_tag": "ABX9TyPB6F2w5zyE6YI8iVqqu8pg",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/OJB-Quantum/Monte-Carlo-Sim/blob/main/JJ_Quantum_Tunneling_Prediction.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "from sklearn.preprocessing import PolynomialFeatures\n",
        "from sklearn.linear_model import LinearRegression\n",
        "from sklearn.pipeline import make_pipeline\n",
        "import pandas as pd"
      ],
      "metadata": {
        "id": "OTX84VWagkmb"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Onri prefers using rcParams to increase the quality of all plots to be higher than the default settings.\n",
        "# This only needs to be done once at beginning of every Jupyter Notebook.\n",
        "plt.rcParams['figure.dpi'] = 200\n",
        "\n",
        "# High contrast plotting style via rcParams\n",
        "plt.rcParams['figure.figsize'] = (8, 6)\n",
        "plt.rcParams['figure.facecolor'] = '#000000'\n",
        "plt.rcParams['axes.facecolor'] = '#000000'\n",
        "plt.rcParams['axes.edgecolor'] = '#FFFFFF'\n",
        "plt.rcParams['axes.labelcolor'] = '#FFFFFF'\n",
        "plt.rcParams['xtick.color'] = '#FFFFFF'\n",
        "plt.rcParams['ytick.color'] = '#FFFFFF'\n",
        "plt.rcParams['text.color'] = '#FFFFFF'\n",
        "plt.rcParams['font.size'] = 14\n",
        "plt.rcParams['legend.fontsize'] = 14\n",
        "plt.rcParams['lines.linewidth'] = 2.0\n",
        "plt.rcParams['grid.color'] = '#444444'"
      ],
      "metadata": {
        "id": "wEp5pPmTgmWB"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Equations Used in Josephson Junction Analysis\n",
        "\n",
        "1. Josephson Current Density\n",
        "\n",
        "The Josephson current is given by:\n",
        "\n",
        "$$\n",
        "I_s=I_c \\sin (\\phi)\n",
        "$$\n",
        "\n",
        "where:\n",
        "$I_c$ : Critical current\n",
        "$\\phi$ : Phase difference between the two superconductors\n",
        "\n",
        "2. Critical Current\n",
        "\n",
        "The critical current $I_c$ is calculated using:\n",
        "\n",
        "$$\n",
        "I_c=\\frac{\\pi \\Delta_1 \\Delta_2}{2 e R_N k_B T} \\tanh \\left(\\frac{\\Delta}{2 k_B T}\\right)\n",
        "$$\n",
        "\n",
        "where:\n",
        "$\\Delta_1, \\Delta_2$ : Superconducting gaps of the metal nitride layers\n",
        "$R_N$ : Normal-state resistance of the junction\n",
        "$k_B$ Boltzmann constant\n",
        "$T$ : Temperature\n",
        "$e$ : Elementary charge\n",
        "\n",
        "3. Tunneling Probability\n",
        "\n",
        "The tunneling probability $T(E)$ for an electron is given by:\n",
        "\n",
        "$$\n",
        "T(E)=\\exp \\left(-2 \\sqrt{2 m} \\int_{z_1}^{z_2} \\sqrt{V(z)-E} d z\\right)\n",
        "$$\n",
        "\n",
        "where:\n",
        "$m$ : Effective electron mass\n",
        "$V(z)$ : Potential barrier profile\n",
        "$E$ : Electron energy\n",
        "In this simplified analysis, the potential $V(z)$ is treated as constant, leading to:\n",
        "\n",
        "$$\n",
        "T(E)=\\exp (-2 \\sqrt{2 m(V-E)} \\cdot d / \\hbar)\n",
        "$$\n",
        "\n",
        "where:\n",
        "$d$ : Barrier thickness\n",
        "ћ: Reduced Planck constant\n",
        "\n",
        "4. Simplified Critical Current Estimate\n",
        "\n",
        "The tunneling probability from the Monte Carlo simulation is incorporated into the critical current formula as:\n",
        "\n",
        "$$\n",
        "I_c=\\left(\\frac{\\pi \\Delta_1 \\Delta_2}{2 e R_N k_B T}\\right) \\cdot\\langle T(E)\\rangle\n",
        "$$\n",
        "\n",
        "where:\n",
        "$\\langle T(E)\\rangle$ : Average tunneling probability from Monte Carlo simulation\n",
        "\n",
        "5. Polynomial Regression Model\n",
        "\n",
        "To approximate the nonlinear relationship between critical current $I_c$ and barrier thickness $d$, a polynomial regression model of degree $n$ is used:\n",
        "\n",
        "$$\n",
        "I_c=a_0+a_1 d+a_2 d^2+\\ldots+a_n d^n\n",
        "$$\n",
        "\n",
        "where $a_i$ are the coefficients learned from the data."
