{ "cells": [ { "cell_type": "markdown", "source": [ "# Collinear spin and magnetic systems\n", "\n", "In this example we consider iron in the BCC phase.\n", "To show that this material is ferromagnetic we will model it once\n", "allowing collinear spin polarization and once without\n", "and compare the resulting SCF energies. In particular\n", "the ground state can only be found if collinear spins are allowed.\n", "\n", "First we setup BCC iron without spin polarization\n", "using a single iron atom inside the unit cell." ], "metadata": {} }, { "outputs": [], "cell_type": "code", "source": [ "using DFTK\n", "\n", "a = 5.42352 # Bohr\n", "lattice = a / 2 * [[-1 1 1];\n", " [ 1 -1 1];\n", " [ 1 1 -1]]\n", "atoms = [ElementPsp(:Fe, psp=load_psp(\"hgh/lda/Fe-q8.hgh\"))]\n", "positions = [zeros(3)];" ], "metadata": {}, "execution_count": 1 }, { "cell_type": "markdown", "source": [ "To get the ground-state energy we use an LDA model and rather moderate\n", "discretisation parameters." ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n Energy log10(ΔE) log10(Δρ) Diag Δtime\n", "--- --------------- --------- --------- ---- ------\n", " 1 -16.65001128177 -0.48 6.5 \n", " 2 -16.65070328405 -3.16 -1.01 1.0 28.3ms\n", " 3 -16.65080817281 -3.98 -2.32 1.5 29.7ms\n", " 4 -16.65082390964 -4.80 -2.83 2.8 37.2ms\n", " 5 -16.65082459118 -6.17 -3.27 1.8 33.1ms\n", " 6 -16.65082468742 -7.02 -3.76 2.0 35.5ms\n", " 7 -16.65082469757 -7.99 -4.27 2.0 36.2ms\n" ] } ], "cell_type": "code", "source": [ "kgrid = [3, 3, 3] # k-point grid (Regular Monkhorst-Pack grid)\n", "Ecut = 15 # kinetic energy cutoff in Hartree\n", "model_nospin = model_LDA(lattice, atoms, positions, temperature=0.01)\n", "basis_nospin = PlaneWaveBasis(model_nospin; kgrid, Ecut)\n", "\n", "scfres_nospin = self_consistent_field(basis_nospin; tol=1e-4, mixing=KerkerDosMixing());" ], "metadata": {}, "execution_count": 2 }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Energy breakdown (in Ha):\n Kinetic 15.9208690\n AtomicLocal -5.0693382\n AtomicNonlocal -5.2202436\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.7793484 \n Xc -3.4467515\n Entropy -0.0182879\n\n total -16.650824697571" }, "metadata": {}, "execution_count": 3 } ], "cell_type": "code", "source": [ "scfres_nospin.energies" ], "metadata": {}, "execution_count": 3 }, { "cell_type": "markdown", "source": [ "Since we did not specify any initial magnetic moment on the iron atom,\n", "DFTK will automatically assume that a calculation with only spin-paired\n", "electrons should be performed. As a result the obtained ground state\n", "features no spin-polarization." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "Now we repeat the calculation, but give the iron atom an initial magnetic moment.\n", "For specifying the magnetic moment pass the desired excess of spin-up over spin-down\n", "electrons at each centre to the `Model` and the guess density functions.\n", "In this case we seek the state with as many spin-parallel\n", "$d$-electrons as possible. In our pseudopotential model the 8 valence\n", "electrons are 2 pair of $s$-electrons, 1 pair of $d$-electrons\n", "and 4 unpaired $d$-electrons giving a desired magnetic moment of `4` at the iron centre.\n", "The structure (i.e. pair mapping and order) of the `magnetic_moments` array needs to agree\n", "with the `atoms` array and `0` magnetic moments need to be specified as well." ], "metadata": {} }, { "outputs": [], "cell_type": "code", "source": [ "magnetic_moments = [4];" ], "metadata": {}, "execution_count": 4 }, { "cell_type": "markdown", "source": [ "!!! tip \"Units of the magnetisation and magnetic moments in DFTK\"\n", " Unlike all other quantities magnetisation and magnetic moments in DFTK\n", " are given in units of the Bohr magneton $μ_B$, which in atomic units has the\n", " value $\\frac{1}{2}$. Since $μ_B$ is (roughly) the magnetic moment of\n", " a single electron the advantage is that one can directly think of these\n", " quantities as the excess of spin-up electrons or spin-up electron density.\n", "\n", "We repeat the calculation using the same model as before. DFTK now detects\n", "the non-zero moment and switches to a collinear calculation." ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n Energy log10(ΔE) log10(Δρ) Magnet Diag Δtime\n", "--- --------------- --------- --------- ------ ---- ------\n", " 1 -16.66158659732 -0.51 2.618 4.8 \n", " 2 -16.66811330598 -2.19 -1.09 2.445 1.4 55.9ms\n", " 3 -16.66904452047 -3.03 -2.06 2.338 2.1 71.2ms\n", " 4 -16.66909995238 -4.26 -2.74 2.303 2.0 70.3ms\n", " 5 -16.66910300434 -5.52 -2.96 2.295 1.8 72.9ms\n", " 6 -16.66910414812 -5.94 -3.50 2.286 1.9 72.2ms\n", " 7 -16.66910416815 -7.70 -3.77 2.286 1.8 71.3ms\n", " 8 -16.66910417440 -8.20 -4.29 2.286 1.8 74.4ms\n" ] } ], "cell_type": "code", "source": [ "model = model_LDA(lattice, atoms, positions; magnetic_moments, temperature=0.01)\n", "basis = PlaneWaveBasis(model; Ecut, kgrid)\n", "ρ0 = guess_density(basis, magnetic_moments)\n", "scfres = self_consistent_field(basis, tol=1e-4; ρ=ρ0, mixing=KerkerDosMixing());" ], "metadata": {}, "execution_count": 5 }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Energy breakdown (in Ha):\n Kinetic 16.2946033\n AtomicLocal -5.2226744\n AtomicNonlocal -5.4099625\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.8191819 \n Xc -3.5406692\n Entropy -0.0131622\n\n total -16.669104174398" }, "metadata": {}, "execution_count": 6 } ], "cell_type": "code", "source": [ "scfres.energies" ], "metadata": {}, "execution_count": 6 }, { "cell_type": "markdown", "source": [ "!!! note \"Model and magnetic moments\"\n", " DFTK does not store the `magnetic_moments` inside the `Model`, but only uses them\n", " to determine the lattice symmetries. This step was taken to keep `Model`\n", " (which contains the physical model) independent of the details of the numerical details\n", " such as the initial guess for the spin density.