{ "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 -16.65002583605 -0.48 5.5 \n", " 2 -16.65071376271 -3.16 -1.01 1.0 21.9ms\n", " 3 -16.65081062128 -4.01 -2.32 1.5 41.3ms\n", " 4 -16.65082413952 -4.87 -2.83 2.5 29.5ms\n", " 5 -16.65082459778 -6.34 -3.25 1.8 27.3ms\n", " 6 -16.65082468765 -7.05 -3.76 2.0 39.3ms\n", " 7 -16.65082469751 -8.01 -4.27 2.0 28.6ms\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 15.9208006\n AtomicLocal -5.0693000\n AtomicNonlocal -5.2202058\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.7793372 \n Xc -3.4467479\n Entropy -0.0182879\n\n total -16.650824697513" }, "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 -16.66156722799 -0.51 2.617 4.9 \n", " 2 -16.66810442085 -2.18 -1.09 2.445 1.4 46.2ms\n", " 3 -16.66904323758 -3.03 -2.06 2.338 2.1 66.3ms\n", " 4 -16.66910026115 -4.24 -2.73 2.302 1.9 52.1ms\n", " 5 -16.66910314927 -5.54 -2.98 2.295 1.9 64.1ms\n", " 6 -16.66910415358 -6.00 -3.52 2.286 1.8 60.9ms\n", " 7 -16.66910417125 -7.75 -3.82 2.286 1.5 47.8ms\n", " 8 -16.66910417444 -8.50 -4.32 2.286 2.0 57.0ms\n", " 9 -16.66910417503 -9.23 -5.03 2.286 1.6 48.7ms\n", " 10 -16.66910417508 -10.33 -5.33 2.286 2.2 60.5ms\n", " 11 -16.66910417508 -11.55 -5.89 2.286 1.8 86.5ms\n", " 12 -16.66910417509 -11.23 -6.28 2.286 2.0 101ms\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-6; ρ=ρ0, mixing=KerkerDosMixing());" ], "metadata": {}, "execution_count": 5 }, { "outputs": [ { "output_type": "execute_result", "data": { "text/plain": "Energy breakdown (in Ha):\n Kinetic 16.2947197\n AtomicLocal -5.2227262\n AtomicNonlocal -5.4100282\n Ewald -21.4723040\n PspCorrection 1.8758831 \n Hartree 0.8191962 \n Xc -3.5406835\n Entropy -0.0131612\n\n total -16.669104175086" }, "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: -16.65082469751297\n", "Magnetic case: -16.66910417508641\n", "Difference: -0.01827947757344006\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, 0.9999987814416317, 0.9999987814416317, 0.9999987814416317, 0.9582253983524996, 0.9582253983524975, 1.1266902664266064e-29]\n", "(scfres.occupation[idown])[1:7] = [1.0, 0.8438927856837315, 0.8438927856837344, 0.8438927856837337, 8.140809257715729e-6, 8.140809257715729e-6, 1.5793275215696861e-32]\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] = [-0.06935856180145983, 0.356885580125833, 0.35688558012583377, 0.35688558012583455, 0.46173604365679, 0.4617360436567905, 1.1596208218701192]\n", "(scfres.eigenvalues[idown])[1:7] = [-0.03125745421885827, 0.4761891644442306, 0.4761891644442304, 0.47618916444423043, 0.6102501168196375, 0.6102501168196375, 1.225321226959564]\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: 18%|██▉ | ETA: 0:00:02\u001b[K\rDiagonalising Hamiltonian kblocks: 24%|███▉ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 31%|████▉ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 37%|█████▉ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 45%|███████▎ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 52%|████████▎ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 60%|█████████▌ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 66%|██████████▋ | ETA: 0:00:01\u001b[K\rDiagonalising Hamiltonian kblocks: 73%|███████████▋ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 79%|████████████▋ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 85%|█████████████▋ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 92%|██████████████▊ | ETA: 0:00:00\u001b[K\rDiagonalising Hamiltonian kblocks: 98%|███████████████▊| 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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