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    "# Lecture 23.1: Theory of stress and strain — introduction\n",
    "\n",
    "*From* [Nanoelectronic Modeling — From Atoms to Devices](https://nanohub.org/resources/45001), *Gerhard Klimeck, Purdue University. Lecture page:* [nanoHUB resource 45346](https://nanohub.org/resources/45346) — [video](https://nanohub.org/resources/45355) · [slides](https://nanohub.org/resources/45354)\n",
    "\n",
    "**In this lecture**\n",
    "\n",
    "- Why strain matters: InAs and GaAs differ in lattice constant by about 7 %, so atoms must move when one is grown on the other, and the bands follow the atoms.\n",
    "- Stranski–Krastanov growth: a thin InAs wetting layer on GaAs, which clumps into self-assembled quantum dots once too much strain energy is stored.\n",
    "- At the nanometre scale a local 'band edge' no longer exists; what exists are confined states, easy to measure and hard to simulate.\n",
    "- The roadmap of Section 23: deformation (strain), internal forces (stress), material response (elastic constants), a thin layer on a substrate, and the band edges (deformation potentials).\n",
    "- Continuum theory against the atomistic valence force field (VFF) of NEMO 3-D: they must agree for bulk material, and differ at interfaces and on the nanometre scale.\n",
    "\n",
    "**In this notebook**\n",
    "\n",
    "You compute the lattice mismatch of common heterostructure pairs from open-nemo's parameter sets, relax a thin InAs film on a GaAs substrate atom by atom with the Keating valence force field (`opennemo.models.mechanics`), read the local strain off the relaxed atoms, convert it into local conduction and valence band edges with deformation potentials (`opennemo.models.kp`), and check that the force field reproduces the measured elastic constants of bulk GaAs and InAs, the consistency between continuum and atomistic theory that the lecture asks for."
   ]
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   "source": [
    "%matplotlib inline\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import opennemo as nemo\n",
    "from opennemo.visualization import style\n",
    "from opennemo.models import kp\n",
    "from opennemo.models import mechanics as M\n",
    "from opennemo.structures.structure import Structure\n",
    "\n",
    "style.use(notebook=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb00fbc1",
   "metadata": {},
   "source": [
    "## 1. Move the atoms, change the bands\n",
    "\n",
    "The whole section is organised around one guiding example: a thin layer of InAs (or of the alloy\n",
    "In$_x$Ga$_{1-x}$As) grown on a thick GaAs substrate. The two crystals have the same zincblende\n",
    "structure but different lattice constants, $a_\\mathrm{InAs} = 6.058$ Å and $a_\\mathrm{GaAs} = 5.653$ Å.\n",
    "Their relative difference, the *lattice mismatch*\n",
    "\n",
    "$$\n",
    "f = \\frac{a_\\mathrm{InAs} - a_\\mathrm{GaAs}}{a_\\mathrm{GaAs}} \\approx 7\\,\\%,\n",
    "$$\n",
    "\n",
    "is, in Klimeck's words, \"a very large lattice constant difference\". The substrate is so thick (a\n",
    "\"gazillion plus one\" atoms) that it does not budge. If the InAs layer is to grow on it without defects,\n",
    "its atoms have to line up with the substrate in the plane: the layer is compressed laterally and, in\n",
    "response, expands vertically. The lecturer's picture is of Lego bricks that do not quite fit, made of\n",
    "rubber, or gummy bears squeezed onto a rigid base. The key message is short: *lattice mismatch means the\n",
    "atoms must move, and the bands follow the atoms.*\n",
    "\n",
    "The lattice constants below come from the k·p parameter set of Vurgaftman, Meyer and Ram-Mohan (2001),\n",
    "which open-nemo bundles as `vurgaftman2001_kp`; Si and Ge come from the tight-binding set\n",
    "`boykin2004_sp3d5s`."
