{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "2ac6afba",
   "metadata": {},
   "source": [
    "# Lecture 24.3: Long-range strain — reducing the electronic domain\n",
    "\n",
    "*From* [Nanoelectronic Modeling — From Atoms to Devices](https://nanohub.org/resources/45001), *Gerhard Klimeck, Purdue University. Lecture page:* [nanoHUB resource 45382](https://nanohub.org/resources/45382) — [video](https://nanohub.org/resources/45392) · [slides](https://nanohub.org/resources/45391)\n",
    "\n",
    "**In this lecture**\n",
    "\n",
    "- Step 1 repeats the experiment of Lecture 24.2 (electronic structure up to a 20 nm buffer, 9.76 million\n",
    "  atoms) and adds the band edges at the centre of the dot from strain calculations alone, which are much\n",
    "  cheaper and reach a 24 nm buffer (14.28 million atoms).\n",
    "- The ground states are not converged, but the band edges at the centre nearly are, and for large\n",
    "  buffers the ground states trace them closely.\n",
    "- Step 2 separates the two domains: freeze the atoms of the largest strain calculation and compute the\n",
    "  states in smaller and smaller electronic subdomains, from a 20 nm down to a 4 nm buffer.\n",
    "- The levels do not change: the wavefunctions reach no deeper than 4 nm into the GaAs and touch fewer\n",
    "  than 0.83 million atoms, while the strain acts beyond 24 nm in at least one direction.\n",
    "- Open questions for Lecture 24.4: which strain direction matters more, vertical or lateral, and what are\n",
    "  the right strain boundary conditions?\n",
    "\n",
    "**In this notebook**\n",
    "\n",
    "You redo both steps for the InAs dome of Lecture 24.2 with open-nemo's finite-element strain and the\n",
    "effective-mass model on the local band edges: the ground states and the band edges at the dot's centre\n",
    "for strain domains of up to 40 nm buffer, then the levels in electronic boxes from 16 nm down to 1 nm\n",
    "around the dot with the strain frozen from a 24 nm domain, the decay of the wavefunctions into the\n",
    "GaAs, and the number of atoms each domain needs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1bc4e886",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:03.341690Z",
     "iopub.status.busy": "2026-10-24T22:21:03.341341Z",
     "iopub.status.idle": "2026-10-24T22:21:03.815281Z",
     "shell.execute_reply": "2026-10-24T22:21:03.814794Z"
    }
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import time\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import opennemo as nemo\n",
    "from opennemo.models import kp\n",
    "from opennemo.solvers import elasticity as el\n",
    "from opennemo.solvers.poisson import Grid\n",
    "from opennemo.structures.shapes import Box, Dome\n",
    "from opennemo.visualization import style\n",
    "\n",
    "style.use(notebook=True)\n",
    "T_START = time.time()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a9e8e82",
   "metadata": {},
   "source": [
    "## 1. Step 1: grow the domain and watch the band edges at the centre\n",
    "\n",
    "Two calculations of very different cost are involved in a dot simulation. The strain needs only the atom\n",
    "positions, a minimization of a valence force field whose cost grows linearly with the number of atoms.\n",
    "The electronic structure needs the eigenstates of a tight-binding Hamiltonian of 10–20 orbitals per atom,\n",
    "many times more expensive. In 2000 the electronic structure stopped at a 20 nm buffer around the dot\n",
    "(9.76 million atoms), but the strain could go further, and with it the \"classical\" local band edges at the\n",
    "centre of the dot, which need only the local strain.\n",
    "\n",
    "![Slide 7: ground states and band edges at the dot's centre against the domain size](attachment:slide_007_crop.png)\n",
    "*Slide 7: electron and hole ground states (up to 9.7 million atoms) and the band edges at the dot's\n",
    "centre (up to 14.3 million atoms) against the number of atoms in the domain: the states are not\n",
    "converged, the centre band edges nearly are, and the states trace them for large buffers. Hypothesis:\n",
    "for large strain domains the band edge is a good indicator.*\n",
    "\n",
    "The model is that of the previous lectures: finite-element strain with free outer surfaces, 8-band k·p\n",
    "local band edges, single-band effective-mass states (Vurgaftman et al. 2001 parameters, 300 K). As in\n",
    "Lecture 24.2, the hard walls of the electronic box sit $\\min(b, 5\\ \\mathrm{nm})$ outside the dot; §2\n",
    "shows that this changes the levels by less than a meV."
