{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ad48402a",
   "metadata": {},
   "source": [
    "# QPE with Trotterization\n",
    "\n",
    "In this example we perform Quantum Phase Estimation with a second-order Trotter decomposition of the time evolution operator $U(t) = \\exp(-i H t)$.\n",
    "\n",
    "Previously in the [Textbook QPE](./textbook_qpe.ipynb) example, we introduced and ran QPE with an exact matrix representation of $U$; this is only possible for small systems amenable to exact diagonalization. In general, we use a Trotter approximation to exponentiate the Hamiltonian; see the tutorial on [Trotter-Suzuki decomposition](./trotter_decomposition.ipynb) for an introduction to Trotter approximants to exponentials of matrices.\n",
    "\n",
    "We study the precision obtained on the energy as a function of the number of phase qubits in the QPE circuits and the number of Trotter steps in the time evolution. We also perform some simple resource analysis: we quantify the number of entangling gates and the time required to simulate the circuits with $\\texttt{quimb}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ab96c449",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:40.944445Z",
     "iopub.status.busy": "2026-04-03T03:54:40.944308Z",
     "iopub.status.idle": "2026-04-03T03:54:42.887253Z",
     "shell.execute_reply": "2026-04-03T03:54:42.886396Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from tqdm import notebook as tqdm\n",
    "\n",
    "import qpe_toolbox.estimation as qpe\n",
    "from qpe_toolbox import EXACT\n",
    "from qpe_toolbox.circuit import count_gates_by_qb, make_circ, make_circMPS\n",
    "from qpe_toolbox.hamiltonian import do_dmrg, heisenberg_hamiltonian"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "82fe8461",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:42.888998Z",
     "iopub.status.busy": "2026-04-03T03:54:42.888664Z",
     "iopub.status.idle": "2026-04-03T03:54:42.892522Z",
     "shell.execute_reply": "2026-04-03T03:54:42.891741Z"
    }
   },
   "outputs": [],
   "source": [
    "plt.rcParams.update({\"font.size\": 12})\n",
    "\n",
    "mystyles = [\n",
    "    {\"linestyle\": \"--\", \"linewidth\": 1, \"color\": \"black\"},\n",
    "    {\"linestyle\": \":\", \"marker\": \"o\", \"markersize\": 10, \"color\": \"tab:blue\"},\n",
    "    {\"linestyle\": \":\", \"marker\": \"s\", \"markersize\": 8, \"color\": \"tab:orange\"},\n",
    "    {\"linestyle\": \":\", \"marker\": \"v\", \"markersize\": 8, \"color\": \"tab:green\"},\n",
    "    {\"linestyle\": \":\", \"marker\": \"*\", \"markersize\": 10, \"color\": \"tab:red\"},\n",
    "    {\"linestyle\": \":\", \"marker\": \"^\", \"markersize\": 8, \"color\": \"tab:brown\"},\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9740565",
   "metadata": {},
   "source": [
    "## Introduction"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77786e74",
   "metadata": {},
   "source": [
    "- We consider the 1D nearest-neighbour Heisenberg Hamiltonian with open boundary conditions and take the DMRG ground state as the \"exact\" reference state."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6106e876",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:42.893942Z",
     "iopub.status.busy": "2026-04-03T03:54:42.893787Z",
     "iopub.status.idle": "2026-04-03T03:54:42.943456Z",
     "shell.execute_reply": "2026-04-03T03:54:42.942726Z"
    }
   },
   "outputs": [],
   "source": [
    "n_qubits = 4\n",
    "h_spin = heisenberg_hamiltonian(n_qubits)\n",
    "exact_energy, psi0_mps = do_dmrg(h_spin)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35f10370",
   "metadata": {},
   "source": [
    "- Then we set the different parameters to compute the energy with QPE. The QPE circuit output is a phase $2 \\pi \\theta$. We need to set an appropriate global phase and total evolution time to make sure we recover the correct energy value from the output $\\theta$ (see the example on [Textbook QPE](./textbook_qpe.ipynb) ).\n",
