{ "cells": [ { "cell_type": "markdown", "id": "591d914a", "metadata": {}, "source": [ "# Binding Energy between proton and neutron in the Deuteron nucleus\n", "## This example is from:\n", "### https://qiskit-community.github.io/qiskit-nature/tutorials/12_deuteron_binding_energy.html\n", "> **Note** Uses SPSA and COBYLA optimizers" ] }, { "cell_type": "markdown", "id": "43ace962", "metadata": {}, "source": [ "## Step 1: Importing the packages that we need to tackle the problem" ] }, { "cell_type": "code", "execution_count": 1, "id": "dd31bf33", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from IPython.display import display, clear_output\n", "#from qiskit.primitives import Estimator\n", "from qiskit_algorithms import VQE\n", "from qiskit_algorithms.observables_evaluator import estimate_observables\n", "from qiskit_algorithms.optimizers import COBYLA, SLSQP, SPSA\n", "from qiskit_algorithms.utils import algorithm_globals\n", "from qiskit.circuit import QuantumCircuit, Parameter\n", "from qiskit.circuit.library import TwoLocal\n", "from qiskit.quantum_info import Pauli, SparsePauliOp\n", "from qiskit_nature.second_q.operators import FermionicOp\n", "from qiskit_nature.second_q.mappers import JordanWignerMapper\n", "\n", "from quantumrings.toolkit.qiskit import QrRuntimeService\n", "from quantumrings.toolkit.qiskit import QrEstimatorV2 as Estimator\n", "\n", "import os\n", "my_token = os.environ[\"QR_TOKEN\"]\n", "my_account = os.environ[\"QR_ACCOUNT\"]\n", "my_backend = \"amber_quantum_rings\"\n", "\n", "services = QrRuntimeService(name = my_account, token = my_token)\n", "backend = services.backend(name = my_backend, precision = \"single\")\n", "\n", "my_options = {\"performance\":\"HIGHESTACCURACY\"}" ] }, { "cell_type": "markdown", "id": "7fff1d3a", "metadata": {}, "source": [ "## Step 2: Defining some functions that we will use" ] }, { "cell_type": "code", "execution_count": 2, "id": "af3784b6", "metadata": {}, "outputs": [], "source": [ "def kronecker_delta_function(n: int, m: int) -> int:\n", " \"\"\"An implementation of the Kronecker delta function.\n", "\n", " Args:\n", " n (int): The first integer argument.\n", " m (int): The second integer argument.\n", "\n", " Returns:\n", " Returns 1 if n = m, else returns 0.\n", " \"\"\"\n", " return int(n == m)" ] }, { "cell_type": "code", "execution_count": 3, "id": "df2fe43f", "metadata": {}, "outputs": [], "source": [ "def create_deuteron_hamiltonian(\n", " N: int, hbar_omega: float = 7.0, V_0: float = -5.68658111\n", ") -> SparsePauliOp:\n", " \"\"\"Creates a version of the Deuteron Hamiltonian as a qubit operator.\n", "\n", " Args:\n", " N (int): An integer number that represents the dimension of the\n", " basis.\n", " hbar_omega (float, optional): The value of the product of hbar and omega. Defaults to 7.0.\n", " V_0 (float, optional): The value of the potential energy. Defaults to -5.68658111.\n", "\n", " Returns:\n", " SparsePauliOp: The qubit-space Hamiltonian that represents the Deuteron.\n", " \"\"\"\n", " hamiltonian_terms = {}\n", " for m in range(N):\n", " for n in range(N):\n", "\n", " label = \"+_{} -_{}\".format(str(n), str(m))\n", " coefficient_kinect = (hbar_omega / 2) * (\n", " (2 * n + 3 / 2) * kronecker_delta_function(n, m)\n", " - np.sqrt(n * (n + (1 / 2))) * kronecker_delta_function(n, m + 1)\n", " - np.sqrt((n + 1) * (n + (3 / 2)) * kronecker_delta_function(n, m - 1))\n", " )\n", " hamiltonian_terms[label] = coefficient_kinect\n", "\n", " coefficient_potential = (\n", " V_0 * kronecker_delta_function(n, 0) * kronecker_delta_function(n, m)\n", " )\n", " hamiltonian_terms[label] += coefficient_potential\n", "\n", " hamiltonian = FermionicOp(hamiltonian_terms, num_spin_orbitals=N)\n", " mapper = JordanWignerMapper()\n", " qubit_hamiltonian = mapper.map(hamiltonian)\n", " if not isinstance(qubit_hamiltonian, SparsePauliOp):\n", " qubit_hamiltonian = qubit_hamiltonian.primitive\n", "\n", " return qubit_hamiltonian" ] }, { "cell_type": "markdown", "id": "647145a2", "metadata": {}, "source": [ "## Step 3: Using Qiskit tools to calculate the binding energy between proton and neutron in Deuteron nucleus" ] }, { "cell_type": "code", "execution_count": 4, "id": "f5432a61", "metadata": {}, "outputs": [], "source": [ "deuteron_hamiltonians = [create_deuteron_hamiltonian(i) for i in range(1, 5)]" ] }, { "cell_type": "code", "execution_count": 5, "id": "3e53fb95", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Deuteron