{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "provenance": [], "gpuType": "L4", "name": "JJ_Quantum_Tunneling_Prediction.ipynb", "authorship_tag": "ABX9TyM3UiLfCylXN+hGqR/dDLq6", "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": [ "\"Open" ] }, { "cell_type": "code", "source": [ "!pip install cupy-cuda12x scikit-learn scipy --quiet" ], "metadata": { "id": "Q9Q8KlfZf9eT" }, "execution_count": 6, "outputs": [] }, { "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": 7, "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": 8, "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": 1000 }, "id": "4APINoXIgRI2", "outputId": "4c338592-6a73-4ed4-f046-0cd3ecfec176" }, "execution_count": 9, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
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}, "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" ] } ] }, { "cell_type": "code", "source": [ "# CUDA Python GPU Comparison for Monte Carlo Simulation\n", "# Intended for Google Colab with GPU runtime enabled.\n", "\n", "# 1) Check CUDA version and install matching CuPy\n", "# You can uncomment and run the following lines in Colab to see your CUDA version and install the appropriate CuPy:\n", "#\n", "# !nvcc --version\n", "#\n", "# For example, if the CUDA version is 11.8 on Colab, install:\n", "# !pip install cupy-cuda118 scikit-learn scipy --quiet\n", "\n", "# 2) Imports for CPU, GPU, and fitting\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import time\n", "import scipy.optimize as opt\n", "\n", "# 3) Attempt to import CuPy and confirm GPU availability\n", "use_gpu = False\n", "try:\n", " import cupy as cp\n", " # Perform a simple operation to verify GPU availability\n", " _ = cp.zeros(1)\n", " use_gpu = True\n", " print(\"CuPy loaded successfully. GPU is available.\")\n", "except Exception as e:\n", " print(f\"CuPy import failed or GPU not available: {e}\")\n", " use_gpu = False\n", "\n", "# 4) 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)\n", "V_barrier = 1.5e-19 # Barrier height (J)\n", "R_N = 1.0 # Normal resistance (Ohms)\n", "Delta1 = 1.5e-3 * e\n", "Delta2 = 1.5e-3 * e\n", "\n", "# 5) Range of barrier thickness values\n", "num_points = 50\n", "d_values = np.linspace(1e-9, 3e-9, num_points)\n", "\n", "# 6) CPU Monte Carlo Version\n", "def tunneling_probability_cpu(V, E, d, m=m_e):\n", " \"\"\"Calculates tunneling probability for an electron on CPU.\"\"\"\n", " prob = np.ones_like(E)\n", " mask = E < V\n", " prob[mask] = np.exp(-2 * np.sqrt(2 * m) * np.sqrt(V - E[mask]) * d / hbar)\n", " return prob\n", "\n", "# Run CPU Monte Carlo\n", "np.random.seed(42)\n", "tic_cpu = time.time()\n", "results_cpu = []\n", "n_samples = 10000\n", "for d in d_values:\n", " energies_cpu = np.random.uniform(0, V_barrier, n_samples)\n", " probs_cpu = tunneling_probability_cpu(V_barrier, energies_cpu, d)\n", " avg_prob_cpu = np.mean(probs_cpu)\n", " Ic_cpu = (np.pi * Delta1 * Delta2 / (2 * e * R_N * k_B * T_fixed)) * avg_prob_cpu\n", " results_cpu.append(Ic_cpu)\n", "toc_cpu = time.time()\n", "CPU_time = toc_cpu - tic_cpu\n", "print(f\"CPU Monte Carlo completed in {CPU_time:.4f} seconds\")\n", "\n", "# 7) GPU Monte Carlo Version using CuPy (only if GPU is available and runtime works)\n", "results_gpu = None\n", "GPU_time = None\n", "if use_gpu:\n", " try:\n", " def tunneling_probability_gpu(V, E_gpu, d, m=m_e):\n", " \"\"\"Calculates tunneling probability for an electron on GPU.\"\"\"\n", " prob_gpu = cp.ones_like(E_gpu)\n", " mask_gpu = E_gpu < V\n", " sqrt_term = cp.sqrt(V - E_gpu[mask_gpu])\n", " prob_gpu[mask_gpu] = cp.exp(-2 * cp.sqrt(2 * m) * sqrt_term * d / hbar)\n", " return prob_gpu\n", "\n", " cp.random.seed(42)\n", " tic_gpu = time.time()\n", " results_gpu = []\n", " n_samples_gpu = 10000\n", " for d in d_values:\n", " energies_gpu = cp.random.uniform(0, V_barrier, n_samples_gpu)\n", " probs_gpu = tunneling_probability_gpu(V_barrier, energies_gpu, d)\n", " avg_prob_gpu = cp.mean(probs_gpu)\n", " # Convert avg_prob_gpu to a Python float for consistent multiplication\n", " avg_prob_gpu_host = float(avg_prob_gpu)\n", " Ic_gpu = (np.pi * Delta1 * Delta2 / (2 * e * R_N * k_B * T_fixed)) * avg_prob_gpu_host\n", " results_gpu.append(Ic_gpu)\n", " # Ensure all GPU work has finished\n", " cp.cuda.Stream.null.synchronize()\n", " toc_gpu = time.time()\n", " GPU_time = toc_gpu - tic_gpu\n", " print(f\"GPU Monte Carlo completed in {GPU_time:.4f} seconds\")\n", " except Exception as gpu_err:\n", " print(f\"GPU computation failed at runtime: {gpu_err}\")\n", " results_gpu = None\n", " GPU_time = None\n", "else:\n", " print(\"Skipping GPU Monte Carlo since CuPy/GPU is not available.