   ]
  },
  {
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   "execution_count": 2,
   "id": "255355e3",
   "metadata": {
    "execution": {
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     "shell.execute_reply": "2026-10-24T22:06:29.632686Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a(GaAs) = 5.6532 Å,  a(InAs) = 6.0583 Å\n",
      "lattice mismatch (a_InAs − a_GaAs)/a_GaAs           = +7.16 %\n",
      "in-plane strain of InAs on GaAs (a_GaAs − a_InAs)/a_InAs = -6.69 %\n"
     ]
    }
   ],
   "source": [
    "gaas, inas = kp.material(\"GaAs\"), kp.material(\"InAs\")\n",
    "a_g, a_i = gaas.lattice_constant, inas.lattice_constant           # nm, at 300 K\n",
    "print(f\"a(GaAs) = {10 * a_g:.4f} Å,  a(InAs) = {10 * a_i:.4f} Å\")\n",
    "print(f\"lattice mismatch (a_InAs − a_GaAs)/a_GaAs           = {100 * (a_i - a_g) / a_g:+.2f} %\")\n",
    "print(f\"in-plane strain of InAs on GaAs (a_GaAs − a_InAs)/a_InAs = {100 * (a_g - a_i) / a_i:+.2f} %\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0dd7fb06",
   "metadata": {},
   "source": [
    "The two numbers differ because the strain of the *layer* is measured against the layer's own lattice\n",
    "constant, $(a_\\mathrm{GaAs} - a_\\mathrm{InAs})/a_\\mathrm{InAs}$, while the mismatch is usually quoted\n",
    "against the substrate. At 7 % the difference between the two conventions is already half a per cent of\n",
    "strain; Lecture 23.5 uses the first.\n",
    "\n",
    "For comparison, the mismatch of a few other pairs used in heterostructures:"
   ]
  },
  {
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   "execution_count": 3,
   "id": "9a79153f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:06:29.634036Z",
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     "shell.execute_reply": "2026-10-24T22:06:29.717348Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AlAs on GaAs:  +0.14 %\n",
      "GaSb on InAs:  +0.62 %\n",
      " InP on GaAs:  +3.83 %\n",
      "  Ge on Si  :  +4.18 %\n",
      "InAs on GaAs:  +7.16 %\n",
      "InSb on GaAs: +14.61 %\n"
     ]
    },
    {
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",
      "text/plain": [
       "<Figure size 770x352 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tb = nemo.structures.materials.load(\"boykin2004_sp3d5s\")\n",
    "pairs = [(\"AlAs\", \"GaAs\"), (\"GaSb\", \"InAs\"), (\"InP\", \"GaAs\"),\n",
    "         (\"Ge\", \"Si\"), (\"InAs\", \"GaAs\"), (\"InSb\", \"GaAs\")]\n",
    "\n",
    "\n",
    "def lattice_constant(name):\n",
    "    return tb[name].lattice_constant if name in (\"Si\", \"Ge\") else kp.material(name).lattice_constant\n",
    "\n",
    "\n",
    "mismatch = [100 * (lattice_constant(a) / lattice_constant(b) - 1) for a, b in pairs]\n",
    "for (a, b), f in zip(pairs, mismatch):\n",
    "    print(f\"{a:>4s} on {b:<4s}: {f:+6.2f} %\")\n",
    "fig, ax = plt.subplots(figsize=(7, 3.2))\n",
    "ax.barh([f\"{a} / {b}\" for a, b in pairs], mismatch, color=style.OPEN_NEMO)\n",
    "ax.axvline(0, color=style.CONTEXT, lw=0.8)\n",
    "ax.set(xlabel=\"lattice mismatch (a_layer − a_substrate)/a_substrate (%)\",\n",
    "       title=\"Lattice mismatch of heterostructure pairs (300 K)\")\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a4369750",
   "metadata": {},
   "source": [
    "AlAs on GaAs is almost lattice matched, which is why AlGaAs/GaAs heterostructures can be grown to any\n",
    "thickness. InAs on GaAs sits at the large end; only InSb on GaAs is worse.\n",
    "\n",
    "## 2. Self-assembled quantum dots: what the strain does to a growing film\n",
    "\n",
    "![Slide 4: Stranski–Krastanov growth of InAs on GaAs](attachment:slide_004_crop.png)\n",
    "\n",