Hamiltonian: H_1\n", "SparsePauliOp(['I', 'Z'],\n", " coeffs=[-0.21829055+0.j, 0.21829055+0.j])\n", "\n", "\n", "Deuteron Hamiltonian: H_2\n", "SparsePauliOp(['II', 'IZ', 'XX', 'YY', 'ZI'],\n", " coeffs=[ 5.90670945+0.j, 0.21829055+0.j, -2.14330352+0.j, -2.14330352+0.j,\n", " -6.125 +0.j])\n", "\n", "\n", "Deuteron Hamiltonian: H_3\n", "SparsePauliOp(['III', 'IIZ', 'IXX', 'IYY', 'IZI', 'XXI', 'YYI', 'ZII'],\n", " coeffs=[15.53170945+0.j, 0.21829055+0.j, -2.14330352+0.j, -2.14330352+0.j,\n", " -6.125 +0.j, -3.91311896+0.j, -3.91311896+0.j, -9.625 +0.j])\n", "\n", "\n", "Deuteron Hamiltonian: H_4\n", "SparsePauliOp(['IIII', 'IIIZ', 'IIXX', 'IIYY', 'IIZI', 'IXXI', 'IYYI', 'IZII', 'XXII', 'YYII', 'ZIII'],\n", " coeffs=[ 28.65670945+0.j, 0.21829055+0.j, -2.14330352+0.j, -2.14330352+0.j,\n", " -6.125 +0.j, -3.91311896+0.j, -3.91311896+0.j, -9.625 +0.j,\n", " -5.67064811+0.j, -5.67064811+0.j, -13.125 +0.j])\n", "\n", "\n" ] } ], "source": [ "for i, hamiltonian in enumerate(deuteron_hamiltonians):\n", " print(\"Deuteron Hamiltonian: H_{}\".format(i + 1))\n", " print(hamiltonian)\n", " print(\"\\n\")" ] }, { "cell_type": "code", "execution_count": 6, "id": "f551062b", "metadata": {}, "outputs": [], "source": [ "theta = Parameter(r\"$\\theta$\")\n", "eta = Parameter(r\"$\\eta$\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "33f0f2d3", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wavefunction = QuantumCircuit(1)\n", "wavefunction.ry(theta, 0)\n", "wavefunction.draw(\"mpl\")" ] }, { "cell_type": "code", "execution_count": 8, "id": "9e608706", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wavefunction2 = QuantumCircuit(2)\n", "wavefunction2.x(0)\n", "wavefunction2.ry(theta, 1)\n", "wavefunction2.cx(1, 0)\n", "wavefunction2.draw(\"mpl\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "950149ff", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wavefunction3 = QuantumCircuit(3)\n", "wavefunction3.x(0)\n", "wavefunction3.ry(eta, 1)\n", "wavefunction3.ry(theta, 2)\n", "wavefunction3.cx(2, 0)\n", "wavefunction3.cx(0, 1)\n", "wavefunction3.ry(-eta, 1)\n", "wavefunction3.cx(0, 1)\n", "wavefunction3.cx(1, 0)\n", "wavefunction3.draw(\"mpl\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "f942cf3b", "metadata": {}, "outputs": [], "source": [ "ansatz = [wavefunction, wavefunction2, wavefunction3]" ] }, { "cell_type": "code", "execution_count": 11, "id": "fc3cb4e5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Exact binding energies calculated through numpy.linalg.eigh \n", "\n", "Exact binding energy for H_1: -0.43658110999999966\n", "Exact binding energy for H_2: -1.7491598763215301\n", "Exact binding energy for H_3: -2.045670898406441\n", "Exact binding energy for H_4: -2.143981030799862\n" ] } ], "source": [ "reference_values = []\n", "print(\"Exact binding energies calculated through numpy.linalg.eigh \\n\")\n", "for i, hamiltonian in enumerate(deuteron_hamiltonians):\n", " eigenvalues, eigenstates = np.linalg.eigh(hamiltonian.to_matrix())\n", " reference_values.append(eigenvalues[0])\n", " print(\"Exact binding energy for H_{}: {}\".format(i + 1, eigenvalues[0]))" ] }, { "cell_type": "code", "execution_count": 12, "id": "c3883825", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Results using Estimator for H_1, H_2 and H_3 with the ansatz given in the reference paper \n", "\n", "Binding energy for H_1: -0.43658110999999966 MeV\n", "Binding energy for H_2: -1.749160354728009 MeV\n", "Binding energy for H_3: -2.045662164805499 MeV\n" ] } ], "source": [ "print(\n", " \"Results using Estimator for H_1, H_2 and H_3 with the ansatz given in the reference paper \\n\"\n", ")\n", "for i in range(3):\n", " seed = 42\n", " algorithm_globals.random_seed = seed\n", " vqe = VQE(Estimator(backend = backend, options = my_options), ansatz=ansatz[i], optimizer=SPSA())\n", " vqe_result = vqe.compute_minimum_eigenvalue(deuteron_hamiltonians[i])\n", " binding_energy = vqe_result.optimal_value\n", " print(\"Binding energy for H_{}: {} MeV\".format(i + 1, binding_energy))" ] }, { "cell_type": "code", "execution_count": 13, "id": "d6d23f7e", "metadata": {}, "outputs": [], "source": [ "def callback(eval_count, parameters, mean, std):\n", " # Overwrites the same line when printing\n", " display(\"Evaluation: {}, Energy: {}, Std: {}\".format(eval_count, mean, std))\n", " clear_output(wait=True)\n", " counts.append(eval_count)\n", " values.append(mean)\n", " params.append(parameters)\n", " deviation.append(std)" ] }, { "cell_type": "code", "execution_count": 