    "\n",
    "- Note that the number of Trotter steps (which we denote by `n_trotter_steps` or `n_steps`) gives the number of Trotter steps to decompose the time interval $t$ (`evolution_time`) i.e. it sets the number of substeps for the first controlled time evolution. Along the circuit, we apply time evolution over an exponentially growing time $2^k t$ conditioned on the $k$-th circuit; the number of Trotter steps grows accordingly as $2^k$ so as to keep the Trotter timestep constant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b0ac2376",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:42.945086Z",
     "iopub.status.busy": "2026-04-03T03:54:42.944937Z",
     "iopub.status.idle": "2026-04-03T03:54:42.948939Z",
     "shell.execute_reply": "2026-04-03T03:54:42.948205Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "exact theta = 0.6\n",
      "Precision on theta = 0.25, precision on energy = 0.5\n",
      "\n"
     ]
    }
   ],
   "source": [
    "E_target = exact_energy + 0.2\n",
    "size_interval = 2\n",
    "Emax = E_target + size_interval / 2\n",
    "evolution_time = 2 * np.pi / size_interval\n",
    "global_phase = Emax * evolution_time\n",
    "\n",
    "print(f\"exact theta = {(E_target + size_interval / 2 - exact_energy) / size_interval}\")\n",
    "\n",
    "n_phase_bits0 = 2\n",
    "n_trotter_steps0 = 1\n",
    "print(\n",
    "    f\"Precision on theta = {1 / 2**n_phase_bits0}, precision on energy = {1 / 2**n_phase_bits0 * size_interval}\\n\"\n",
    ")\n",
    "\n",
    "circuit0 = make_circ(n_phase_bits0, psi0_mps)\n",
    "trotter_order0 = 1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb02d60f",
   "metadata": {},
   "source": [
    "- [$\\texttt{quimb}$](https://quimb.readthedocs.io/en/latest/) represents the QPE circuit as a tensor network:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "42500ff3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:42.950275Z",
     "iopub.status.busy": "2026-04-03T03:54:42.950100Z",
     "iopub.status.idle": "2026-04-03T03:54:44.511751Z",
     "shell.execute_reply": "2026-04-03T03:54:44.511010Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dt = evolution_time / n_trotter_steps0\n",
    "_, circ = qpe.qpe_first_stage(\n",
    "    h_spin, circuit0, evolution_time, dt, global_phase, trotter_order=trotter_order0\n",
    ")\n",
    "\n",
    "phase_reg = list(range(n_phase_bits0))\n",
    "circ.apply_gates(qpe.iqft_swapped(phase_reg))\n",
    "\n",
    "circ.psi.draw(\n",
    "    figsize=(12, 12),\n",
    "    show_tags=False,\n",
    "    color={f\"I{i}\" for i in range(n_qubits + n_phase_bits0)},\n",
    "    edge_scale=1,\n",
    "    layout=\"kamada_kawai\",\n",
    "    edge_color=True,\n",
    "    legend=False,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06333dff",
   "metadata": {},
   "source": [
    "- We compute the energy and make sure the precision is within the theoretical error bound:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6b234b99",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:54:44.513557Z",
     "iopub.status.busy": "2026-04-03T03:54:44.513407Z",
     "iopub.status.idle": "2026-04-03T03:54:47.773754Z",
     "shell.execute_reply": "2026-04-03T03:54:47.772957Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "10 |2> 0.5  0.6581\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "01 |1> 0.25 0.1777\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "00 |0> 0.0  0.0936\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11 |3> 0.75 0.0706\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Best guess = -1.4160 with proba 0.6581\n",
      "exact energy = -1.6160\n",
      "error = 0.2000 < error bound = 0.5000\n"
     ]
    }
   ],
   "source": [
    "traces, energy = qpe.qpe_energy(\n",
    "    h_spin,\n",
    "    circuit0,\n",
    "    n_trotter_steps0,\n",