   ],
   "attachments": {
    "slide_007_crop.png": {
     "image/png": "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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "21bf90c3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:03.816524Z",
     "iopub.status.busy": "2026-10-24T22:21:03.816418Z",
     "iopub.status.idle": "2026-10-24T22:21:03.822078Z",
     "shell.execute_reply": "2026-10-24T22:21:03.821781Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "GaAs: a = 0.56532 nm, E_g = 1.422 eV, E_c = +1.422 eV, E_v = +0.000 eV, a_c = -7.17 eV, m_e = 0.067 m0\n",
      "InAs: a = 0.60583 nm, E_g = 0.354 eV, E_c = +0.564 eV, E_v = +0.210 eV, a_c = -5.08 eV, m_e = 0.026 m0\n",
      "InAs misfit on GaAs: 7.16 %\n"
     ]
    }
   ],
   "source": [
    "GaAs = kp.material(\"GaAs\", temperature=300)            # Vurgaftman et al. (2001), 300 K\n",
    "InAs = kp.material(\"InAs\", temperature=300)\n",
    "E0 = GaAs.valence_band_offset                           # energy zero: unstrained GaAs valence-band top\n",
    "\n",
    "\n",
    "def stiffness(m):\n",
    "    \"\"\"Cubic elastic stiffness (GPa, Voigt) of a k·p material.\"\"\"\n",
    "    return el.cubic_stiffness(m.c11, m.c12, m.c44)\n",
    "\n",
    "\n",
    "def misfit(m):\n",
    "    \"\"\"Eigenstrain of m on the GaAs reference lattice: a_m / a_GaAs - 1.\"\"\"\n",
    "    return m.lattice_constant / GaAs.lattice_constant - 1\n",
    "\n",
    "\n",
    "for m in (GaAs, InAs):\n",
    "    print(f\"{m.name}: a = {m.lattice_constant:.5f} nm, E_g = {m.band_gap:.3f} eV, \"\n",
    "          f\"E_c = {m.valence_band_offset + m.band_gap - E0:+.3f} eV, \"\n",
    "          f\"E_v = {m.valence_band_offset - E0:+.3f} eV, \"\n",
    "          f\"a_c = {m.ac:+.2f} eV, m_e = {m.electron_mass:.3f} m0\")\n",
    "print(f\"InAs misfit on GaAs: {100 * misfit(InAs):.2f} %\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2ff5a66a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:03.823160Z",
     "iopub.status.busy": "2026-10-24T22:21:03.823100Z",
     "iopub.status.idle": "2026-10-24T22:21:03.827883Z",
     "shell.execute_reply": "2026-10-24T22:21:03.827473Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "direct 8-band:  E_c, top valence = [0.86859 0.32936]\n",
      "local_edges:    E_c, E_HH, E_LH  = [0.86859 0.32936 0.1134 ]\n"
     ]
    }
   ],
   "source": [
    "VOIGT = [(0, 0), (1, 1), (2, 2), (1, 2), (0, 2), (0, 1)]\n",
    "_LINEAR = {}\n",
    "\n",
    "\n",
    "def local_edges(m, eps):\n",
    "    \"\"\"Local band edges (eV, from E0) of material m under the strains eps (n, 3, 3): the zone-centre\n",
    "    eigenvalues of its 8-band k·p Hamiltonian (Bir-Pikus strain terms). Returns E_c, E_HH, E_LH; the\n",
    "    heavy holes are the valence pair with the least |Z> character (z: growth axis).\"\"\"\n",
    "    if m.name not in _LINEAR:                            # H(eps) = H0 + sum eps_ij D_ij: linear in eps\n",
    "        h0 = kp.bulk_hamiltonian(m, np.zeros(3), 8)\n",
    "        d = []\n",
    "        for i, j in VOIGT:\n",
    "            u = np.zeros((3, 3))\n",
    "            u[i, j] = u[j, i] = 1.0\n",
    "            d.append(kp.bulk_hamiltonian(m, np.zeros(3), 8, strain=u) - h0)\n",
    "        _LINEAR[m.name] = h0, np.array(d)\n",
    "    h0, d = _LINEAR[m.name]\n",
    "    v = np.stack([eps[:, i, j] for i, j in VOIGT], -1)\n",
    "    w, u = np.linalg.eigh(h0[None] + np.einsum(\"na,aij->nij\", v, d))\n",
    "    z = np.abs(u[:, 3, 2:6]) ** 2 + np.abs(u[:, 7, 2:6]) ** 2   # basis S, X, Y, Z per spin\n",
    "    order = np.argsort(z, axis=1)\n",
    "    top = w[:, 2:6]\n",
    "    e_hh = np.take_along_axis(top, order[:, :2], 1).max(1)\n",
    "    e_lh = np.take_along_axis(top, order[:, 2:], 1).max(1)\n",
    "    return w[:, 6] - E0, e_hh - E0, e_lh - E0\n",
    "\n",
    "\n",
    "def region_at(result, points):\n",
    "    \"\"\"Region index (0: the GaAs matrix, >0: the dot) of the finite-element cell containing each\n",
    "    point: the cell whose material local_strain_at measures the strain against.\"\"\"\n",
    "    p = result.problem\n",
    "    ids = []\n",
    "    for d, a in enumerate(p.grid.axes):\n",
    "        x = points[:, d]\n",
