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    "# Lecture 24.1: Long-range strain in InGaAs quantum dots — introduction\n",
    "\n",
    "*From* [Nanoelectronic Modeling — From Atoms to Devices](https://nanohub.org/resources/45001), *Gerhard Klimeck, Purdue University. Lecture page:* [nanoHUB resource 45380](https://nanohub.org/resources/45380) — [video](https://nanohub.org/resources/45386) · [slides](https://nanohub.org/resources/45385)\n",
    "\n",
    "**In this lecture**\n",
    "\n",
    "- The plan of Section 24: a numerical experiment on one embedded InAs dot that asks how many atoms are\n",
    "  needed before strain and the confined energies stop changing, and how far strain and wavefunctions\n",
    "  reach.\n",
    "- How self-assembled dots form (Stranski–Krastanov growth): InAs is 7 % larger than GaAs, and the\n",
    "  strained film breaks up into islands that are then capped.\n",
    "- A bulk-like band edge inside a nanometre-sized dot does not exist and cannot be measured; the confined\n",
    "  states can be measured optically but are hard to simulate.\n",
    "- Strain moves the energies a lot: in a small InAs pyramid it nearly doubles the local band gap and\n",
    "  raises the electron–hole transition energy by about 30 %.\n",
    "- The NEMO 3-D flow: geometry, atomistic (valence force field) relaxation, tight-binding Hamiltonian,\n",
    "  single-particle states, then optical and many-body properties.\n",
    "\n",
    "**In this notebook**\n",
    "\n",
    "You compute the strain of a pseudomorphic InAs film with the continuum elasticity solver\n",
    "(`opennemo.solvers.elasticity`), relax a 7 nm InAs pyramid in GaAs atom by atom with the Keating force\n",
    "field (`opennemo.models.mechanics`), draw its bond lengths and its \"classical\" local band edges from\n",
    "strained tight binding (`opennemo.models.tb.local_band_edges`), compute the electron–hole energy of the\n",
    "same dot with and without strain, and count how many atoms the experiment of the next lectures needs."
   ]
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   "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.models import kp_grid as kg, mechanics as M\n",
    "from opennemo.simulations import kp_states as kps\n",
    "from opennemo.models.tb import local_band_edges\n",
    "from opennemo.structures.shapes import Box, Dome, Pyramid\n",
    "from opennemo.structures.structure import Structure\n",
    "from opennemo.visualization import style\n",
    "\n",
    "style.use(notebook=True)\n",
    "T_START = time.time()"
   ]
  },
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   "source": [
    "## 1. How do we get quantum dots? Stranski–Krastanov growth\n",
    "\n",
    "Self-assembled InAs dots are grown by depositing InAs on a GaAs substrate. The two crystals have the same\n",
    "zincblende structure, but the InAs lattice constant (0.6058 nm) is 7 % larger than that of GaAs\n",
    "(0.5653 nm). The first InAs layer, the *wetting layer* of about one monolayer, takes the in-plane lattice\n",
    "constant of the substrate: it is squeezed in the plane and, to keep its volume, stretched along the\n",
    "growth direction. Every further layer stores more elastic energy. After a little more than a monolayer\n",
    "the film finds it cheaper to break up into small islands, which can relax by bulging out. Capped with\n",
    "GaAs, the islands become quantum dots: a substrate, a wetting layer, the dot, and a capping layer.\n",
    "\n",
    "![Slide 3: Stranski–Krastanov growth of InAs on GaAs](attachment:slide_003_crop.png)\n",
    "*Slide 3: InAs (0.60583 nm) on GaAs (0.56532 nm): the first, strained layer (wetting layer), islanding,\n",
    "and the capped dot with its wetting layer, substrate and capping layer.*\n",
    "\n",
    "The lecture lists what such dots carry along from their growth: rough and asymmetric interfaces, strain,\n",
    "and stress-induced (piezoelectric) polarization. The atom positions determine the electronic structure.\n",
    "\n",
    "For a film that is thin compared with the substrate, the in-plane strain against the film's own lattice is\n",
    "$\\varepsilon_\\parallel = a_\\mathrm{GaAs}/a_\\mathrm{InAs} - 1$. With no stress along the growth\n",
    "direction $z$, $\\sigma_{zz} = C_{11}\\varepsilon_\\perp + 2C_{12}\\varepsilon_\\parallel = 0$ gives\n",
    "$\\varepsilon_\\perp = -2(C_{12}/C_{11})\\,\\varepsilon_\\parallel$, and the elastic energy per volume is\n",
    "\n",
    "$$\n",
    "w = \\left(C_{11} + C_{12} - \\frac{2C_{12}^2}{C_{11}}\\right)\\varepsilon_\\parallel^2 ,\n",
    "$$\n",
    "\n",
    "with $C_{11}$, $C_{12}$ the elastic constants of InAs (GPa). The code evaluates these formulas and checks\n",
    "the energy density with open-nemo's finite-element elasticity solver on a 5 nm InAs film, clamped to a\n",
    "GaAs substrate and periodic in the plane."