14, "id": "f69a1cc0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"Evaluation: 46, Energy: -2.0456646073631735, Std: {'target_precision': 0.001, 'shots': 1, 'circuit_metadata': {}}\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plots = []\n", "\n", "for i in range(3):\n", "\n", " counts = []\n", " values = []\n", " params = []\n", " deviation = []\n", " seed = 42\n", " algorithm_globals.random_seed = seed\n", " vqe = VQE(Estimator(backend = backend, options = my_options), ansatz=ansatz[i], optimizer=COBYLA(), callback=callback)\n", " vqe_result = vqe.compute_minimum_eigenvalue(deuteron_hamiltonians[i])\n", " plots.append([counts, values])" ] }, { "cell_type": "code", "execution_count": 15, "id": "eb3f2121", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=3, ncols=1)\n", "fig.set_size_inches((12, 12))\n", "for i, plot in enumerate(plots):\n", " ax[i].plot(plot[0], plot[1], \"o-\", label=\"SPSA\")\n", " ax[i].axhline(\n", " y=reference_values[i],\n", " color=\"k\",\n", " linestyle=\"--\",\n", " label=f\"Reference Value: {reference_values[i]}\",\n", " )\n", " ax[i].legend()\n", " ax[i].set_xlabel(\"Cost Function Evaluations\", fontsize=15)\n", " ax[i].set_ylabel(r\"$\\langle H_{} \\rangle$ - Energy (MeV)\".format(i + 1), fontsize=15)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "id": "c0da90ac", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_855/4031043882.py:3: DeprecationWarning: The class ``qiskit.circuit.library.n_local.two_local.TwoLocal`` is deprecated as of Qiskit 2.1. It will be removed in Qiskit 3.0. Use the function qiskit.circuit.library.n_local instead.\n", " ansatz = TwoLocal(\n" ] } ], "source": [ "twolocal_ansatzes = []\n", "for i in range(1, 5):\n", " ansatz = TwoLocal(\n", " deuteron_hamiltonians[i - 1].num_qubits,\n", " [\"rz\", \"ry\"],\n", " \"cx\",\n", " entanglement=\"full\",\n", " reps=i,\n", " initial_state=None,\n", " )\n", " twolocal_ansatzes.append(ansatz)" ] }, { "cell_type": "code", "execution_count": 17, "id": "74bcb6ae", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Results using Estimator for H_1, H_2, H_3 and H_4 with TwoLocal ansatz \n", "\n", "Binding energy for H_1: -0.43658116204452363 MeV\n", "Binding energy for H_2: -1.749155076514989 MeV\n", "Binding energy for H_3: -2.045624566602978 MeV\n", "Binding energy for H_4: -2.137080095075694 MeV\n" ] } ], "source": [ "print(\"Results using Estimator for H_1, H_2, H_3 and H_4 with TwoLocal ansatz \\n\")\n", "seed = 42\n", "algorithm_globals.random_seed = seed\n", "for i in range(4):\n", " vqe = VQE(Estimator(backend = backend, options = my_options), ansatz=twolocal_ansatzes[i], optimizer=COBYLA(maxiter=8000))\n", " vqe_result = vqe.compute_minimum_eigenvalue(deuteron_hamiltonians[i])\n", " binding_energy = vqe_result.optimal_value\n", " print(\"Binding energy for H_{}:\".format(i + 1), binding_energy, \"MeV\")" ] }, { "cell_type": "code", "execution_count": 18, "id": "71971b5c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\"Evaluation: 7672, Energy: -2.1370798755318514, Std: {'target_precision': 0.001, 'shots': 1, 'circuit_metadata': {}}\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "seed = 42\n", "algorithm_globals.random_seed = seed\n", "\n", "plots_tl = []\n", "for i in range(4):\n", "\n", " counts = []\n", " values = []\n", " params = []\n", " deviation = []\n", " vqe = VQE(\n", " Estimator(backend = backend, options = my_options),\n", " ansatz=twolocal_ansatzes[i],\n", " optimizer=COBYLA(maxiter=10000),\n", " callback=callback,\n", " )\n", " vqe_result = vqe.compute_minimum_eigenvalue(deuteron_hamiltonians[i])\n", " plots_tl.append([counts, values])" ] }, { "cell_type": "markdown", "id": "9fa32399", "metadata": {}, "source": [ "Using the four different `TwoLocal` ansatze, we obtained the following results:" ] }, { "cell_type": "code", "execution_count": 19, "id": "46ede7e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=4, ncols=1)\n", "fig.set_size_inches((15, 15))\n", "for i, plot in enumerate(plots_tl):\n", " ax[i].plot(plot[0], plot[1], \"o-\", label=\"COBYLA\")\n", " ax[i].axhline(\n", " y=reference_values[i],\n", " color=\"k\",\n", " linestyle=\"--\",\n", " label=f\"Reference Value: {reference_values[i]}\",\n", " )\n", " ax[i].legend()\n", " ax[i].set_xlabel(\"Cost Function Evaluations\", fontsize=15)\n", " ax[i].set_ylabel(r\"$\\langle H_{} \\rangle$ - Energy (MeV)\".format(i + 1), fontsize=15)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b553a985", "metadata": {}, "source": [ "## Step 4: Calculating the observables expectation values" ] }, { "cell_type": "code", "execution_count": 20, "id": "cafbad27", "metadata": {}, "outputs": [], "source": [ "def calculate_observables_exp_values(\n", " quantum_circuit: QuantumCircuit, observables: list, angles: list\n", ") -> list:\n", " \"\"\"Calculate the expectation value of an observable given the quantum\n", " circuit that represents the wavefunction and a list of parameters.