    "        if p.periodic[d]:\n",
    "            x = a[0] + np.mod(x - a[0], a[-1] - a[0])\n",
    "        ids.append(np.clip(np.searchsorted(a, x, side=\"right\") - 1, 0, len(a) - 2))\n",
    "    return p.material[np.ravel_multi_index(tuple(ids), p.cell_shape)]\n",
    "\n",
    "\n",
    "eps_test = np.array([[-0.05, 0.01, 0.0], [0.01, -0.05, 0.0], [0.0, 0.0, 0.04]])\n",
    "direct = np.linalg.eigvalsh(kp.bulk_hamiltonian(InAs, np.zeros(3), 8, strain=eps_test)) - E0\n",
    "print(\"direct 8-band:  E_c, top valence =\", np.round(direct[[6, 5]], 5))\n",
    "print(\"local_edges:    E_c, E_HH, E_LH  =\", np.round(np.ravel(local_edges(InAs, eps_test[None])), 5))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ac6a0131",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:03.829017Z",
     "iopub.status.busy": "2026-10-24T22:21:03.828919Z",
     "iopub.status.idle": "2026-10-24T22:21:03.834037Z",
     "shell.execute_reply": "2026-10-24T22:21:03.833620Z"
    }
   },
   "outputs": [],
   "source": [
    "HB2M = 0.0380998                                         # hbar^2 / 2 m0 (eV nm^2)\n",
    "\n",
    "\n",
    "def bdd_hamiltonian(shape, h, inv_mass, potential):\n",
    "    \"\"\"Single-band BenDaniel-Duke operator -div (hbar^2 / 2m) grad + V on a box grid of spacings h\n",
    "    (nm) with hard walls; inv_mass (n, 3): m0/m along x, y, z at each point.\"\"\"\n",
    "    import scipy.sparse as sp\n",
    "    n = int(np.prod(shape))\n",
    "    idx = np.arange(n).reshape(shape)\n",
    "    diag = np.asarray(potential, dtype=float).copy()\n",
    "    rows, cols, vals = [], [], []\n",
    "    for ax in range(3):\n",
    "        a = np.take(idx, range(shape[ax] - 1), axis=ax).ravel()\n",
    "        b = np.take(idx, range(1, shape[ax]), axis=ax).ravel()\n",
    "        t = HB2M * 0.5 * (inv_mass[a, ax] + inv_mass[b, ax]) / h[ax] ** 2\n",
    "        rows += [a, b]\n",
    "        cols += [b, a]\n",
    "        vals += [-t, -t]\n",
    "        np.add.at(diag, a, t)\n",
    "        np.add.at(diag, b, t)\n",
    "        for wall in (np.take(idx, [0], axis=ax).ravel(), np.take(idx, [shape[ax] - 1], axis=ax).ravel()):\n",
    "            diag[wall] += HB2M * inv_mass[wall, ax] / h[ax] ** 2   # psi = 0 one step outside\n",
    "    off = sp.coo_matrix((np.concatenate(vals), (np.concatenate(rows), np.concatenate(cols))), shape=(n, n))\n",
    "    return off.tocsr() + sp.diags(diag)\n",
    "\n",
    "\n",
    "def hole_inv_mass(m):\n",
    "    \"\"\"Heavy-hole m0/m in the plane (gamma1 + gamma2) and along z (gamma1 - 2 gamma2).\"\"\"\n",
    "    return np.array([m.gamma1 + m.gamma2, m.gamma1 + m.gamma2, m.gamma1 - 2 * m.gamma2])\n",
    "\n",
    "\n",
    "def dot_levels(result, dot, lo, hi, h=(1.0, 1.0, 0.5), num=1, holes=True):\n",
    "    \"\"\"Lowest electron and highest hole levels (eV, from E0) of a dot of material `dot` in GaAs, in\n",
    "    the hard-wall box lo..hi (nm) on a grid of spacings h, with the strain and the regions of the\n",
    "    finite-element `result`. Returns a dict with the levels, the grid and the band edges on it.\"\"\"\n",
    "    axes = [np.arange(lo[i] + h[i] / 2, hi[i], h[i]) for i in range(3)]\n",
    "    shape = tuple(len(a) for a in axes)\n",
    "    pts = np.stack(np.meshgrid(*axes, indexing=\"ij\"), -1).reshape(-1, 3)\n",
    "    ind = region_at(result, pts) > 0\n",
    "    eps = result.local_strain_at(pts)\n",
    "    ec, ev = np.empty(len(pts)), np.empty(len(pts))\n",
    "    for m, sel in ((GaAs, ~ind), (dot, ind)):\n",
    "        c, hh, lh = local_edges(m, eps[sel])\n",
    "        ec[sel], ev[sel] = c, np.maximum(hh, lh)\n",
    "    inv_me = 1.0 / np.where(ind, dot.electron_mass, GaAs.electron_mass)\n",
    "    re = nemo.eigenstates(bdd_hamiltonian(shape, h, np.repeat(inv_me[:, None], 3, 1), ec), num=num)\n",
    "    out = {\"e\": np.sort(re[\"energies\"]), \"e_states\": re, \"points\": pts, \"shape\": shape, \"axes\": axes,\n",
    "           \"ec\": ec, \"ev\": ev, \"inside\": ind}\n",
    "    if holes:                                            # holes: lowest states of (kinetic - E_v)\n",
    "        inv_mh = np.where(ind[:, None], hole_inv_mass(dot)[None], hole_inv_mass(GaAs)[None])\n",