   ],
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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "79fb02f9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:29.516397Z",
     "iopub.status.busy": "2026-10-24T22:20:29.516286Z",
     "iopub.status.idle": "2026-10-24T22:20:29.521753Z",
     "shell.execute_reply": "2026-10-24T22:20:29.521401Z"
    }
   },
   "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": "36aeb53a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:29.522900Z",
     "iopub.status.busy": "2026-10-24T22:20:29.522833Z",
     "iopub.status.idle": "2026-10-24T22:20:29.531173Z",
     "shell.execute_reply": "2026-10-24T22:20:29.530763Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pseudomorphic InAs on GaAs: eps_par = -6.69 %, eps_perp = +7.27 %, a_perp = 0.6499 nm\n",
      "elastic energy: 2.214 eV/nm^3 = 115 meV per InAs pair, 0.72 eV per nm^2 for each added monolayer\n",
      "finite elements: eps_par = -6.69 %, eps_perp = +7.27 %; energy 2.543 eV/nm^3 of film\n",
      "the formula with the strain measured from the GaAs lattice (eps_par = -7.16 %): 2.543 eV/nm^3\n"
     ]
    }
   ],
   "source": [
    "eps_par = GaAs.lattice_constant / InAs.lattice_constant - 1\n",
    "eps_perp = -2 * InAs.c12 / InAs.c11 * eps_par\n",
    "w = (InAs.c11 + InAs.c12 - 2 * InAs.c12**2 / InAs.c11) * eps_par**2 * el.GPA_NM3_TO_EV   # eV / nm^3\n",
    "a_perp = InAs.lattice_constant * (1 + eps_perp)\n",
    "v_pair = GaAs.lattice_constant**2 * a_perp / 4                                       # nm^3 per InAs pair\n",
    "print(f\"pseudomorphic InAs on GaAs: eps_par = {100 * eps_par:.2f} %, eps_perp = {100 * eps_perp:+.2f} %, \"\n",
    "      f\"a_perp = {a_perp:.4f} nm\")\n",
    "print(f\"elastic energy: {w:.3f} eV/nm^3 = {1e3 * w * v_pair:.0f} meV per InAs pair, \"\n",
    "      f\"{w * a_perp / 2:.2f} eV per nm^2 for each added monolayer\")\n",
    "\n",
    "# the same film with finite elements: GaAs substrate (z < 5 nm, bottom clamped) and 5 nm of InAs\n",
    "film = el.Elasticity.from_regions(\n",
    "    Grid(np.linspace(0, 1, 3), np.linspace(0, 1, 3), np.linspace(0, 10, 41)),\n",
    "    [(None, stiffness(GaAs), 0.0), (Box((-1, -1, 5), (2, 2, 11)), stiffness(InAs), misfit(InAs))],\n",
    "    periodic=(True, True, False))\n",
    "film.fix(np.isclose(film.grid.nodes[:, 2], 0.0))\n",
    "film_result = film.solve()\n",
    "eps_film = film_result.local_strain_in(\"biot\")[-1]                  # a cell of the film, against InAs\n",
    "w_gaas = (InAs.c11 + InAs.c12 - 2 * InAs.c12**2 / InAs.c11) * misfit(InAs) ** 2 * el.GPA_NM3_TO_EV\n",
    "print(f\"finite elements: eps_par = {100 * eps_film[0, 0]:.2f} %, eps_perp = {100 * eps_film[2, 2]:+.2f} %; \"\n",
    "      f\"energy {film_result.energy / 5.0:.3f} eV/nm^3 of film\")\n",
    "print(f\"the formula with the strain measured from the GaAs lattice (eps_par = -{100 * misfit(InAs):.2f} %): \"\n",
    "      f\"{w_gaas:.3f} eV/nm^3\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e15055da",
   "metadata": {},
   "source": [
    "The solver reproduces the strains of the formula. Its energy is 15 % higher, and the last line shows\n",
    "why: the solver is linear elasticity about the GaAs lattice, in which the film is squeezed by the full\n",
    "misfit of 7.16 %, while the formula above measured the squeeze from the InAs lattice (6.69 %). At strains\n",
    "of 7 % linear elasticity is not unique to better than this. Either way, each InAs pair in the film stores\n",
    "more than 0.1 eV of elastic energy, and every added monolayer adds the same amount again: the energy grows linearly with\n",
    "the thickness, while the energy an island gains by relaxing at its free surfaces does not. That is why the\n",
    "film breaks up into dots after a monolayer or two, and why these dots, once capped, sit in a crystal that\n",
    "is strained around them over long distances, the subject of this section.\n",
    "\n",
    "## 2. Strain effects are very critical: a small InAs pyramid\n",
    "\n",
    "The lecture illustrates the size of the effect with a small toy dot: an InAs pyramid of 7 nm × 7 nm base\n",
    "and 3 nm height embedded in GaAs. Mechanically, the atoms move to minimize the elastic energy of a valence\n",
    "force field (Keating's model: bond-stretching and bond-bending springs), so bond lengths and bond angles\n",
    "change. Electronically, the overlap of the orbitals on neighbouring atoms changes with the bond vector\n",
    "$\\mathbf R_{ij}$, and with it the band gaps and the effective masses. An atomistic tight-binding model\n",
    "captures this directly.\n",
    "\n",
    "![Slide 5: atomistic relaxation and the strain shift of a pyramidal InAs dot](attachment:slide_005_crop.png)\n",
    "*Slide 5: a cut through the relaxed pyramid (Ga red, In yellow, As grey), the bond length along a line\n",
    "through it, and the energies of the unstrained and strained dot: local gap 0.42 → 0.80 eV, electron–hole\n",
    "energy 1.02 → 1.33 eV.*\n",
    "\n",
    "The structure below is the lecture's toy: the pyramid (base 7 nm, height 3 nm, no wetting layer) in a\n",
    "periodic GaAs box of 20 × 20 × 16 conventional cells (11.3 × 11.3 × 9.0 nm³) held at the GaAs lattice\n",
    "constant, relaxed with Keating's force field (Martin's parameters) by the FIRE minimizer."