\n", "\n", " Args:\n", " quantum_circuit (QuantumCircuit): A parameterized quantum circuit\n", " that represents the wavefunction of the system.\n", "\n", " observables (list): A list containing the observables that we want\n", " to know the expectation values.\n", "\n", " angles (list): A list with the values that will be used in the\n", " 'assign_parameters' method.\n", "\n", " Returns:\n", " list_exp_values (list): A list containing the expectation values\n", " of the observables given as input.\n", " \"\"\"\n", " list_exp_values = []\n", " for observable in observables:\n", " exp_values = []\n", " for angle in angles:\n", " qc = quantum_circuit.assign_parameters({theta: angle})\n", " result = estimate_observables(\n", " Estimator(backend = backend),\n", " quantum_state=qc,\n", " observables=[observable],\n", " )\n", "\n", " exp_values.append(result[0][0])\n", " list_exp_values.append(exp_values)\n", "\n", " return list_exp_values" ] }, { "cell_type": "code", "execution_count": 21, "id": "3ff680bc", "metadata": {}, "outputs": [], "source": [ "angles = list(np.linspace(-np.pi, np.pi, 100))\n", "\n", "#\n", "# Use SparsePauliOp instead of Pauli\n", "#\n", "#observables = [\n", "# Pauli(\"IZ\"),\n", "# Pauli(\"ZI\"),\n", "# Pauli(\"XX\"),\n", "# Pauli(\"YY\"),\n", "# deuteron_hamiltonians[1],\n", "#]\n", "\n", "observables = [\n", " SparsePauliOp(\"IZ\"),\n", " SparsePauliOp(\"ZI\"),\n", " SparsePauliOp(\"XX\"),\n", " SparsePauliOp(\"YY\"),\n", " deuteron_hamiltonians[1],\n", "]\n", "\n", "\n", "h2_observables_exp_values = calculate_observables_exp_values(wavefunction2, observables, angles)" ] }, { "cell_type": "code", "execution_count": 22, "id": "9ac3aace-9575-4c57-970e-8baa257ae702", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SparsePauliOp(['IZ'],\n", " coeffs=[1.+0.j])\n" ] } ], "source": [ "print( SparsePauliOp('IZ'))" ] }, { "cell_type": "code", "execution_count": 23, "id": "87d1d6de", "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(nrows=2, ncols=1)\n", "fig.set_size_inches((12, 12))\n", "ax[0].plot(angles, h2_observables_exp_values[0], \"o\", label=r\"$Z_0$\")\n", "ax[0].plot(angles, h2_observables_exp_values[1], \"o\", label=r\"$Z_1$\")\n", "ax[0].plot(angles, h2_observables_exp_values[2], \"o\", label=r\"$X_0X_1$\")\n", "ax[0].plot(angles, h2_observables_exp_values[3], \"o\", label=r\"$Y_0Y_1$\")\n", "ax[0].axhline(\n", " y=1,\n", " color=\"k\",\n", " linestyle=\"--\",\n", ")\n", "ax[0].axhline(y=-1, color=\"k\", linestyle=\"--\")\n", "ax[0].legend()\n", "ax[0].set_xlabel(r\"Theta - $\\theta$\", fontsize=15)\n", "ax[0].set_ylabel(r\"$\\langle O \\rangle $ - Operator Expectation Value\", fontsize=15)\n", "ax[0].set_xticks(\n", " [-np.pi, -np.pi / 2, 0, np.pi / 2, np.pi],\n", " labels=[r\"$-\\pi$\", r\"$-\\pi/2$\", \"0\", r\"$\\pi/2$\", r\"$\\pi$\"],\n", ")\n", "ax[0].set_title(\n", " r\"Expectation value of the observables $Z_0$, $Z_1$, $X_0X_1$ and $Y_0Y_1$ when we vary $\\theta$ in the ansatz.\",\n", " fontsize=15,\n", ")\n", "ax[1].plot(angles, h2_observables_exp_values[4], \"o\")\n", "ax[1].axhline(\n", " y=reference_values[1],\n", " color=\"k\",\n", " linestyle=\"--\",\n", " label=\"Binding Energy: {} MeV\".format(np.round(reference_values[1], 3)),\n", ")\n", "ax[1].legend()\n", "ax[1].set_xlabel(r\"Theta - $\\theta$\", fontsize=15)\n", "ax[1].set_ylabel(r\"$\\langle H_2 \\rangle $ - Energy (MeV)\", fontsize=15)\n", "ax[1].set_xticks(\n", " [-np.pi, -np.pi / 2, 0, np.pi / 2, np.pi],\n", " labels=[r\"$-\\pi$\", r\"$-\\pi/2$\", \"0\", r\"$\\pi/2$\", r\"$\\pi$\"],\n", ")\n", "ax[1].set_title(\n", " r\"Behavior of the expectation value of $H_2$ when we vary $\\theta$ in the ansatz.\", fontsize=15\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "id": "3fbb1942", "metadata": {}, "outputs": [ { "data": { "text/html": [ "