    "        rh = nemo.eigenstates(bdd_hamiltonian(shape, h, inv_mh, -ev), num=num)\n",
    "        out[\"h\"], out[\"h_states\"] = -np.sort(rh[\"energies\"]), rh\n",
    "    return out\n",
    "\n",
    "\n",
    "def graded_axis(lo, hi, core_lo, core_hi, h, h_max=2.0, growth=1.25):\n",
    "    \"\"\"Grid nodes from lo to hi (nm): spacing h on [core_lo, core_hi] around the dot, growing by\n",
    "    `growth` per cell outside it up to h_max. Elasticity has no length scale, so the far buffer\n",
    "    needs no fine grid.\"\"\"\n",
    "    def grow(start, end, sign):\n",
    "        pts, x, s = [], start, h\n",
    "        while True:\n",
    "            s = min(s * growth, h_max)\n",
    "            x += sign * s\n",
    "            if (x >= end - 0.3 * s) if sign > 0 else (x <= end + 0.3 * s):\n",
    "                return pts + [end]\n",
    "            pts.append(x)\n",
    "    core = list(np.arange(core_lo, core_hi + 1e-9, h))\n",
    "    return np.array(grow(core_lo, lo, -1)[::-1] + core + grow(core_hi, hi, +1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ac2614e5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:03.834902Z",
     "iopub.status.busy": "2026-10-24T22:21:03.834837Z",
     "iopub.status.idle": "2026-10-24T22:21:20.654986Z",
     "shell.execute_reply": "2026-10-24T22:21:20.654566Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " b (nm)   atoms (M)    e1      E_c(centre)   e1 - E_c     h1      E_v(centre)   E_v - h1\n",
      "     4       0.83    1.0460    0.8330      0.2129     0.2964    0.3692      0.0728\n",
      "     8       1.97    1.1156    0.9130      0.2026     0.2861    0.3520      0.0659\n",
      "    12       3.74    1.1471    0.9494      0.1977     0.2731    0.3316      0.0584\n",
      "    16       6.30    1.1619    0.9658      0.1961     0.2654    0.3207      0.0554\n",
      "    20       9.76    1.1695    0.9740      0.1955     0.2610    0.3151      0.0541\n",
      "    24      14.28       --      0.9785         --          --     0.3120\n",
      "    28      19.98       --      0.9811         --          --     0.3101\n",
      "    32      27.00       --      0.9827         --          --     0.3089\n",
      "    36      35.47       --      0.9838         --          --     0.3082\n",
      "    40      45.54       --      0.9845         --          --     0.3076\n",
      "10 strain fields in 10.3 s; electronic structure for 5 buffers in 6.5 s\n"
     ]
    }
   ],
   "source": [
    "R, H = 15.0, 5.0\n",
    "dome = Dome((0, 0, 0), (R, R, H))                                   # InAs, base at z = 0\n",
    "CENTRE = np.array([[0.0, 0.0, H / 2]])\n",
    "\n",
    "\n",
    "def strain_free(b):\n",
    "    \"\"\"The InAs dome in a GaAs box with buffer b (nm) on all six sides, free outer surfaces.\"\"\"\n",
    "    xa = graded_axis(-R - b, R + b, -R - 1, R + 1, 1.0)\n",
    "    za = graded_axis(-b, H + b, -1, H + 1, 0.5)\n",
    "    return el.Elasticity.from_regions(Grid(xa, xa, za), [(None, stiffness(GaAs), 0.0),\n",
    "                                                         (dome, stiffness(InAs), misfit(InAs))]).solve()\n",
    "\n",
    "\n",
    "def box(e):\n",
    "    \"\"\"Electronic box reaching e (nm) beyond the dot's bounding box in every direction.\"\"\"\n",
    "    return (-R - e, -R - e, -e), (R + e, R + e, H + e)\n",
    "\n",
    "\n",
    "def atoms(e):\n",
    "    return 8 * (2 * R + 2 * e) ** 2 * (H + 2 * e) / 0.56532**3\n",
    "\n",
    "\n",
    "t0 = time.time()\n",
    "strain, centre = {}, {}\n",
    "for b in range(4, 41, 4):                                           # strain only: cheap\n",
    "    strain[b] = strain_free(b)\n",
    "    ec, hh, lh = local_edges(InAs, strain[b].local_strain_at(CENTRE))\n",
    "    centre[b] = (ec[0], max(hh[0], lh[0]))\n",
    "t_strain = time.time() - t0\n",
    "t0 = time.time()\n",
    "step1 = {b: dot_levels(strain[b], InAs, *box(min(b, 5.0))) for b in (4, 8, 12, 16, 20)}\n",
    "t_step1 = time.time() - t0\n",
    "print(\" b (nm)   atoms (M)    e1      E_c(centre)   e1 - E_c     h1      E_v(centre)   E_v - h1\")\n",
    "for b in strain:\n",
    "    line = f\"{b:6d}   {atoms(b) / 1e6:8.2f}  \"\n",