   ],
   "attachments": {
    "slide_005_crop.png": {
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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "afe4cdcb",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:29.532138Z",
     "iopub.status.busy": "2026-10-24T22:20:29.532073Z",
     "iopub.status.idle": "2026-10-24T22:20:30.195691Z",
     "shell.execute_reply": "2026-10-24T22:20:30.195241Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "51200 atoms (1082 In); relaxed in 242 FIRE steps, 0.7 s (max force 7.5e-05 eV/nm)\n"
     ]
    }
   ],
   "source": [
    "tb_set = nemo.structures.materials.load(\"klimeck2002_sp3d5s\")       # NEMO 3-D's sp3d5s* parameters\n",
    "G_tb, I_tb = tb_set[\"GaAs\"], tb_set[\"InAs\"]\n",
    "lat = nemo.structures.lattice.from_material(G_tb)\n",
    "a = G_tb.lattice_constant\n",
    "NX, NZ = 20, 16\n",
    "cell, basis, sub = lat.conventional, lat.conventional_basis, lat.conventional_sublattice\n",
    "grid_idx = np.stack(np.meshgrid(np.arange(NX), np.arange(NX), np.arange(NZ), indexing=\"ij\"), -1)\n",
    "grid_idx = grid_idx.reshape(-1, 3)\n",
    "pos = ((grid_idx @ cell)[:, None, :] + basis[None]).reshape(-1, 3)\n",
    "sublattice = np.tile(sub, len(grid_idx))\n",
    "species = np.array([lat.species[i] for i in sublattice], dtype=object)\n",
    "L, LZ, Z0 = NX * a, NZ * a, 6 * a                                      # box (nm), pyramid base height\n",
    "pyramid = Pyramid((L / 2 - 3.5, L / 2 - 3.5, Z0), (7.0, 7.0), 3.0)\n",
    "species[(species == \"Ga\") & pyramid.contains(pos)] = \"In\"\n",
    "crystal = Structure(pos, list(species), np.diag([L, L, LZ]), sublattice, lat)\n",
    "\n",
    "t0 = time.time()\n",
    "relaxed = M.relax(M.Keating(crystal), tol=1e-4, method=\"fire\")\n",
    "t_relax = time.time() - t0\n",
    "x = relaxed[\"positions\"]\n",
    "print(f\"{crystal.num_atoms} atoms ({np.sum(species == 'In')} In); relaxed in {relaxed['iterations']} FIRE \"\n",
    "      f\"steps, {t_relax:.1f} s (max force {relaxed['max_force']:.1e} eV/nm)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2923c8d8",
   "metadata": {},
   "source": [
    "Two views of the relaxed crystal follow, both on the line of cations along $x$ through the pyramid's\n",
    "axis, 1 nm above its base:\n",
    "\n",
    "- the mean length of each cation's four bonds (the quantity of the slide's bond-length plot);\n",
    "- the \"classical\" local band edges: for each cation, open-nemo builds a bulk crystal from its four\n",
    "  actual bonds, repeated periodically, and diagonalizes NEMO 3-D's strained $sp^3d^5s^*$ tight-binding\n",
    "  Hamiltonian at $\\Gamma$ (Klimeck et al., CMES 2002). Lecture 24.2 uses the same construction.\n",
    "\n",
    "The dashed lines are the band edges of unstrained bulk InAs and GaAs from the same parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "11d02371",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:30.196826Z",
     "iopub.status.busy": "2026-10-24T22:20:30.196748Z",
     "iopub.status.idle": "2026-10-24T22:20:30.586350Z",
     "shell.execute_reply": "2026-10-24T22:20:30.585915Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "unstrained bulk gaps: GaAs 1.424 eV, InAs 0.370 eV\n",
      "mean bond length on the line: GaAs at its end 0.2447 nm, inside the dot 0.2547 nm (unstrained InAs 0.2623 nm)\n",
      "strained local gap in the dot: 0.656 to 0.917 eV, mean 0.839 eV (0.3 s for 18 cations)\n"
     ]
    }
   ],
   "source": [
    "from scipy.spatial import cKDTree\n",
    "\n",
    "box = np.array([L, L, LZ])\n",
    "cations = np.flatnonzero(species != \"As\")\n",
    "anions = np.flatnonzero(species == \"As\")\n",
    "wrap = lambda p: np.mod(np.mod(p, box), box)                         # into [0, box)\n",
    "dist, _ = cKDTree(wrap(x[anions]), boxsize=box).query(wrap(x[cations]), k=4)\n",
    "bond = np.full(len(species), np.nan)\n",
    "bond[cations] = dist.mean(axis=1)                                    # nm, mean of each cation's four bonds\n",
    "\n",
    "zc, yc = x[cations, 2], x[cations, 1]\n",
    "z_line = zc[np.argmin(np.abs(zc - (Z0 + 1.0)))]\n",
    "y_line = yc[np.argmin(np.abs(yc - L / 2))]\n",
    "on_line = (np.abs(zc - z_line) < 0.02) & (np.abs(yc - y_line) < 0.02)\n",
    "line = cations[on_line][np.argsort(x[cations[on_line], 0])]\n",
    "x_line = x[line, 0] - L / 2\n",
    "in_dot = species[line] == \"In\"\n",
    "\n",
    "both = nemo.structures.materials.alloy(G_tb, I_tb)\n",
    "t0 = time.time()\n",
    "tb_edges = local_band_edges(both, crystal, positions=x, atoms=line)\n",
    "t_edges = time.time() - t0\n",
    "bulk = {}\n",
    "for name, mat in ((\"GaAs\", G_tb), (\"InAs\", I_tb)):\n",
    "    lat_m = nemo.structures.lattice.from_material(mat)\n",