    "    E_target,\n",
    "    size_interval,\n",
    "    trotter_order=trotter_order0,\n",
    "    verbosity=1,\n",
    ")\n",
    "\n",
    "print(f\"\\nBest guess = {energy:.4f} with proba {traces['prob']:.4f}\")\n",
    "print(f\"exact energy = {exact_energy:.4f}\")\n",
    "\n",
    "# check error is below QPE upper bound\n",
    "print(\n",
    "    f\"error = {abs(exact_energy - energy):.4f} < error bound = {size_interval / 2**n_phase_bits0:.4f}\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e174c5eb",
   "metadata": {},
   "source": [
    "## Precision: influence of the number of phase qubits and number of Trotter steps\n",
    "\n",
    "We run and measure the energy for several QPE circuits varying the number of phase qubits and Trotter steps. We also record the gate count and simulation time, and compare two modes of circuit simulation available with $\\texttt{quimb}$: the `Circuit` mode and the `CircuitMPS` mode. For the `Circuit` mode we choose a `greedy` hyperoptimizer, see our notebook on [Hyperoptimization](./hyperoptimization.ipynb).\n",
    "\n",
    "Let us first run the circuits (this may take a couple of minutes):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f5efb9ab",
   "metadata": {
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     "shell.execute_reply": "2026-04-03T03:58:48.244640Z"
    }
   },
   "outputs": [
    {
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    {
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   ],
   "source": [
    "res = {\"durations_tn\": [], \"durations_mps\": [], \"energies\": [], \"entangling_gates\": []}\n",
    "trotter_order = 2\n",
    "nphase_list = np.array([1, 2, 3, 4, 5])\n",
    "ns_list = [1, 2, 3, 4, EXACT]\n",
    "max_tn_nphase = 5\n",
    "max_tn_nsteps = 3\n",
    "\n",
    "for n_trotter_steps in tqdm.tqdm(ns_list):\n",
    "    duration_tn = []\n",
    "    duration_mps = []\n",
    "    energies = []\n",
    "    gates_count = []\n",
    "    for n_phase_bits in tqdm.tqdm(nphase_list, leave=False):\n",
    "        initial_circMPS = make_circMPS(n_phase_bits, psi0_mps)\n",
    "\n",
    "        if (n_trotter_steps is not EXACT) and (\n",
    "            n_phase_bits < max_tn_nphase or n_trotter_steps < max_tn_nsteps\n",
    "        ):\n",
    "            # using generic tensor network contraction to simulate a quantum circuit\n",
    "            # is usually very expensive. Only try for small number of qubits.\n",
    "            initial_circ = make_circ(n_phase_bits, psi0_mps)\n",
    "            traces, energy = qpe.qpe_energy(\n",
    "                h_spin,\n",
    "                initial_circ,\n",
    "                n_trotter_steps,\n",
    "                E_target,\n",
    "                size_interval,\n",
    "                trotter_order=trotter_order,\n",
    "                optimize=\"greedy\",\n",
    "            )\n",
    "            duration_tn.append(traces[\"ctimes\"][-1])\n",
    "\n",
    "        # contracting circuit in MPS mode is much more efficient\n",
    "        # deeper, wider circuits can be classicaly simulated\n",
    "        traces, energy = qpe.qpe_energy(\n",
    "            h_spin,\n",
    "            initial_circMPS,\n",
    "            n_trotter_steps,\n",
    "            E_target,\n",
    "            size_interval,\n",
    "            trotter_order=trotter_order,\n",
    "        )\n",
    "        energies.append(energy)\n",
    "        count = count_gates_by_qb(traces[\"gates_count\"])\n",
    "        gates_count.append(count[\"2qb\"] + count[\"3+qb\"])\n",
    "        duration_mps.append(traces[\"ctimes\"][-1])\n",
    "        assert abs(energy - energies[-1]) < 1e-6\n",
    "\n",
    "    res[\"durations_tn\"].append(duration_tn)\n",
    "    res[\"energies\"].append(np.array(energies))\n",
    "    res[\"durations_mps\"].append(duration_mps)\n",
    "    res[\"entangling_gates\"].append(gates_count)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59990f19",