    "    if b in step1:\n",
    "        e1, h1 = step1[b][\"e\"][0], step1[b][\"h\"][0]\n",
    "        line += (f\"  {e1:.4f}    {centre[b][0]:.4f}      {e1 - centre[b][0]:.4f}     {h1:.4f}    \"\n",
    "                 f\"{centre[b][1]:.4f}      {centre[b][1] - h1:.4f}\")\n",
    "    else:\n",
    "        line += f\"     --      {centre[b][0]:.4f}         --          --     {centre[b][1]:.4f}\"\n",
    "    print(line)\n",
    "print(f\"{len(strain)} strain fields in {t_strain:.1f} s; \"\n",
    "      f\"electronic structure for 5 buffers in {t_step1:.1f} s\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c24d3bf8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:20.656223Z",
     "iopub.status.busy": "2026-10-24T22:21:20.656124Z",
     "iopub.status.idle": "2026-10-24T22:21:20.918288Z",
     "shell.execute_reply": "2026-10-24T22:21:20.917870Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1210x418 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "bs, b1 = np.array(list(strain)), np.array(list(step1))\n",
    "fig, axes = plt.subplots(1, 2, figsize=(11, 3.8))\n",
    "for ax, k, lab, cl in ((axes[0], \"e\", \"electron\", \"$E_c$\"), (axes[1], \"h\", \"hole\", \"$E_v$\")):\n",
    "    j = 0 if k == \"e\" else 1\n",
    "    ax.plot(atoms(b1) / 1e6, [step1[b][k][0] for b in b1],\n",
    "            **style.series(points=True, label=f\"{lab} ground state\"))\n",
    "    ax.plot(atoms(bs) / 1e6, [centre[b][j] for b in bs], marker=\".\", **style.series(variant=1,\n",
    "            label=f\"{cl} at the dot's centre (strain only)\"))\n",
    "    ax.axvline(atoms(20) / 1e6, **style.series(\"context\", ls=\":\"))\n",
    "    ax.set(xscale=\"log\", xlabel=\"atoms in the strain domain (millions)\", ylabel=f\"{lab} energy (eV)\",\n",
    "           title=f\"{lab}s: buffer 4 to 40 nm\")\n",
    "    ax.legend(frameon=False, fontsize=8)\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67ee0f66",
   "metadata": {},
   "source": [
    "Up to the 20 nm buffer (dotted line, 9.76 million atoms) the picture is the lecture's. The ground states\n",
    "move a lot, by 124 meV (electron) and 35 meV (hole), but they do so *together with* the band edges at the\n",
    "centre of the dot: $e_1 - E_c(\\text{centre})$ settles at 0.196 eV and $E_v(\\text{centre}) - h_1$ at\n",
    "0.055 eV for the larger buffers. The confinement energy is set by the dot; the strain domain shifts the\n",
    "whole well.\n",
    "\n",
    "The strain-only curve, which is cheap, shows how much farther the strain reaches. Between the 20 nm and\n",
    "the 40 nm buffer the conduction band edge at the centre still rises by about 10 meV, more slowly with\n",
    "every step but without a plateau, and the domain has grown to 46 million atoms. With free outer surfaces\n",
    "the dot keeps pushing the ever larger block apart (Lecture 24.2); with the hypothesis that the ground\n",
    "state follows the band edge, the remaining error of the 20 nm calculation can be estimated from strain\n",
    "calculations alone.\n",
    "\n",
    "## 2. Step 2: freeze the strain, shrink the electronic domain\n",
    "\n",
    "The second step answers the other question: how far does the electronic wavefunction reach? Start from\n",
    "the strain of the largest domain, freeze the atoms there, and compute the states in subdomains around the\n",
    "dot that get smaller and smaller. As long as the wavefunction fits inside the subdomain, its energy cannot\n",
    "change.\n",
    "\n",
    "![Slide 13: ground states in shrinking electronic domains with the strain of the 24 nm domain](attachment:slide_013_crop.png)\n",
    "*Slide 13: with the atoms frozen from the 24 nm strain calculation (14.3 million atoms), the electron and\n",
    "hole ground states (stars) stay constant as the electronic domain shrinks from a 20 nm to a 4 nm buffer\n",
    "(0.83 million atoms). At 20 nm the new hole state lies below that of step 1: the strain of the larger\n",
    "domain is more relaxed.*\n",
    "\n",
    "Here the strain is that of the 24 nm free-surface calculation of §1, and the electronic box shrinks from\n",
    "16 nm (284,000 grid points; a 20 nm box would cost as much as all the others together) to 1 nm."