    "    g1 = np.stack(np.meshgrid(*(np.arange(2),) * 3, indexing=\"ij\"), -1).reshape(-1, 3)\n",
    "    p1 = ((g1 @ lat_m.conventional)[:, None, :] + lat_m.conventional_basis[None]).reshape(-1, 3)\n",
    "    s1 = np.tile(lat_m.conventional_sublattice, len(g1))\n",
    "    sp1 = [lat_m.species[i] for i in s1]\n",
    "    bulk_s = Structure(p1, sp1, 2 * lat_m.conventional, s1, lat_m)\n",
    "    e = local_band_edges(both, bulk_s, atoms=[sp1.index(name[:2])])          # one cation\n",
    "    bulk[name] = (e[\"conduction\"][0], e[\"heavy_hole\"][0])\n",
    "gap = tb_edges[\"conduction\"] - np.maximum(tb_edges[\"heavy_hole\"], tb_edges[\"light_hole\"])\n",
    "print(f\"unstrained bulk gaps: GaAs {bulk['GaAs'][0] - bulk['GaAs'][1]:.3f} eV, \"\n",
    "      f\"InAs {bulk['InAs'][0] - bulk['InAs'][1]:.3f} eV\")\n",
    "print(f\"mean bond length on the line: GaAs at its end {bond[line][0]:.4f} nm, inside the dot \"\n",
    "      f\"{bond[line][in_dot].mean():.4f} nm (unstrained InAs {np.sqrt(3) / 4 * I_tb.lattice_constant:.4f} nm)\")\n",
    "print(f\"strained local gap in the dot: {gap[in_dot].min():.3f} to {gap[in_dot].max():.3f} eV, \"\n",
    "      f\"mean {gap[in_dot].mean():.3f} eV ({t_edges:.1f} s for {len(line)} cations)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "66bcdc5e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:30.587505Z",
     "iopub.status.busy": "2026-10-24T22:20:30.587433Z",
     "iopub.status.idle": "2026-10-24T22:20:30.803722Z",
     "shell.execute_reply": "2026-10-24T22:20:30.803297Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1210x418 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(11, 3.8))\n",
    "ax1.plot(x_line, bond[line], marker=\"o\", ms=3, **style.series())\n",
    "ax1.axhline(np.sqrt(3) / 4 * G_tb.lattice_constant, **style.series(\"context\", label=\"bulk GaAs\"))\n",
    "ax1.axhline(np.sqrt(3) / 4 * I_tb.lattice_constant, **style.series(\"context\", ls=\"--\", label=\"bulk InAs\"))\n",
    "ax1.set(xlabel=\"x (nm), through the pyramid axis\", ylabel=\"mean bond length (nm)\",\n",
    "        title=\"bond length 1 nm above the base\")\n",
    "ax1.legend(frameon=False, fontsize=8)\n",
    "labels = ((\"conduction\", \"$E_c$\"), (\"heavy_hole\", \"$E_{HH}$\"), (\"light_hole\", \"$E_{LH}$\"))\n",
    "for i, (key, lab) in enumerate(labels):\n",
    "    ax2.plot(x_line, tb_edges[key], \"o-\", ms=3, color=style.sweep(3)[i], label=lab)\n",
    "for name, ls in ((\"GaAs\", \":\"), (\"InAs\", \"--\")):\n",
    "    for e in bulk[name]:\n",
    "        ax2.axhline(e, **style.series(\"context\", ls=ls))\n",
    "ax2.set(xlabel=\"x (nm), through the pyramid axis\", ylabel=\"local band edge (eV)\",\n",
    "        title=\"local band edges (strained sp3d5s*)\")\n",
    "ax2.legend(frameon=False, fontsize=8, ncol=3)\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99c0b307",
   "metadata": {},
   "source": [
    "Inside the pyramid the bonds are 0.255 nm long, between the GaAs (0.245 nm) and the bulk InAs\n",
    "(0.262 nm) values: the InAs is squeezed by the surrounding GaAs, and the GaAs next to it is stretched.\n",
    "The local band gap of the squeezed InAs is more than twice its bulk value (0.37 eV in this parameter set,\n",
    "0.42 eV on the slide): 0.84 eV on average, 0.80 eV on the slide. It is also *not* a flat profile: the gap\n",
    "varies by 0.26 eV across the dot, and the band edges are shaped by the strain field, with heavy and light\n",
    "holes split differently at the centre and at the edges.\n",
    "\n",
    "How much does this matter for what is measured, the electron–hole transition energy? Answering that\n",
    "needs the confined states. The tight-binding states of this crystal are a sparse eigenproblem of half a\n",
    "million orbitals; we take the continuum route instead, the one the rest of the section uses to reach\n",
    "much larger domains:\n",
    "\n",
    "1. **strain** from finite-element elasticity (`el.Elasticity`): each material is stress-free at its own\n",
    "   lattice constant (its *eigenstrain* against the GaAs reference lattice), with cubic elastic constants;\n",
    "2. **local band edges** from the strain at each point: the zone-centre eigenvalues of the 8-band k·p\n",
    "   Hamiltonian with its Bir–Pikus deformation potentials (`kp.bulk_hamiltonian(..., strain=)`), the\n",
    "   continuum analogue of the tight-binding local band edges above;\n",
    "3. **confined levels**: here, for a dot this small, the full 8-band k·p Hamiltonian on a 0.5 nm grid\n",
    "   (`kp_grid.KPGrid` with the strain field, `kp_states.electrons` / `holes`); in Lectures 24.2–24.4, a\n",
    "   single-band effective-mass Hamiltonian on the local band edges, cheap enough for 100 nm domains.\n",
    "\n",