   "metadata": {},
   "source": [
    "### Error versus number of phase qubits\n",
    "\n",
    "Let us see how the precision improves when adding more qubits in the phase register, for different number of Trotter steps:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "330dfc7b",
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    "editable": true,
    "execution": {
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     "shell.execute_reply": "2026-04-03T03:58:48.426275Z"
    },
    "lines_to_next_cell": 0,
    "slideshow": {
     "slide_type": ""
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.plot(\n",
    "    nphase_list,\n",
    "    size_interval / 2**nphase_list,\n",
    "    label=\"$\\\\Delta/2^{n_{\\\\rm phase~bits}}$\",\n",
    "    **mystyles[0],\n",
    ")\n",
    "ax.plot(\n",
    "    nphase_list,\n",
    "    np.abs(res[\"energies\"][-1] - exact_energy),\n",
    "    label=\"exact time evolution\",\n",
    "    **mystyles[1],\n",
    ")\n",
    "for i, n_trotter_steps in enumerate(ns_list[:-1]):\n",
    "    ax.plot(\n",
    "        nphase_list,\n",
    "        np.abs(res[\"energies\"][i] - exact_energy),\n",
    "        label=f\"{n_trotter_steps} Trotter steps\",\n",
    "        **mystyles[i + 2],\n",
    "    )\n",
    "ax.legend(loc=\"lower right\", bbox_to_anchor=(1.5, 0.4))\n",
    "ax.set_ylim(0, 0.25)\n",
    "ax.set_xticks(range(1, 6))\n",
    "ax.set_xlabel(\"number of phase qubits\")\n",
    "ax.set_ylabel(\"energy error\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f628f5b",
   "metadata": {},
   "source": [
    "$\\Delta=$ `size_interval` is the size of the search window $[E_{\\rm target} - \\Delta/2, E_{\\rm target} + \\Delta/2]$ where we expect to find $E_0$, see the first example on  [Textbook QPE](./textbook_qpe.ipynb). The black dashed curve $\\Delta/2^{n_{\\rm phase~bits}}$ is the upper bound of QPE error.\n",
    "\n",
    "For `n_trotter_steps >= 3`, the Trotter error becomes negligible and the curves overlap with exact time evolution."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5c0c5eef",
   "metadata": {},
   "source": [
    "### Error versus number of Trotter steps\n",
    "\n",
    "We now plot the error as a function of the number of Trotter steps $n_{\\rm steps}$ for a given number of phase qubits:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1ef5cf98",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:58:48.428600Z",
     "iopub.status.busy": "2026-04-03T03:58:48.428447Z",
     "iopub.status.idle": "2026-04-03T03:58:48.543326Z",
     "shell.execute_reply": "2026-04-03T03:58:48.542538Z"
    },
    "lines_to_next_cell": 0
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "energies = np.array([res[\"energies\"][i][-1] for i in range(len(ns_list) - 1)])\n",
    "\n",
    "fig, ax = plt.subplots()\n",
    "xfit = np.linspace(1, 5, 41)\n",
    "ax.plot(\n",
    "    xfit,\n",
    "    abs(energies[0] - exact_energy) * (ns_list[1] / xfit) ** 2,\n",
    "    linestyle=\"--\",\n",
    "    color=\"r\",\n",
    "    label=\"$\\\\mathcal{O}(t^3/n_{\\\\rm steps}^2)$\",\n",
    ")\n",
    "ax.axhline(\n",
    "    y=size_interval / 2 ** nphase_list[-1],\n",
    "    linestyle=\":\",\n",
    "    color=\"k\",\n",
    "    label=\"$\\\\Delta/2^{n_{\\\\rm phase~bits}}$\",\n",
    ")\n",
    "ax.plot(\n",
    "    ns_list[:-1],\n",
    "    np.abs(energies - exact_energy),\n",
    "    label=f\"{nphase_list[-1]} phase qubits\",\n",
    "    **mystyles[1],\n",
    ")\n",
    "ax.legend(loc=\"upper right\", framealpha=1)\n",
    "ax.set_xticks(range(1, 5))\n",
    "ax.set_xlim(0.8, 4.2)\n",
    "ax.set_ylim(0, 0.14)\n",
    "ax.set_xlabel(\"number of Trotter steps\")\n",
    "ax.set_ylabel(\"energy error\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ead6e853",
   "metadata": {},
   "source": [