    "*Slide 4. Stranski–Krastanov growth: the first InAs layer (the wetting layer, about one monolayer)\n",
    "copies the GaAs spacing in the plane; further InAs clumps into islands, which are capped with GaAs to\n",
    "give embedded quantum dots.*\n",
    "\n",
    "What happens if one keeps depositing InAs? The strain energy stored in the compressed film grows with\n",
    "its thickness, and beyond a monolayer or two the material \"clumps up\" to relax it: it forms small\n",
    "islands. Capped with GaAs, these become quantum dots that sit on a thin wetting layer, on the substrate,\n",
    "under a capping layer. The cartoon has a dot of four atoms; real dots contain tens of thousands of\n",
    "atoms and are modelled with NEMO 3-D in later sections.\n",
    "\n",
    "Such self-assembled dots have rough, asymmetric interfaces, strain, and strain-induced (piezoelectric)\n",
    "polarization. This section covers the strain and its effect on the electronic structure; polarization\n",
    "is treated in another section.\n",
    "\n",
    "![Slide 5: atom positions determine the electronic structure](attachment:slide_005_crop.png)\n",
    "\n",
    "*Slide 5. In a thick quantum well a bulk-like band edge exists and is easily measured; at the\n",
    "nanometre scale a local band edge does not exist, only the confined 3-D quantum states, which are\n",
    "\"easy\" to measure and hard to simulate.*\n",
    "\n",
    "Klimeck adds a caveat that runs through the whole course. One is tempted to draw a conduction band\n",
    "edge through the dot, as on the slide (1.4 eV in the GaAs, lower inside). If the well were hundreds of\n",
    "nanometres thick, that local band edge would be a real, measurable quantity. At the nanometre scale it\n",
    "is not: what exists are the confined states. The band-edge pictures of this section are a continuum\n",
    "idealisation, useful to reason with, which atomistic models refine.\n",
    "\n",
    "### Atoms that move: a thin InAs film relaxed atom by atom\n",
    "\n",
    "NEMO 3-D does not compute strain with continuum theory but with an atomistic *valence force field*\n",
    "(VFF): every bond is a spring that resists stretching and bending, and the atoms move until the forces\n",
    "vanish. open-nemo has the same model, the Keating force field with Martin's (1970) constants\n",
    "(`mechanics.Keating`). Below, a GaAs substrate (four conventional cells, the bottom one held fixed) is\n",
    "covered with four monolayers of InAs (one monolayer = one cation plane plus one anion plane, $a/2$\n",
    "thick). The structure is periodic in the plane with the GaAs period, so the film must match the\n",
    "substrate laterally; its top surface is free."
   ],
   "attachments": {
    "slide_004_crop.png": {
     "image/png": 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"
    },
    "slide_005_crop.png": {
     "image/png": 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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "666298a5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:06:29.718860Z",
     "iopub.status.busy": "2026-10-24T22:06:29.718773Z",
     "iopub.status.idle": "2026-10-24T22:06:29.730733Z",
     "shell.execute_reply": "2026-10-24T22:06:29.730310Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "192 atoms (32 In), relaxed in 77 L-BFGS steps, converged: True, strain energy 3.10 eV\n"
     ]
    }
   ],
   "source": [
    "G = nemo.structures.materials.load(\"klimeck2002_sp3d5s\")[\"GaAs\"]     # zincblende lattice, a = 0.56533 nm\n",
    "lat = nemo.structures.lattice.from_material(G)\n",
    "a = G.lattice_constant\n",
    "cell, basis, sub = lat.conventional, lat.conventional_basis, lat.conventional_sublattice\n",