    "Its parameters (Vurgaftman et al. 2001, 300 K) give InAs a gap of 0.354 eV, so absolute energies differ\n",
    "from the lecture's tight binding by tens of meV; the strain effects are what we compare. The function\n",
    "below computes the local band edges; the check compares it with a direct diagonalization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "51699589",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:30.804793Z",
     "iopub.status.busy": "2026-10-24T22:20:30.804709Z",
     "iopub.status.idle": "2026-10-24T22:20:30.809857Z",
     "shell.execute_reply": "2026-10-24T22:20:30.809440Z"
    }
   },
   "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": 8,
   "id": "a526133a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:30.810814Z",
     "iopub.status.busy": "2026-10-24T22:20:30.810750Z",
     "iopub.status.idle": "2026-10-24T22:20:39.127024Z",
     "shell.execute_reply": "2026-10-24T22:20:39.126574Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "unstrained: local gap 1 nm above the base 0.354 eV; e1 = 1.220 eV, h1 = +0.058 eV, E_eh = e1 - h1 = 1.162 eV\n",
      "strained  : local gap 1 nm above the base 0.879 eV; e1 = 1.485 eV, h1 = +0.095 eV, E_eh = e1 - h1 = 1.391 eV\n",
      "strain raises the transition energy by 229 meV, 20 % (5600 grid points x 8 bands; finite elements 0.2 s, levels 8.1 s)\n"
     ]
    }
   ],
   "source": [
    "# the same pyramid in the same periodic GaAs box, by finite elements\n",
    "t0 = time.time()\n",
    "nx, nz = 36, 29                                                      # about 0.31 nm per cell\n",
    "toy = el.Elasticity.from_regions(\n",
    "    Grid(np.linspace(0, L, nx + 1), np.linspace(0, L, nx + 1), np.linspace(0, LZ, nz + 1)),\n",
    "    [(None, stiffness(GaAs), 0.0), (pyramid, stiffness(InAs), misfit(InAs))], periodic=(True, True, True))\n",
    "toy_strain = toy.solve()\n",
    "t_fem = time.time() - t0\n",
    "\n",
    "# 8-band k·p levels on a 10.5 x 10.5 x 7.5 nm crop around the dot (hard walls), without and with\n",
    "# strain; the 0.5 nm grid is placed so that no point lies on a face of the pyramid\n",
    "t0 = time.time()\n",
    "crop = np.array([10.5, 10.5, 7.5])\n",
    "origin = np.array([L / 2 - 5.25, L / 2 - 5.25, Z0 - 2.75])\n",
    "in_pyramid = lambda p: region_at(toy_strain, p + origin) > 0          # the cells' material\n",
    "probe = kg.KPGrid.from_shapes(crop, 0.5, [GaAs, InAs], [(in_pyramid, 1)])\n",
    "toy_levels = {}\n",
    "for label, eps in ((\"unstrained\", None), (\"strained\", toy_strain.local_strain_at(probe.positions + origin))):\n",
    "    g = kg.KPGrid.from_shapes(crop, 0.5, [GaAs, InAs], [(in_pyramid, 1)], strain=eps)\n",
    "    toy_levels[label] = (kps.electrons(g, 1).energies[0] - E0, kps.holes(g, 1).energies[-1] - E0)\n",
    "t_levels = time.time() - t0\n",
    "centre = np.array([[L / 2, L / 2, Z0 + 1.0]])\n",
    "for label, (e1, h1) in toy_levels.items():\n",
    "    eps_c = np.zeros((1, 3, 3)) if label == \"unstrained\" else toy_strain.local_strain_at(centre)\n",
    "    ec, hh, lh = local_edges(InAs, eps_c)\n",
    "    print(f\"{label:10s}: local gap 1 nm above the base {ec[0] - max(hh[0], lh[0]):.3f} eV; e1 = {e1:.3f} eV, \"\n",
    "          f\"h1 = {h1:+.3f} eV, E_eh = e1 - h1 = {e1 - h1:.3f} eV\")\n",
    "e_eh = {k: v[0] - v[1] for k, v in toy_levels.items()}\n",
    "print(f\"strain raises the transition energy by {1e3 * (e_eh['strained'] - e_eh['unstrained']):.0f} meV, \"\n",
    "      f\"{100 * (e_eh['strained'] / e_eh['unstrained'] - 1):.0f} % ({probe.num_points} grid points x 8 bands; \"\n",
    "      f\"finite elements {t_fem:.1f} s, levels {t_levels:.1f} s)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a7079563",
   "metadata": {},
   "source": [
    "The continuum model tells the same story as the slide, a little more weakly. Without strain the 8-band\n",
    "model puts the electron–hole energy at 1.16 eV (1.02 eV on the slide); with strain the local gap at the\n",
    "dot's centre more than doubles, the electron is pushed up, and the transition energy rises by about\n",
    "230 meV, 20 % (310 meV, 30 % on the slide with tight binding). The single-band models of the next\n",
    "lectures would be cruder still for a dot this small, whose electron sits a few hundred meV above the\n",
    "InAs band edge where the conduction band is far from parabolic. The conclusion is the lecture's: a model\n",
    "without strain is not a little off; it is wrong by a couple of hundred meV.\n",
    "\n",
    "The lecture's second point is the other half of the title: these strain fields are *very far reaching*.\n",
    "That is what makes the dots hard to simulate.\n",
    "\n",
    "## 3. The computational flow of NEMO 3-D\n",
    "\n",
    "![Slide 6: the computational flow of NEMO 3-D](attachment:slide_006_crop.png)\n",