    "The red dashed line shows the second order Trotter error bound $t^3 / n_{steps}^2$. The black dashed line shows the theoretical QPE error bound $\\Delta / 2^{n_{\\rm phase qubits}}$. Here $2$ Trotter steps are sufficient to reach the QPE precision for this number of phase qubits."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8806f8d9",
   "metadata": {},
   "source": [
    "### Gate count and computation time\n",
    "\n",
    "Let us now visualize the gate count. We only count entangling gates, i.e. not one-qubit gates. The Trotterized time-evolution operator is implemented with CNOT gates and single qubit gates (rotations). In QPE, the time-evolution is controlled on the phase register. Hence, the CNOT become multi-controlled CCNOT gates and the rotation gates become controlled-rotations. Since the number of Trotter steps along the controlled time evolution sequence grows exponentially with the number of phase qubits, so does the number of entangling gates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7946df08",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:58:48.544810Z",
     "iopub.status.busy": "2026-04-03T03:58:48.544654Z",
     "iopub.status.idle": "2026-04-03T03:58:48.761874Z",
     "shell.execute_reply": "2026-04-03T03:58:48.761114Z"
    },
    "lines_to_next_cell": 0
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax_n, ax_t) = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "for i, n_trotter_steps in enumerate(ns_list[:-1]):\n",
    "    ax_n.plot(\n",
    "        nphase_list,\n",
    "        res[\"entangling_gates\"][i],\n",
    "        label=f\"{n_trotter_steps} steps\",\n",
    "        **mystyles[i + 2],\n",
    "    )\n",
    "    ax_t.plot(\n",
    "        nphase_list,\n",
    "        res[\"durations_mps\"][i],\n",
    "        label=f\"{n_trotter_steps} steps MPS\",\n",
    "        **mystyles[i + 2],\n",
    "    )\n",
    "\n",
    "# Plot TN timings on top\n",
    "for i, n_trotter_steps in enumerate(ns_list[:-1]):\n",
    "    ax_t.plot(\n",
    "        nphase_list[nphase_list < max_tn_nphase]\n",
    "        if n_trotter_steps >= max_tn_nsteps\n",
    "        else nphase_list,\n",
    "        res[\"durations_tn\"][i],\n",
    "        label=f\"{n_trotter_steps} steps TN\",\n",
    "        marker=\"P\",\n",
    "        markersize=8,\n",
    "        linestyle=\"--\",\n",
    "        markeredgecolor=\"k\",\n",
    "        color=mystyles[i + 2][\"color\"],\n",
    "    )\n",
    "\n",
    "ax_n.legend(fontsize=12)\n",
    "ax_t.legend()\n",
    "ax_n.set_xlabel(\"number of phase qubits\")\n",
    "ax_n.set_ylabel(\"number of entangling gates\")\n",
    "ax_t.set_xlabel(\"number of phase qubits\")\n",
    "ax_t.set_ylabel(\"computation time (seconds)\");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90312039",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "0b949156",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "90bec9c3",
   "metadata": {},
   "source": [
    "* The `CircuitMPS` mode is much more efficient than the `Circuit` mode (actual timing depends on the contraction order found by the optimizer, see [our notebook on Hyperoptimization](./hyperoptimization.ipynb)). The computation time is directly correlated with the number of entangling gates, which grows exponentially with the number of phase qubits.\n",
    "\n",
    "* We quickly reach computation times of tens of seconds due to the exponentially growing circuit depth. Recall that for such small systems, the Hamiltonian can be exactly diagonalized in a fraction of a second on any laptop. We know that for QPE to gain an advantage compared to exact diagonalization or DMRG, larger systems, with more than 30 qubits and strong correlations, must be considered.\n",
    "\n",
    "* Note that a comparison between $\\texttt{quimb}$'s `CircuitMPS` and  $\\texttt{qiskit}$ MPS can be found in the  [Performance MPS](./performance_mps.ipynb) example. A detailed example on the way $\\texttt{quimb}$ performs tensor network contraction and in particular hyperoptimization can be found in the [Hyperoptimization](./hyperoptimization.ipynb) notebook."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c9e5f361",