      ],
      "metadata": {
        "id": "I7fKj5ZEVeSp"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Constants\n",
        "e = 1.602e-19  # Charge of electron (Coulombs)\n",
        "k_B = 1.381e-23  # Boltzmann constant (J/K)\n",
        "hbar = 1.054e-34  # Reduced Planck's constant (Js)\n",
        "m_e = 9.109e-31  # Electron mass (kg)\n",
        "T_fixed = 4.2  # Temperature (K), typical for LN2 cooling\n",
        "V_barrier = 1.5e-19  # Barrier height (J), typical for AlN\n",
        "d_values = np.linspace(1e-9, 3e-9, 50)  # Barrier thickness range (m)\n",
        "Delta1, Delta2 = 1.5e-3 * e, 1.5e-3 * e  # Superconducting gap (J)\n",
        "R_N = 1.0  # Normal resistance (Ohms)\n",
        "\n",
        "# Monte Carlo Simulation for tunneling probability\n",
        "def tunneling_probability(V, E, d, m=m_e):\n",
        "    \"\"\"Calculates tunneling probability for an electron.\"\"\"\n",
        "    if E >= V:\n",
        "        return 1  # No barrier\n",
        "    return np.exp(-2 * np.sqrt(2 * m) * np.sqrt(V - E) * d / hbar)\n",
        "\n",
        "# Simulate tunneling and critical current\n",
        "np.random.seed(42)\n",
        "n_samples = 10000\n",
        "data = []  # To store generated dataset\n",
        "for d in d_values:\n",
        "    # Monte Carlo sampling for electron energy\n",
        "    energies = np.random.uniform(0, V_barrier, n_samples)\n",
        "    probabilities = [tunneling_probability(V_barrier, E, d) for E in energies]\n",
        "    average_tunneling_prob = np.mean(probabilities)\n",
        "    # Calculate critical current using the simplified tunneling formula\n",
        "    Ic = (np.pi * Delta1 * Delta2 / (2 * e * R_N * k_B * T_fixed)) * average_tunneling_prob\n",
        "    data.append([d, T_fixed, Delta1, Delta2, R_N, Ic])\n",
        "\n",
        "# Convert to NumPy array for machine learning\n",
        "data = np.array(data)\n",
        "d_values, Ic_values = data[:, 0], data[:, -1]\n",
        "\n",
        "# Polynomial Regression Model\n",
        "X = d_values.reshape(-1, 1)  # Use only thickness as a feature for simplicity\n",
        "y = Ic_values\n",
        "degree = 4 # Polynomial degree\n",
        "model = make_pipeline(PolynomialFeatures(degree), LinearRegression())\n",
        "model.fit(X, y)\n",
        "\n",
        "# Predictions using the trained model\n",
        "d_test = np.linspace(1e-9, 3e-9, 100).reshape(-1, 1)\n",
        "Ic_pred = model.predict(d_test)\n",
        "\n",
        "# Visualize results\n",
        "plt.figure(figsize=(8, 5))\n",
        "plt.scatter(d_values * 1e9, Ic_values * 1e6, label=\"Monte Carlo Simulation\", alpha=0.7)\n",
        "plt.plot(d_test.flatten() * 1e9, Ic_pred * 1e6, label=f\"Polynomial Regression (degree={degree})\", color=\"red\")\n",
        "plt.xlabel(\"Barrier Thickness (nm)\")\n",
        "plt.ylabel(\"Critical Current ($\\mu$A)\")\n",
        "plt.title(\"Critical Current vs Barrier Thickness for Josephson Junction\")\n",
        "plt.legend()\n",
        "plt.grid()\n",
        "plt.show()\n",
        "\n",
        "# Present data as a pandas DataFrame\n",
        "results_df = pd.DataFrame({\n",
        "    \"Barrier Thickness (nm)\": d_values * 1e9,\n",
        "    \"Critical Current (uA)\": Ic_values * 1e6\n",
        "})\n",
        "\n",
        "# Print the DataFrame\n",
        "print(results_df.head())  # Display first few rows\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 809
        },
        "id": "4APINoXIgRI2",
        "outputId": "d692c928-73bf-45ab-fbae-3d8cfde651d0"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1600x1000 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "   Barrier Thickness (nm)  Critical Current (uA)\n",
            "0                1.000000             186.115933\n",
            "1                1.040816             194.534330\n",
            "2                1.081633             168.540763\n",
            "3                1.122449             153.529045\n",
            "4                1.163265             147.140062\n"
          ]
        }
      ]
    }
  ]
}