Version Information

SoftwareVersion
qiskit2.2.1
qiskit_algorithms0.4.0
qiskit_nature0.7.2
System information
Python version3.12.3
OSLinux
Tue Oct 21 22:30:23 2025 MDT
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "

Quantum Rings Version Information

SoftwareVersion
QuantumRingsLib0.11.0
quantumrings-toolkit-qiskit0.2.0
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "

This code is a part of a Qiskit project

© Copyright IBM 2017, 2025.

This code is licensed under the Apache License, Version 2.0. You may
obtain a copy of this license in the LICENSE.txt file in the root directory
of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.

Any modifications or derivative works of this code must retain this
copyright notice, and modified files need to carry a notice indicating
that they have been altered from the originals.

Modifications (c) Copyright Quantum Rings Inc, 2025
Modified from the originals
Added support for Quantum Rings toolkit for Qiskit.

" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import tutorial_magics\n", "\n", "%qiskit_version_table\n", "%quantumrings_version_table\n", "%qiskit_copyright" ] }, { "cell_type": "code", "execution_count": null, "id": "9a6d1b95-6abf-4a08-8a5d-085d30617855", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.12.3" }, "vscode": { "interpreter": { "hash": "d4bd6456a0b47d0dd87b9ae107645ad9bf4ec16d9647d052356a2dc29fff80e1" } } }, "nbformat": 4, "nbformat_minor": 5 }