    "*Slide 6: NEMO 3-D's multi-scale flow: geometry, atomistic relaxation (valence force field, 10–50 million\n",
    "atoms), Hamiltonian construction (empirical $sp^3d^5s^*$ tight binding with spin–orbit, 0.5–10 million\n",
    "atoms), single-particle states, then many-body interactions for a few states.*\n",
    "\n",
    "The flow has three levels. Atom positions are found for tens of millions of atoms by minimizing a\n",
    "valence force field; the strain field and its piezoelectric potential follow from them. The valence\n",
    "electrons are then described by an empirical tight-binding Hamiltonian on 0.5–10 million atoms, which\n",
    "gives the single-particle states and their optical properties (electric and magnetic fields enter the\n",
    "Hamiltonian). Finally, a few of those states are used for many-body calculations: self-consistent\n",
    "Poisson plus local-density approximation, or configuration interaction with Slater determinants.\n",
    "\n",
    "Each step has its open-nemo counterpart, and §2 has just run the first ones:\n",
    "\n",
    "| NEMO 3-D step | open-nemo | in §2 |\n",
    "|---|---|---|\n",
    "| geometry construction | `Structure`, `structures.shapes` | 51,200 atoms, pyramid |\n",
    "| atomistic relaxation (VFF) | `mechanics.Keating`, `mechanics.relax` | FIRE relaxation |\n",
    "| strain | `mechanics.atomic_strain`; continuum `solvers.elasticity` | bonds, finite elements |\n",
    "| Hamiltonian construction | `models.tb.SlaterKoster(..., strain=\"bond_length\")` | local band edges |\n",
    "| single-particle states | `nemo.eigenstates` | effective-mass levels |\n",
    "| piezoelectric potential | `simulations.piezoelectric` | (not here) |\n",
    "| many-body interactions | `simulations.configuration_interaction` | (not here) |"
   ],
   "attachments": {
    "slide_006_crop.png": {
     "image/png": 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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "06f45286",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:39.128295Z",
     "iopub.status.busy": "2026-10-24T22:20:39.128204Z",
     "iopub.status.idle": "2026-10-24T22:20:39.130284Z",
     "shell.execute_reply": "2026-10-24T22:20:39.129900Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "atomistic relaxation, 51,200 atoms               0.7 s\n",
      "tight-binding local band edges, 18 cations       0.3 s\n",
      "finite-element strain, 37584 cells               0.2 s\n",
      "8-band k·p levels, unstrained and strained       8.1 s\n"
     ]
    }
   ],
   "source": [
    "for step, sec in ((\"atomistic relaxation, 51,200 atoms\", t_relax),\n",
    "                  (f\"tight-binding local band edges, {len(line)} cations\", t_edges),\n",
    "                  (f\"finite-element strain, {toy.num_cells} cells\", t_fem),\n",
    "                  (\"8-band k·p levels, unstrained and strained\", t_levels)):\n",
    "    print(f\"{step:45s} {sec:6.1f} s\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d1ee38a",
   "metadata": {},
   "source": [
    "At this size every step takes seconds. The atomistic electronic-structure step is the expensive one: it\n",
    "grows with the number of atoms in the electronic domain, and for the realistic dots of the next lectures\n",
    "that domain holds millions of atoms.\n",
    "\n",
    "## 4. How many atoms is enough?\n",
    "\n",
    "The numerical experiment of this section is built on a larger dot: a dome of 30 nm diameter and 5 nm\n",
    "height, embedded in GaAs. Its physical structure is an ordered crystal; relaxing the strain moves the atoms\n",
    "slightly; the electronic structure is then computed for the atoms held fixed, giving eigenenergies and\n",
    "eigenstates; classical local band-edge diagrams help to interpret them. The lecture asks four questions:\n",
    "\n",
    "- How many atoms are needed before the **strain** converges?\n",
    "- How far does the **strain** reach?\n",
    "- How many atoms are needed before the **eigenenergies** converge?\n",
    "- How far does the electronic **wavefunction** reach?\n",
    "\n",
    "A GaAs crystal holds 8 atoms per cubic cell of side $a = 0.56532$ nm, 44.2 atoms per nm³. A box that\n",
    "extends a buffer $b$ beyond the dot in every direction, $(30 + 2b)^2 (5 + 2b)$ nm³, holds:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "bd5acb77",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:39.131184Z",
     "iopub.status.busy": "2026-10-24T22:20:39.131119Z",
     "iopub.status.idle": "2026-10-24T22:20:39.219382Z",
     "shell.execute_reply": "2026-10-24T22:20:39.218971Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "buffer  4 nm: box 38 x 38 x 13 nm^3,   0.83 million atoms\n",
      "buffer 12 nm: box 54 x 54 x 29 nm^3,   3.74 million atoms\n",