    "NX, N_SUB, N_ML = 2, 4, 4                       # in-plane cells, substrate cells, InAs monolayers\n",
    "z_int = N_SUB * a                               # the interface: cations at z >= z_int become In\n",
    "height = z_int + N_ML * a / 2\n",
    "g = np.stack(np.meshgrid(np.arange(NX), np.arange(NX), np.arange(int(np.ceil(height / a)) + 1),\n",
    "                         indexing=\"ij\"), -1).reshape(-1, 3)\n",
    "pos = ((g @ cell)[:, None, :] + basis[None]).reshape(-1, 3)\n",
    "sl = np.tile(sub, len(g))\n",
    "keep = pos[:, 2] < height - 1e-6\n",
    "pos, sl = pos[keep], sl[keep]\n",
    "species = [lat.species[s] for s in sl]\n",
    "species = [\"In\" if (sp == \"Ga\" and z > z_int - 1e-6) else sp for sp, z in zip(species, pos[:, 2])]\n",
    "slab = Structure(pos, species, np.array([[NX * a, 0, 0], [0, NX * a, 0]]))   # periodic in x and y only\n",
    "fixed = pos[:, 2] < a - 1e-6\n",
    "res = M.relax(M.Keating(slab), fixed=fixed, tol=1e-7)\n",
    "x = res[\"positions\"]\n",
    "print(f\"{slab.num_atoms} atoms ({species.count('In')} In), relaxed in {res['iterations']} L-BFGS steps, \"\n",
    "      f\"converged: {res['converged']}, strain energy {res['energy']:.2f} eV\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48df5bb3",
   "metadata": {},
   "source": [
    "The spacing between successive cation planes is $a/2$ in an unstrained crystal, so twice that spacing\n",
    "is the local vertical lattice constant $a_\\perp$. In the plane every layer keeps the GaAs period."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6f8eb984",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:06:29.731877Z",
     "iopub.status.busy": "2026-10-24T22:06:29.731792Z",
     "iopub.status.idle": "2026-10-24T22:06:29.804480Z",
     "shell.execute_reply": "2026-10-24T22:06:29.804115Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a⊥ in the InAs film (Å): [6.07  6.491 6.492 6.517]\n",
      "in-plane lattice constant everywhere: 5.6532 Å (the GaAs period)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 770x396 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat = np.array([sp in (\"Ga\", \"In\") for sp in species])\n",
    "z0 = np.round(pos[cat, 2], 5)\n",
    "planes = np.unique(z0)\n",
    "z_rel = np.array([x[cat][z0 == p, 2].mean() for p in planes])          # relaxed plane heights\n",
    "is_in_plane = np.array([species[np.flatnonzero(cat)[np.argmax(z0 == p)]] == \"In\" for p in planes])\n",
    "a_perp = 2 * np.diff(z_rel)\n",
    "fig, ax = plt.subplots(figsize=(7, 3.6))\n",
    "zm = 0.5 * (z_rel[1:] + z_rel[:-1])\n",
    "ax.plot(zm, 10 * a_perp, \"o-\", color=style.OPEN_NEMO, label=\"Keating VFF: 2 × cation-plane spacing\")\n",
    "ax.axhline(10 * a_g, color=style.CONTEXT, ls=\":\", label=\"a(GaAs)\")\n",
    "ax.axhline(10 * a_i, color=style.REFERENCE, ls=\"--\", label=\"a(InAs), unstrained\")\n",
    "ax.axvspan(z_int, zm.max() + 0.2, color=style.CONTEXT, alpha=0.1)\n",
    "ax.text(z_int + 0.05, 10 * a_g + 0.1, \"InAs film\", fontsize=9)\n",
    "ax.set(xlabel=\"height z (nm)\", ylabel=\"local vertical lattice constant a⊥ (Å)\",\n",
    "       title=\"The atoms move: InAs on GaAs expands vertically\")\n",
    "ax.legend(frameon=False, fontsize=8, loc=\"center left\")\n",
    "fig.tight_layout()\n",
    "print(\"a⊥ in the InAs film (Å):\", np.round(10 * a_perp[zm > z_int], 3))\n",
    "print(f\"in-plane lattice constant everywhere: {10 * a_g:.4f} Å (the GaAs period)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df48d356",
   "metadata": {},
   "source": [
    "Inside the InAs film the cell is 6.49 Å tall instead of 6.058 Å (the first value, 6.07 Å, spans the\n",
    "interface plane and the top one, 6.52 Å, the free surface): the film is squeezed by 6.7 % in the plane\n",