\n", "\n", "In direct comparison we notice the first, spin-paired calculation to be\n", "a little higher in energy" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No magnetization: -16.650824697571483\n", "Magnetic case: -16.669104174397656\n", "Difference: -0.018279476826172925\n" ] } ], "cell_type": "code", "source": [ "println(\"No magnetization: \", scfres_nospin.energies.total)\n", "println(\"Magnetic case: \", scfres.energies.total)\n", "println(\"Difference: \", scfres.energies.total - scfres_nospin.energies.total);" ], "metadata": {}, "execution_count": 7 }, { "cell_type": "markdown", "source": [ "Notice that with the small cutoffs we use to generate the online\n", "documentation the calculation is far from converged.\n", "With more realistic parameters a larger energy difference of about\n", "0.1 Hartree is obtained." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "The spin polarization in the magnetic case is visible if we\n", "consider the occupation of the spin-up and spin-down Kohn-Sham orbitals.\n", "Especially for the $d$-orbitals these differ rather drastically.\n", "For example for the first $k$-point:" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(scfres.occupation[iup])[1:7] = [1.0, 0.9999987813407533, 0.9999987813407504, 0.9999987813407493, 0.9582132557163845, 0.9582132556470897, 1.123635889718898e-29]\n", "(scfres.occupation[idown])[1:7] = [1.0, 0.8440382948222409, 0.8440382948150447, 0.8440382948115138, 8.149118190628192e-6, 8.149118185609031e-6, 3.117087557961232e-33]\n" ] } ], "cell_type": "code", "source": [ "iup = 1\n", "idown = iup + length(scfres.basis.kpoints) ÷ 2\n", "@show scfres.occupation[iup][1:7]\n", "@show scfres.occupation[idown][1:7];" ], "metadata": {}, "execution_count": 8 }, { "cell_type": "markdown", "source": [ "Similarly the eigenvalues differ" ], "metadata": {} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(scfres.eigenvalues[iup])[1:7] = [-0.06935751479106592, 0.3568896631715404, 0.35688966319441556, 0.356889663203697, 0.4617423318860204, 0.4617423319033265, 1.159651223194642]\n", "(scfres.eigenvalues[idown])[1:7] = [-0.03126200312717536, 0.47618137011002715, 0.4761813701105738, 0.47618137011084205, 0.6102431706497956, 0.6102431706559548, 1.2415513335805042]\n" ] } ], "cell_type": "code", "source": [ "@show scfres.eigenvalues[iup][1:7]\n", "@show scfres.eigenvalues[idown][1:7];" ], "metadata": {}, "execution_count": 9 }, { "cell_type": "markdown", "source": [ "!!! note \"$k$-points in collinear calculations\"\n", " For collinear calculations the `kpoints` field of the `PlaneWaveBasis` object contains\n", " each $k$-point coordinate twice, once associated with spin-up and once with down-down.\n", " The list first contains all spin-up $k$-points and then all spin-down $k$-points,\n", " such that `iup` and `idown` index the same $k$-point, but differing spins." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "We can observe the spin-polarization by looking at the density of states (DOS)\n", "around the Fermi level, where the spin-up and spin-down DOS differ." ], "metadata": {} }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Plot{Plots.GRBackend() n=3}", "image/png": 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{} }, { "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Computing bands along kpath:\n", " Γ -> H -> N -> Γ -> P -> H and P -> N\n", "\rDiagonalising Hamiltonian kblocks: 5%|▊ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 11%|█▊ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 16%|██▋ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 23%|███▋ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 29%|████▋ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 35%|█████▋ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 42%|██████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 48%|███████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 55%|████████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 61%|█████████▊ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 68%|██████████▉ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 74%|███████████▉ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 81%|████████████▉ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 87%|█████████████▉ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 94%|███████████████ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 100%|████████████████| Time: 0:00:01\u001b[K\n" ] }, { "output_type": "execute_result", "data": { "text/plain": "Plot{Plots.GRBackend() n=98}", "image/png": 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