   ],
   "attachments": {
    "slide_013_crop.png": {
     "image/png": "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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f2e18cfd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:20.919406Z",
     "iopub.status.busy": "2026-10-24T22:21:20.919322Z",
     "iopub.status.idle": "2026-10-24T22:21:43.548133Z",
     "shell.execute_reply": "2026-10-24T22:21:43.547673Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " box (nm)  grid points   atoms (M)     e1       h1     e1 - e1(16)  h1 - h1(16)\n",
      "      16     284,456       6.30   1.1737   0.2584     +0.00 meV    +0.00 meV\n",
      "      12     169,128       3.74   1.1737   0.2584     +0.00 meV    -0.00 meV\n",
      "       8      88,872       1.97   1.1737   0.2584     +0.00 meV    -0.00 meV\n",
      "       6      59,976       1.33   1.1737   0.2584     +0.02 meV    -0.00 meV\n",
      "       4      37,544       0.83   1.1740   0.2584     +0.35 meV    -0.00 meV\n",
      "       3      28,512       0.63   1.1751   0.2584     +1.47 meV    -0.01 meV\n",
      "       2      20,808       0.46   1.1801   0.2583     +6.47 meV    -0.10 meV\n",
      "       1      14,336       0.32   1.2053   0.2574    +31.68 meV    -1.02 meV\n",
      "step 1 at b = 20 nm: e1 = 1.1695 eV, h1 = 0.2610 eV (22.5 s)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1210x396 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "frozen = strain[24]\n",
    "t0 = time.time()\n",
    "step2 = {e: dot_levels(frozen, InAs, *box(e)) for e in (16, 12, 8, 6, 4, 3, 2, 1)}\n",
    "t_step2 = time.time() - t0\n",
    "ref = step2[16]\n",
    "print(\" box (nm)  grid points   atoms (M)     e1       h1     e1 - e1(16)  h1 - h1(16)\")\n",
    "for e, lv in step2.items():\n",
    "    print(f\"{e:8d}  {np.prod(lv['shape']):10,d}   {atoms(e) / 1e6:8.2f}   {lv['e'][0]:.4f}   {lv['h'][0]:.4f}\"\n",
    "          f\"   {1e3 * (lv['e'][0] - ref['e'][0]):+7.2f} meV  {1e3 * (lv['h'][0] - ref['h'][0]):+7.2f} meV\")\n",
    "print(f\"step 1 at b = 20 nm: e1 = {step1[20]['e'][0]:.4f} eV, h1 = {step1[20]['h'][0]:.4f} eV \"\n",
    "      f\"({t_step2:.1f} s)\")\n",
    "\n",
    "es = np.array(list(step2))\n",
    "fig, axes = plt.subplots(1, 2, figsize=(11, 3.6))\n",
    "for ax, k, lab in ((axes[0], \"e\", \"electron\"), (axes[1], \"h\", \"hole\")):\n",
    "    ax.plot(es, [step2[e][k][0] for e in es], marker=\"*\", ms=9,\n",
    "            **style.series(label=\"step 2: strain of the 24 nm domain, frozen\"))\n",
    "    ax.plot(b1, [step1[b][k][0] for b in b1], marker=\"o\", **style.series(variant=1,\n",
    "            label=\"step 1: strain and electrons, same buffer\"))\n",
    "    ax.set(xlabel=\"buffer of the electronic domain (nm)\", ylabel=f\"{lab} ground state (eV)\", title=f\"{lab}s\")\n",
    "    ax.legend(frameon=False, fontsize=8)\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b4cffaa",
   "metadata": {},
   "source": [
    "With the strain frozen, the electron and hole levels are the same to within 0.4 meV for every\n",
    "electronic box from 16 nm down to 4 nm; only at 2 nm does the electron rise by 6 meV, and at 1 nm by\n",
    "32 meV, when the hard walls start to squeeze its wavefunction. The two curves of the figure tell apart\n",
    "what the domain size does to the two physical problems: shrinking the *strain* domain (step 1) moves the\n",
    "levels by more than 100 meV, shrinking the *electronic* domain (step 2) does nothing until it cuts into the\n",
    "wavefunction. As on the slide, the frozen-strain hole lies below the step-1 hole at 20 nm (here by\n",
    "3 meV): the 24 nm domain is more relaxed.\n",
    "\n",
    "## 3. How far does the wavefunction reach?\n",