    "and bulges out by about 7 % along the growth direction, the biaxial strain that Lecture 23.5 derives\n",
    "from continuum theory. The substrate below stays at the GaAs lattice constant.\n",
    "\n",
    "### The bands follow the atoms\n",
    "\n",
    "From the relaxed positions, `mechanics.atomic_strain` computes the strain tensor at every atom from its\n",
    "four bonds, measured against each bond's own binary (In–As bonds against InAs, Ga–As bonds against\n",
    "GaAs). Lecture 23.7 shows how a strain tensor shifts the band edges at Γ: the conduction band by\n",
    "$a_c\\,\\mathrm{Tr}\\,\\varepsilon$ and the top of the valence band by a volume term plus a heavy/light-hole\n",
    "splitting. `kp.gamma_edge_shifts` evaluates both from the 8-band k·p deformation potentials. Adding the\n",
    "shifts to the unstrained band edges of each material (GaAs: $E_v = -0.80$ eV, InAs: $E_v = -0.59$ eV\n",
    "on the common scale of the parameter set) gives local band edges, atom by atom."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5f56fd8a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-24T22:06:29.805637Z",
     "iopub.status.busy": "2026-10-24T22:06:29.805566Z",
     "iopub.status.idle": "2026-10-24T22:06:29.884053Z",
     "shell.execute_reply": "2026-10-24T22:06:29.883736Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "mean strain in the InAs film: ε_xx = -6.69%, ε_zz = +7.21%, Tr ε = -6.16%\n",
      "InAs conduction band edge: -0.236 eV unstrained → +0.077 eV strained\n",
      "InAs top valence band:     -0.590 eV unstrained → -0.401 eV strained\n",
      "InAs gap at Γ: 0.354 eV unstrained → 0.478 eV strained; unstrained conduction band offset to GaAs 0.859 eV\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 770x440 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "loc = M.atomic_strain(slab, x, lattice_constants={(\"Ga\", \"As\"): a_g, (\"In\", \"As\"): a_i})\n",
    "ic = np.flatnonzero(cat & loc[\"valid\"])                 # cations with four bonds (not the top surface)\n",
    "mat = {\"Ga\": gaas, \"In\": inas}\n",
    "ec, ev, ec0, ev0 = (np.zeros(len(ic)) for _ in range(4))\n",
    "for sp in (\"Ga\", \"In\"):\n",
    "    j = np.array([species[i] == sp for i in ic])\n",
    "    dc, dv = kp.gamma_edge_shifts(mat[sp], loc[\"strain\"][ic[j]])\n",
    "    ec0[j], ev0[j] = mat[sp].conduction_band_edge, mat[sp].valence_band_offset\n",
    "    ec[j], ev[j] = ec0[j] + dc, ev0[j] + dv\n",
    "order = np.argsort(x[ic, 2])\n",
    "zc = x[ic, 2][order]\n",
    "fig, ax = plt.subplots(figsize=(7, 4))\n",
    "ax.plot(zc, ec0[order], \"--\", color=style.CONTEXT, label=\"unstrained edges\")\n",
    "ax.plot(zc, ev0[order], \"--\", color=style.CONTEXT)\n",
    "ax.plot(zc, ec[order], \"o-\", ms=3, color=style.OPEN_NEMO, label=\"conduction band, strained\")\n",
    "ax.plot(zc, ev[order], \"s-\", ms=3, color=style.REFERENCE, label=\"top valence band, strained\")\n",
    "ax.axvspan(z_int, zc.max() + 0.1, color=style.CONTEXT, alpha=0.1)\n",
    "ax.set(xlabel=\"height z (nm)\", ylabel=\"energy at Γ (eV)\", title=\"The bands follow the atoms\")\n",
    "ax.legend(frameon=False, fontsize=8)\n",
    "fig.tight_layout()\n",
    "film = np.array([species[i] == \"In\" for i in ic])\n",
    "eps_f = np.nanmean(loc[\"strain\"][ic[film]], axis=0)\n",
    "print(\"mean strain in the InAs film: ε_xx = {:+.2%}, ε_zz = {:+.2%}, Tr ε = {:+.2%}\".format(\n",
    "    eps_f[0, 0], eps_f[2, 2], np.trace(eps_f)))\n",
    "print(f\"InAs conduction band edge: {ec0[film].mean():+.3f} eV unstrained → \"\n",
    "      f\"{ec[film].mean():+.3f} eV strained\")\n",
    "print(f\"InAs top valence band:     {ev0[film].mean():+.3f} eV unstrained → \"\n",
    "      f\"{ev[film].mean():+.3f} eV strained\")\n",