   "metadata": {},
   "source": [
    "## Resource analysis\n",
    "\n",
    "For larger number of phase qubits, computation becomes costly: in the following we do not run the simulation but just get the list of gate instructions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6f4b271d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:58:48.763423Z",
     "iopub.status.busy": "2026-04-03T03:58:48.763268Z",
     "iopub.status.idle": "2026-04-03T03:59:08.866253Z",
     "shell.execute_reply": "2026-04-03T03:59:08.865274Z"
    }
   },
   "outputs": [],
   "source": [
    "E_const, Emax, evolution_time_resource, global_phase_resource = qpe.set_search_window(\n",
    "    h_spin, E_target, size_interval\n",
    ")\n",
    "\n",
    "nphase_list_resource = [1, 3, 5, 7, 9, 11]\n",
    "n_trotter_steps_resource = 4\n",
    "\n",
    "entangling_gates = []\n",
    "for n_phase_bits in nphase_list_resource:\n",
    "    initial_circ = make_circ(n_phase_bits, psi0_mps)\n",
    "    dt = evolution_time_resource / n_trotter_steps_resource\n",
    "\n",
    "    traces_resource, res_resource = qpe.qpe_sample(\n",
    "        h_spin,\n",
    "        initial_circ,\n",
    "        evolution_time_resource,\n",
    "        dt,\n",
    "        global_phase_resource,\n",
    "        trotter_order=2,\n",
    "        run_simulation=False,\n",
    "    )\n",
    "    count_qb = count_gates_by_qb(traces_resource[\"gates_count\"])\n",
    "    entangling_gates.append(count_qb[\"2qb\"] + count_qb[\"3+qb\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c363b7ee",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:59:08.867731Z",
     "iopub.status.busy": "2026-04-03T03:59:08.867582Z",
     "iopub.status.idle": "2026-04-03T03:59:09.039841Z",
     "shell.execute_reply": "2026-04-03T03:59:09.039078Z"
    },
    "lines_to_next_cell": 0
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.semilogy(nphase_list_resource, entangling_gates, \"-o\")\n",
    "ax.set_xlabel(\"number of phase qubits\")\n",
    "ax.set_ylabel(\"number of entangling gates\")\n",
    "fig.suptitle(\n",
    "    f\"QPE Heisenberg {n_qubits} spins, Trotter order 2 with $dt=t/{n_trotter_steps_resource}$\"\n",
    ");"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1b1ee94a",
   "metadata": {},
   "source": [
    "In the resource analysis mode (when 'run_simulation=False') the output is a list of `quimb.tensor.Gate` objects storing the details of the quantum circuit gates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c7757282",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-04-03T03:59:09.041265Z",
     "iopub.status.busy": "2026-04-03T03:59:09.041088Z",
     "iopub.status.idle": "2026-04-03T03:59:09.045150Z",
     "shell.execute_reply": "2026-04-03T03:59:09.044359Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(label, params, qubits, controls)\n",
      "<Gate(label=H, params=[], qubits=(0,), round=0)>\n",
      "<Gate(label=H, params=[], qubits=(1,), round=0)>\n",
      "<Gate(label=H, params=[], qubits=(2,), round=0)>\n",
      "<Gate(label=H, params=[], qubits=(3,), round=0)>\n",
      "<Gate(label=H, params=[], qubits=(4,), round=0)>\n"
     ]
    }
   ],
   "source": [
    "print(\"(label, params, qubits, controls)\")\n",
    "print(*res_resource[:5], sep=\"\\n\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80591242",
   "metadata": {},
   "source": [
    "As a final remark, note that in the process of releasing `qpe-toolbox` we became aware of a recent related work on numerical simulations of textbook QPE on a $3$-qubits Heisenberg Hamiltonian using `qiskit`: [arxiv:2602.22349](https://arxiv.org/abs/2602.22349v1)."
   ]
  }
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