    "\n",
    "The 8 nm box holds the ground states with room to spare. The fraction of $|\\psi|^2$ that lies more than\n",
    "a distance $d$ outside the dot's bounding box, and cuts through the two densities, show how far they\n",
    "reach into the GaAs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "57a4bd0e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:21:43.549292Z",
     "iopub.status.busy": "2026-10-24T22:21:43.549202Z",
     "iopub.status.idle": "2026-10-24T22:21:43.758701Z",
     "shell.execute_reply": "2026-10-24T22:21:43.758288Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "electron: weight inside the dot's bounding box 0.868; beyond 2 nm 7.1e-03, beyond 4 nm 4.1e-04\n",
      "hole    : weight inside the dot's bounding box 0.972; beyond 2 nm 2.0e-04, beyond 4 nm 3.1e-06\n",
      "electronic domain with a 4 nm buffer: 0.83 million atoms; strain domain with a 24 nm buffer: 14.28 million\n",
      "notebook run time: 40 s\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1430x396 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lv = step2[8]\n",
    "p = lv[\"points\"]\n",
    "outside = np.max(np.stack([np.abs(p[:, 0]) - R, np.abs(p[:, 1]) - R, -p[:, 2], p[:, 2] - H]), axis=0)\n",
    "d = np.linspace(0, 6, 61)\n",
    "fig, axes = plt.subplots(1, 3, figsize=(13, 3.6), gridspec_kw={\"width_ratios\": [1, 1.2, 1.2]})\n",
    "for k, (key, lab) in enumerate(((\"e_states\", \"electron\"), (\"h_states\", \"hole\"))):\n",
    "    rho = np.abs(lv[key][\"vectors\"][:, 0]) ** 2\n",
    "    rho /= rho.sum()\n",
    "    beyond = np.array([rho[outside > x].sum() for x in d])\n",
    "    axes[0].semilogy(d, beyond, **style.series(variant=k, label=lab))\n",
    "    print(f\"{lab:8s}: weight inside the dot's bounding box {rho[outside <= 0].sum():.3f}; beyond 2 nm \"\n",
    "          f\"{np.interp(2, d, beyond):.1e}, beyond 4 nm {np.interp(4, d, beyond):.1e}\")\n",
    "    grid = rho.reshape(lv[\"shape\"])[:, lv[\"shape\"][1] // 2, :]           # the x-z plane through the axis\n",
    "    x_ax, z_ax = lv[\"axes\"][0], lv[\"axes\"][2]\n",
    "    im = axes[1 + k].pcolormesh(x_ax, z_ax, grid.T / grid.max(), cmap=style.MAGNITUDE, shading=\"nearest\")\n",
    "    xs = np.linspace(-R, R, 200)\n",
    "    axes[1 + k].plot(xs, H * np.sqrt(np.clip(1 - (xs / R) ** 2, 0, 1)), **style.series(\"context\", lw=1.2))\n",
    "    axes[1 + k].plot([-R, R], [0, 0], **style.series(\"context\", lw=1.2))\n",
    "    axes[1 + k].set(xlabel=\"x (nm)\", ylabel=\"z (nm)\", title=f\"{lab} density, y = 0 (8 nm box)\", aspect=2)\n",
    "    fig.colorbar(im, ax=axes[1 + k], shrink=0.8, label=\"|ψ|² / max\")\n",
    "axes[0].set(xlabel=\"distance d outside the dot's bounding box (nm)\", ylabel=\"weight of |ψ|² beyond d\",\n",
    "            title=\"how far the states reach\", ylim=(1e-9, 1))\n",
    "axes[0].legend(frameon=False)\n",
    "fig.tight_layout()\n",
    "print(f\"electronic domain with a 4 nm buffer: {atoms(4) / 1e6:.2f} million atoms; \"\n",
    "      f\"strain domain with a 24 nm buffer: {atoms(24) / 1e6:.2f} million\")\n",
    "print(f\"notebook run time: {time.time() - T_START:.0f} s\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ccba9504",
   "metadata": {},
   "source": [
    "Both states sit inside the dot: the electron (87 % of it inside the dot's bounding box) fills its\n",
    "centre, the heavier hole (97 %) is flatter. Their tails decay exponentially into the GaAs, by about a\n",
    "factor of ten per 1.6 nm for the electron and per 1.1 nm for the hole: 4 × 10⁻⁴ of the electron and\n",
    "3 × 10⁻⁶ of the hole lie more than 4 nm outside the dot, too little to move the energy by more than\n",