    "print(f\"InAs gap at Γ: {ec0[film].mean() - ev0[film].mean():.3f} eV unstrained → \"\n",
    "      f\"{ec[film].mean() - ev[film].mean():.3f} eV strained; unstrained conduction band offset to GaAs \"\n",
    "      f\"{gaas.conduction_band_edge - inas.conduction_band_edge:.3f} eV\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8364733b",
   "metadata": {},
   "source": [
    "The compressed film loses 6.2 % of its volume, which pushes its conduction band up by 0.31 eV, more\n",
    "than a third of the 0.86 eV conduction band offset between unstrained InAs and GaAs; the top of the\n",
    "valence band (the heavy hole, Lecture 23.7) rises by 0.19 eV, and the gap at Γ opens from 0.354 to\n",
    "0.478 eV. Strain is therefore not a small correction in this material system; it decides where the\n",
    "confined states sit. (The plot uses bulk deformation potentials\n",
    "on a film four monolayers thick; Klimeck's warning above applies, and later sections compute the\n",
    "confined states of such structures atomistically.)\n",
    "\n",
    "## 3. The roadmap, and continuum against atomistic theory\n",
    "\n",
    "![Slide 6: the five steps of Section 23](attachment:slide_006_crop.png)\n",
    "\n",
    "*Slide 6. The roadmap: deformation (strain ε), internal forces (stress σ), material response (elastic\n",
    "constants C), a thin layer on a substrate ($\\varepsilon_\\parallel$, $\\varepsilon_\\perp$), and the\n",
    "electrons (deformation potentials).*\n",
    "\n",
    "Steps 1 to 4 are classical *continuum* theory: strain, stress and the elastic constants that link them\n",
    "are properties of matter that have been measured for a long time, and the theory does not need atoms at\n",
    "all. Step 5 is quantum mechanics of the band edges and states. NEMO 3-D computes steps 1 to 4 with the\n",
    "atomistic valence force field instead of continuum theory, and step 5 with atomistic tight binding. The\n",
    "two mechanical descriptions are not independent: in the limit of bulk material they must give the same\n",
    "result, \"if the valence force field is to represent the real material\". At the nanometre scale the\n",
    "atomistic model adds what continuum theory cannot have: interfaces, crystal symmetry, alloy disorder.\n",
    "\n",
    "That consistency can be checked directly. `mechanics.elastic_constants` strains a two-atom bulk cell,\n",
    "relaxes the internal coordinates and reads $C_{11}$, $C_{12}$ and $C_{44}$ off the strain energy; the\n",
    "measured values are those of the Vurgaftman set."
   ],
   "attachments": {
    "slide_006_crop.png": {
     "image/png": 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"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6e9a4957",
   "metadata": {
    "execution": {
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     "text": [
      "               C11 (GPa)         C12 (GPa)         C44 (GPa)       2 C12/C11\n",
      "          VFF  measured    VFF  measured    VFF  measured   VFF  meas.\n",
      "GaAs    120.4     122.1    57.0      56.6    52.0      60.0    0.95   0.93\n",
      "InAs     85.3      83.3    49.0      45.3    31.4      39.6    1.15   1.09\n"
     ]
    }
   ],
   "source": [
    "print(f\"{'':6s}{'C11 (GPa)':>18s}{'C12 (GPa)':>18s}{'C44 (GPa)':>18s}{'2 C12/C11':>16s}\")\n",
    "print(f\"{'':6s}\" + \"    VFF  measured\" * 3 + \"   VFF  meas.\")\n",
    "for name, km in ((\"GaAs\", gaas), (\"InAs\", inas)):\n",
    "    tbm = nemo.structures.materials.load(\"klimeck2002_sp3d5s\")[name]\n",
    "    prim = nemo.structures.structure.bulk(nemo.structures.lattice.from_material(tbm))\n",
    "    c = M.elastic_constants(lambda s: M.Keating(s), prim)\n",