      "buffer 20 nm: box 70 x 70 x 45 nm^3,   9.76 million atoms\n",
      "buffer 24 nm: box 78 x 78 x 53 nm^3,  14.28 million atoms\n",
      "buffer 40 nm: box 110 x 110 x 85 nm^3,  45.54 million atoms\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 715x396 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a_gaas = 0.56532                                                    # nm, the value on the slides\n",
    "density = 8 / a_gaas**3                                             # atoms per nm^3\n",
    "buffers = np.arange(0, 41)\n",
    "atoms = density * (30 + 2 * buffers) ** 2 * (5 + 2 * buffers)\n",
    "for b in (4, 12, 20, 24, 40):\n",
    "    n_b = density * (30 + 2 * b) ** 2 * (5 + 2 * b) / 1e6\n",
    "    print(f\"buffer {b:2d} nm: box {30 + 2 * b} x {30 + 2 * b} x {5 + 2 * b} nm^3, {n_b:6.2f} million atoms\")\n",
    "fig, ax = plt.subplots(figsize=(6.5, 3.6))\n",
    "ax.semilogy(buffers, atoms / 1e6, **style.series())\n",
    "marks = ((4, \"electronic domain (24.3)\"), (20, \"year-2000 electronic limit\"), (24, \"strain domain (24.3)\"))\n",
    "for b, lab in marks:\n",
    "    n = density * (30 + 2 * b) ** 2 * (5 + 2 * b) / 1e6\n",
    "    ax.plot(b, n, \"o\", color=style.OPEN_NEMO)\n",
    "    ax.annotate(f\"{n:.2f} M: {lab}\", (b, n), xytext=(5, -12), textcoords=\"offset points\", fontsize=8)\n",
    "ax.set(xlabel=\"GaAs buffer around the dot, b (nm)\", ylabel=\"atoms (millions)\",\n",
    "       title=\"atoms in a box around a 30 nm x 5 nm dot\")\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5ccb5ce",
   "metadata": {},
   "source": [
    "The count grows with the cube of the buffer: 0.83 million atoms for a 4 nm buffer, 9.76 million for the\n",
    "20 nm buffer that was the limit of electronic-structure calculations in 2000, 14.3 million for 24 nm. The\n",
    "experiment of Lectures 24.2 and 24.3 lives between these numbers.\n",
    "\n",
    "A first look at why the buffer has to be large: the strain field of this dot (pure InAs, free outer\n",
    "surfaces as in the lecture's first experiment, 20 nm of GaAs around it), from the finite-element solver,\n",
    "along the vertical axis through the dot and along a lateral line at half its height."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6dec762d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:20:39.220455Z",
     "iopub.status.busy": "2026-10-24T22:20:39.220382Z",
     "iopub.status.idle": "2026-10-24T22:20:40.136101Z",
     "shell.execute_reply": "2026-10-24T22:20:40.135681Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "53 x 53 x 39 nodes, 0.8 s\n",
      "vertical (above the apex)  : |eps| = 2.53 % at the surface, 1.216 % at 10 nm, 0.604 % at 19 nm\n",
      "vertical (below the base)  : |eps| = 2.15 % at the surface, 1.236 % at 10 nm, 0.754 % at 19 nm\n",
      "lateral (at half height)   : |eps| = 6.31 % at the surface, 0.400 % at 10 nm, 0.076 % at 19 nm\n",
      "notebook run time: 11 s\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 715x418 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def graded(lo, hi, core_lo, core_hi, h, h_max=2.0, growth=1.25):\n",
    "    \"\"\"Nodes from lo to hi: spacing h on the core, growing by `growth` per cell outside it.\"\"\"\n",
    "    out = list(np.arange(core_lo, core_hi + 1e-9, h))\n",
    "    for end, sign in ((hi, 1), (lo, -1)):\n",
    "        s, xx = h, out[-1] if sign > 0 else out[0]\n",
    "        while True:\n",
    "            s = min(s * growth, h_max)\n",
    "            xx += sign * s\n",
    "            if (xx >= end - 0.3 * s) if sign > 0 else (xx <= end + 0.3 * s):\n",
    "                break\n",
    "            out = out + [xx] if sign > 0 else [xx] + out\n",
    "        out = out + [end] if sign > 0 else [end] + out\n",
    "    return np.array(out)\n",
    "\n",
    "\n",
    "R, H, B = 15.0, 5.0, 20.0\n",
    "dome = Dome((0, 0, 0), (R, R, H))\n",
    "xa, za = graded(-R - B, R + B, -R - 1, R + 1, 1.0), graded(-B, H + B, -1, H + 1, 0.5)\n",
    "t0 = time.time()\n",
    "big = el.Elasticity.from_regions(Grid(xa, xa, za), [(None, stiffness(GaAs), 0.0),\n",
    "                                                     (dome, stiffness(InAs), misfit(InAs))]).solve()\n",
    "print(f\"{len(xa)} x {len(xa)} x {len(za)} nodes, {time.time() - t0:.1f} s\")\n",
    "s_up = np.linspace(0.05, B - 0.05, 200)                             # distance from the dot's surface\n",
    "cuts = {\"vertical (above the apex)\": np.c_[0 * s_up, 0 * s_up, H + s_up],\n",
    "        \"vertical (below the base)\": np.c_[0 * s_up, 0 * s_up, -s_up],\n",
    "        \"lateral (at half height)\": np.c_[R * np.sqrt(1 - 0.25) + s_up, 0 * s_up, H / 2 + 0 * s_up]}\n",
    "fig, ax = plt.subplots(figsize=(6.5, 3.8))\n",
    "for (lab, pts), col in zip(cuts.items(), style.sweep(3)):\n",