    "0.4 meV (step 2). That is the\n",
    "lecture's answer: the wavefunction does not go deeper than about 4 nm into the GaAs, and an electronic\n",
    "domain of 0.83 million atoms holds it. The strain, by contrast, still changes the band edges beyond a\n",
    "24 nm buffer, a domain of 14.3 million atoms. The numbers come from a continuum model, so the absolute\n",
    "decay lengths depend on the effective masses, but the separation of scales does not.\n",
    "\n",
    "The practical consequence is the recipe of NEMO 3-D: compute the strain in a large domain, where atoms\n",
    "are cheap, and the electronic structure in a small one around the dot. Two questions remain for\n",
    "Lecture 24.4: does the strain matter more along the growth direction or in the plane, and what boundary\n",
    "conditions should replace the free outer surfaces?\n",
    "\n",
    "## Summary\n",
    "\n",
    "- Strain domains are much cheaper than electronic domains: the strain and the band edges at the dot's\n",
    "  centre can be computed for buffers far beyond what the electronic structure can afford.\n",
    "- As the domain grows, the ground states are not converged, but they follow the band edges at the dot's\n",
    "  centre: $e_1 - E_c$ and $E_v - h_1$ settle for buffers above about 12 nm.\n",
    "- With the strain frozen from a 24 nm domain, the levels do not change as the electronic box shrinks\n",
    "  from 16 nm to 4 nm: the wavefunction reaches no more than about 4 nm into the GaAs, a domain of\n",
    "  0.83 million atoms.\n",
    "- The strain reaches beyond a 24 nm buffer (14.3 million atoms): electronic and strain domains should be\n",
    "  chosen separately.\n",
    "\n",
    "## Exercises\n",
    "\n",
    "1. Repeat step 2 for the In$_{0.6}$Ga$_{0.4}$As dome (`kp.material(\"InGaAs\", x=0.6, temperature=300)`).\n",
    "   Does the alloy's lighter confinement let the electron reach further into the GaAs?\n",
    "2. Freeze the strain of the 8 nm domain instead of the 24 nm one and shrink the electronic box. Which\n",
    "   conclusion of step 2 still holds, and which number changes?\n",
    "3. Compute the first excited electron state (`num=2` in `dot_levels`) and its decay into the GaAs. How\n",
    "   small can the electronic box be for it?\n",
    "\n",
    "## Further reading\n",
    "\n",
    "- [Lecture 24.2: expanding the strain domain](24_2_expanding_the_strain_domain.ipynb),\n",
    "  [24.4: boundary conditions and dot configurations](24_4_boundary_conditions_and_dot_configurations.ipynb)\n",
    "- [Lecture 23.7: from strain to band edges](../09_stress_and_strain/23_7_strain_to_band_edges.ipynb)\n",
    "- [NEMO 3-D in 2002](../../book/15_benchmarks/15_03_nemo3d/15_03_01_klimeck2002_nemo3d.ipynb) (strain and\n",
    "  electronic domains of a dome dot)\n",
    "- [Self-assembled InAs/GaAs quantum dots: strain and confinement](../../book/07_quantum_dots/07_01_dot_levels_and_strain/07_01_04_strained_inas_gaas_dot.ipynb)\n",
    "- G. Klimeck, F. Oyafuso, T. B. Boykin, R. C. Bowen and P. von Allmen, \"Development of a nanoelectronic\n",
    "  3-D (NEMO 3-D) simulator for multimillion atom simulations and its application to alloyed quantum\n",
    "  dots\", CMES 3, 601 (2002).\n",
    "- G. Klimeck, S. S. Ahmed, H. Bae, N. Kharche, S. Clark, B. Haley, S. Lee, M. Naumov, H. Ryu, F. Saied,\n",
    "  M. Prada, M. Korkusinski, T. B. Boykin and R. Rahman, \"Atomistic simulation of realistically sized\n",
    "  nanodevices using NEMO 3-D — Part I: Models and benchmarks\", IEEE Trans. Electron Devices 54, 2079\n",
    "  (2007)."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.12.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