    "    print(f\"{name:6s}{c['C11']:7.1f}{km.c11:10.1f}{c['C12']:8.1f}{km.c12:10.1f}{c['C44']:8.1f}{km.c44:10.1f}\"\n",
    "          f\"{2 * c['C12'] / c['C11']:8.2f}{2 * km.c12 / km.c11:7.2f}\")"
   ]
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   "source": [
    "Keating's two-parameter force field gets $C_{11}$ and $C_{12}$ within 8.3 % and $C_{44}$ (the shear\n",
    "constant) 13 % (GaAs) to 21 % (InAs) too low, a known limitation of the two-parameter model that richer\n",
    "force fields fix (see the force-field benchmarks under Further reading). For the biaxial strain of a\n",
    "thin layer the ratio $2C_{12}/C_{11}$ is what matters (Lecture 23.5): the VFF gives 0.95 and 1.15\n",
    "against the measured 0.93 and 1.09. Linear theory with the VFF's InAs ratio would predict\n",
    "$\\varepsilon_\\perp = 1.15 \\times 6.69\\,\\% = 7.7\\,\\%$; the relaxed film above has 7.2 %, because at\n",
    "7 % strain the Keating energy is no longer quadratic in the strain. Close to its own bulk the force field\n",
    "and continuum theory agree; at large strain the atomistic model carries the anharmonic terms that\n",
    "linear elasticity drops.\n",
    "\n",
    "## Summary\n",
    "\n",
    "- InAs and GaAs differ in lattice constant by 7.2 %; a layer of one on the other must deform, and the\n",
    "  band edges move with the atoms.\n",
    "- Too much strain energy makes an InAs film on GaAs break up into self-assembled quantum dots\n",
    "  (Stranski–Krastanov growth) after about a monolayer or two.\n",
    "- At the nanometre scale a local band edge is a continuum idealisation; the confined states are what\n",
    "  exist.\n",
    "- The section builds continuum theory in five steps: strain, stress, elastic constants, the thin layer\n",
    "  on a substrate, deformation potentials.\n",
    "- A Keating valence force field relaxes a thin InAs film on GaAs atom by atom: $a_\\perp = 6.49$ Å,\n",
    "  and the film's conduction band rises by 0.31 eV.\n",
    "- In bulk the force field must, and roughly does, reproduce the measured elastic constants.\n",
    "\n",
    "## Exercises\n",
    "\n",
    "1. Replace InAs by the alloy In$_{0.2}$Ga$_{0.8}$As in the slab (convert only one cation in five to In,\n",
    "   at random). How much smaller are $a_\\perp - a_\\mathrm{GaAs}$ and the conduction band shift?\n",
    "2. Grow the film from 2 to 8 monolayers (`N_ML`). Does $a_\\perp$ in the middle of the film change?\n",
    "   How does the strain energy per In atom change?\n",
    "3. Compute the elastic constants with another force field (`M.available_forcefields()`), for example\n",
    "   `M.EVFF` where it has GaAs parameters, and compare $C_{44}$ with the measured value.\n",
    "\n",
    "## Further reading\n",
    "\n",
    "- [Strain along different directions](../../book/03_strain/03_01_strain_types_and_directions.ipynb) and\n",
    "  [strained Si/Ge heterostructures](../../book/03_strain/03_02_strained_si_ge_heterostructure.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",
    "- [Benchmark: valence force fields, phonons and relaxation against NEMO5](../../book/15_benchmarks/15_01_nemo5/15_01_03_strain_and_phonons/15_01_03_03_phonons_and_relaxation.ipynb)\n",
    "- [InAs/GaAs dot strain against NEMO 3-D's published profiles](../../book/15_benchmarks/15_03_nemo3d/15_03_03_dot_strain_profiles.ipynb)\n",
    "- P. N. Keating, Phys. Rev. 145, 637 (1966); R. M. Martin, Phys. Rev. B 1, 4005 (1970).\n",
    "- I. Vurgaftman, J. R. Meyer and L. R. Ram-Mohan, J. Appl. Phys. 89, 5815 (2001).\n",
    "- G. Klimeck et al., \"Development of a nanoelectronic 3-D (NEMO 3-D) simulator for multimillion atom\n",
    "  simulations\", CMES 3, 601 (2002)."
   ]
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