\")\n", "\n", "# 8) Compare CPU vs GPU Times (if GPU run succeeded)\n", "if GPU_time is not None and GPU_time > 0:\n", " print(f\"Speedup: CPU_time / GPU_time = {CPU_time / GPU_time:.2f}x\")\n", "else:\n", " print(\"No GPU timing available to compute speedup.\")\n", "\n", "# 9) Convert results to arrays for fitting and visualization\n", "results_cpu = np.array(results_cpu)\n", "if results_gpu is not None:\n", " results_gpu = np.array(results_gpu)\n", "else:\n", " # If GPU not available or failed, set results_gpu equal to CPU to avoid errors downstream\n", " results_gpu = results_cpu.copy()\n", "\n", "# 10) Bézier Curve Approximation (Onri's method)\n", "# Fit a 1D cubic Bézier curve to the (d_values, results_gpu) data.\n", "def bezier_y(t, P0_y, P1_y, P2_y, P3_y):\n", " \"\"\"Compute cubic Bézier in 1D (y values) at parameters t.\"\"\"\n", " return ((1 - t)**3) * P0_y + 3 * ((1 - t)**2) * t * P1_y + 3 * (1 - t) * (t**2) * P2_y + (t**3) * P3_y\n", "\n", "\n", "def fit_bezier_1d(x, y):\n", " \"\"\"Fit a 1D cubic Bézier to data (x, y) by optimizing the two middle control points.\"\"\"\n", " # Normalize x to parameter t in [0,1]\n", " t = (x - x.min()) / (x.max() - x.min())\n", " P0_y = y[0]\n", " P3_y = y[-1]\n", "\n", " # Objective: sum of squared errors between y and Bézier y\n", " def obj(params):\n", " P1_y, P2_y = params\n", " y_fit = bezier_y(t, P0_y, P1_y, P2_y, P3_y)\n", " return np.sum((y - y_fit)**2)\n", "\n", " # Initial guesses via linear interpolation: y1 at t=1/3, y2 at t=2/3\n", " P1_0 = np.interp(1/3, t, y)\n", " P2_0 = np.interp(2/3, t, y)\n", " res = opt.minimize(obj, x0=[P1_0, P2_0])\n", "\n", " P1_y_opt, P2_y_opt = res.x\n", " return P0_y, P1_y_opt, P2_y_opt, P3_y\n", "\n", "# Fit Bézier to GPU (or CPU fallback) results\n", "P0_y, P1_y, P2_y, P3_y = fit_bezier_1d(d_values, results_gpu)\n", "\n", "# Generate dense curve for plotting\n", "num_dense = 200\n", "d_dense = np.linspace(d_values.min(), d_values.max(), num_dense)\n", "t_dense = (d_dense - d_values.min()) / (d_values.max() - d_values.min())\n", "Ic_bezier = bezier_y(t_dense, P0_y, P1_y, P2_y, P3_y)\n", "\n", "# 11) Visualization\n", "plt.figure(figsize=(8, 5))\n", "# Plot original Monte Carlo points (GPU or fallback)\n", "plt.scatter(d_values * 1e9, results_gpu * 1e6, label=\"Monte Carlo\", alpha=0.7)\n", "# Plot Bézier approximation\n", "plt.plot(d_dense * 1e9, Ic_bezier * 1e6, label=\"Cubic Bézier Approx.\", color=\"red\", linewidth=2)\n", "plt.xlabel(\"Barrier Thickness (nm)\")\n", "plt.ylabel(\"Critical Current (μA)\")\n", "plt.title(\"Critical Current vs Barrier Thickness with Bézier Fit\")\n", "plt.legend()\n", "plt.grid()\n", "plt.show()\n", "\n", "# 12) DataFrame of results\n", "results_df = pd.DataFrame({\n", " \"Barrier Thickness (nm)\": d_values * 1e9,\n", " \"Ic_CPU (μA)\": results_cpu * 1e6,\n", " \"Ic_GPU (μA)\": results_gpu * 1e6\n", "})\n", "\n", "print(results_df.head())" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 1000 }, "id": "vPtJh7pzQ10I", "outputId": "397ea266-1481-4bb1-fbcd-9ca06ebabe5b" }, "execution_count": 13, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "CuPy loaded successfully. GPU is available.\n", "CPU Monte Carlo completed in 0.0125 seconds\n", "GPU computation failed at runtime: CuPy failed to load libnvrtc.so.11.2: OSError: libnvrtc.so.11.2: cannot open shared object file: No such file or directory\n", "No GPU timing available to compute speedup.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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\n" }, "metadata": {} }, { "output_type": "stream", "name": "stdout", "text": [ " Barrier Thickness (nm) Ic_CPU (μA) Ic_GPU (μA)\n", "0 1.000000 186.115933 186.115933\n", "1 1.040816 194.534330 194.534330\n", "2 1.081633 168.540763 168.540763\n", "3 1.122449 153.529045 153.529045\n", "4 1.163265 147.140062 147.140062\n" ] } ] } ] }