    "    e = big.local_strain_at(pts)\n",
    "    mag = np.sqrt(np.einsum(\"nij,nij->n\", e, e))                      # |eps|, Frobenius norm\n",
    "    ax.semilogy(s_up, mag, color=col, label=lab)\n",
    "    print(f\"{lab:27s}: |eps| = {100 * mag[0]:.2f} % at the surface, {100 * np.interp(10, s_up, mag):.3f} % \"\n",
    "          f\"at 10 nm, {100 * np.interp(19, s_up, mag):.3f} % at 19 nm\")\n",
    "ax.set(xlabel=\"distance from the dot's surface (nm)\", ylabel=\"|ε| in the GaAs\",\n",
    "       title=\"strain around a 30 nm InAs dome\")\n",
    "ax.legend(frameon=False, fontsize=8)\n",
    "fig.tight_layout()\n",
    "print(f\"notebook run time: {time.time() - T_START:.0f} s\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "127105e8",
   "metadata": {},
   "source": [
    "The strain in the GaAs is 2–6 % at the dot's surface (the steps are the finite-element cells, constant\n",
    "strain each, which grow away from the dot). Ten nanometres away it is still 0.4 % at the side of the dot\n",
    "and 1.2 % above and below it; at the outer surface of the box, 20 nm from the dot, it has fallen below\n",
    "0.1 % laterally but not below 0.6 % vertically: the flat dot pushes the whole crystal apart along $z$.\n",
    "A strain of 0.5 % moves the GaAs conduction band by about $a_c \\operatorname{tr}\\varepsilon$, a few\n",
    "tens of meV, comparable to the energies a dot calculation must resolve. The next three lectures turn these observations into answers:\n",
    "expanding the strain domain (24.2), shrinking the electronic domain (24.3), and choosing the boundary\n",
    "conditions (24.4).\n",
    "\n",
    "## Summary\n",
    "\n",
    "- Self-assembled InAs dots form because InAs is 7.2 % larger than GaAs: a pseudomorphic InAs film stores\n",
    "  more than 0.1 eV per InAs pair, a cost that grows linearly with the film thickness until the film\n",
    "  islands.\n",
    "- A bulk band edge inside a dot is a concept, not a measurable quantity; the confined states are what\n",
    "  experiments see.\n",
    "- Strain is decisive: in a 7 nm InAs pyramid it more than doubles the local gap (0.37 → 0.84 eV in\n",
    "  tight binding) and raises the electron–hole energy by about 230 meV in 8-band k·p (310 meV on the slide).\n",
    "- NEMO 3-D's flow (geometry, VFF relaxation, tight binding, states, many-body) maps one-to-one onto\n",
    "  open-nemo functions.\n",
    "- A 30 nm dot with a 20 nm buffer means about 10 million atoms; the strain around it is still 0.4–1.2 %\n",
    "  10 nm away from the dot, and decays most slowly along the growth direction.\n",
    "\n",
    "## Exercises\n",
    "\n",
    "1. Make the pyramid of §2 taller (4 nm), or rerun its 8-band levels at a grid spacing of 0.4 nm. How do\n",
    "   the strained local gap and $E_{eh}$ change, and how much of the change at 0.4 nm is the grid?\n",
    "2. Repeat the film calculation of §1 for In$_{0.3}$Ga$_{0.7}$As on GaAs\n",
    "   (`kp.material(\"InGaAs\", x=0.3, temperature=300)`) and for InAs on InP (`kp.material(\"InP\")`). How much\n",
    "   less elastic energy per pair does each film store, and what does that suggest about the thickness at\n",
    "   which it islands?\n",
    "3. In §4, clamp the bottom face of the box (`fix` the nodes at $z = -20$ nm) and redraw the strain decay.\n",
    "   Which of the three cuts changes most?\n",
    "\n",
    "## Further reading\n",
    "\n",
    "- [Lecture 24.2: expanding the strain domain](24_2_expanding_the_strain_domain.ipynb),\n",
    "  [24.3: reducing the electronic domain](24_3_reducing_the_electronic_domain.ipynb),\n",
    "  [24.4: boundary conditions and dot configurations](24_4_boundary_conditions_and_dot_configurations.ipynb)\n",
    "- [Lecture 23.5: a thin layer on a substrate](../09_stress_and_strain/23_5_thin_layer_on_a_substrate.ipynb)\n",
    "  and [23.7: from strain to band edges](../09_stress_and_strain/23_7_strain_to_band_edges.ipynb)\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",
    "- [k·p dots and wires](../../book/07_quantum_dots/07_01_dot_levels_and_strain/07_01_05_kp_dots_and_wires.ipynb)\n",
    "  (finite elements against atoms, 8-band dot levels)\n",
    "- [NEMO 3-D in 2002](../../book/15_benchmarks/15_03_nemo3d/15_03_01_klimeck2002_nemo3d.ipynb) (local band edges\n",
    "  of the alloyed dome, cost of million-atom runs)\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 et al., \"Atomistic simulation of realistically sized nanodevices using NEMO 3-D\", IEEE\n",
    "  Trans. Electron Devices 54, 2079 and 2090 (2007).\n",
    "- P. N. Keating, Phys. Rev. 145, 637 (1966); I. Vurgaftman, J. R. Meyer and L. R. Ram-Mohan, J. Appl.\n",
    "  Phys. 89, 5815 (2001)."
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