{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Valence-Bond DMFT solution of the Hubbard model\n", "============================\n", "\n", "In this notebook you will reproduce results for the 2D square lattice $t-t'$ Hubbard model using a minimal cluster extension (2-Patch DCA) of DMFT as published in Ref. [Phys. Rev. B **80**, 064501 (2009)](https://arxiv.org/abs/0903.2480)\n", "\n", "For further reference see also:\n", "\n", "[Europhys. Lett. **85**, 57009 (2009)](https://arxiv.org/abs/0806.4383)\n", "\n", "[Phys. Rev. B **82**, 054502 (2010)](https://arxiv.org/abs/1001.5051)\n", "\n", "[Phys. Rev. B **82**, 155101 (2010)](https://arxiv.org/abs/1007.2592)\n", "\n", "This calculation represents an approach to the normal state of cuprate superconductors. It is based on an effective two-impurity model embedded in a self-consistent bath. The two degrees of freedom of this effective model can be associated to the nodal and antinodal regions of momentum space. It allows you to find a metal-insulator transition which is selective in momentum space: At low doping quasiparticles are destroyed in the antinodal region, while they remain protected in the nodal region, leading to the formation of apparent Fermi arcs. \n", "\n", "We are considering the Hubbard Hamiltonian \n", "\n", "$$H = \\sum_{{\\mathbf k}, \\sigma = \\uparrow,\\downarrow}\n", "{\\varepsilon_{\\mathbf k}} c^{\\dagger}_{\\sigma {\\mathbf k}} c_{\\sigma {\\mathbf k}} + U \\sum_{i} n_{i\\downarrow} n_{i\\uparrow}$$\n", "\n", "with\n", "\n", "$${\\varepsilon_{\\mathbf k}} = -2t \\bigl [\\cos(k_{x}) + \\cos (k_{y}) \\bigr] -4t' \\cos(k_{x}) \\cos(k_{y})$$.\n", "\n", "In the following, we use $U/t=10$ and $t'/t=-0.3$, which are values commonly used for modeling\n", "hole-doped cuprates in a single-band framework. \n", "All energies (and temperatures) are expressed in units of $D=4t=1$, and\n", "the doping is denoted by $\\delta$.\n", "\n", "We subdivide the Brillouin Zone into a minimal set of two patches of **equal** area\n", "$P_+$ (even) and $P_-$ (odd).\n", "\n", "\n", "\n", "$P_+$ is a central square centered at momentum $(0,0)$ and containing the nodal region;\n", "the complementary region $P_{-}$ extends to the edge of the BZ and contains in particular\n", "the antinodal region and the $(\\pi,\\pi)$ momentum.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: could not identify MPI environment!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Starting serial run at: 2026-06-28 08:09:39.484537\n" ] } ], "source": [ "from triqs.gfs import *\n", "from triqs.operators import *\n", "from triqs_cthyb import Solver\n", "from h5 import HDFArchive\n", "import triqs.utility.mpi as mpi\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "# Redirect the output of the C++ solver to the notebook\n", "from triqs.utility.redirect import *\n", "start_redirect()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Exercise 1\n", "----------\n", "\n", "Create a 2-dimensional grid of k-points ($1000 \\times 1000$) covering the Brillouin zone,\n", "\n", "and build the corresponding grid of kinetic energies (*Hint*: Have a look at NumPy's linspace and meshgrid)\n", "\n", "Finally, make a contourplot of the dispersion relation. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Parameters\n", "t = 0.25\n", "tp = -0.3*t\n", "U = 10.*t\n", "beta = 200./(4*t)\n", "mu = 0.6155 # Corresponds to a doping of 0.04\n", "\n", "# Get the dispersion over the BZ\n", "k_linear = np.linspace(-np.pi, np.pi, 1000, endpoint=False)\n", "kx, ky = np.meshgrid(k_linear, k_linear)\n", "epsk = -2 * t * (np.cos(kx) + np.cos(ky)) - 4 * tp * np.cos(kx) * np.cos(ky)\n", "\n", "plt.pcolormesh( k_linear, k_linear, epsk, cmap='RdBu_r', shading='auto', vmin=-1.3, vmax=1.3)\n", "plt.colorbar().set_label(r'$\\epsilon_\\mathbf{k}$', fontsize=16)\n", "plt.xlabel('$k_x$', fontsize=14)\n", "plt.ylabel('$k_y$', fontsize=14)\n", "plt.axis('scaled')\n", "plt.title(\"Contourplot of the dispersion relation\", fontsize = 14)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Exercise 2\n", "----------\n", "\n", "You will now calculate the partial density of states for both the even and odd patch.\n", "For this it is useful to create a normalized histogram for each patch and bin the kinetic energies you\n", "calculated into the corresponding histogram.\n", "\n", "Plot the partial density of states for both patches and compare with Fig. 2 of [Phys. Rev. B **80**, 064501 (2009)](https://arxiv.org/abs/0903.2480)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# A mask giving the k points inside the central patch\n", "in_central_patch = (np.abs(kx) < np.pi/np.sqrt(2)) & (np.abs(ky) < np.pi/np.sqrt(2))\n", "\n", "# The number of bins for used in the Histogram\n", "n_bins = 50\n", "\n", "# Find the partial densities of states associated to the patches\n", "energies, epsilon, rho, delta = {},{}, {}, {}\n", "energies['even'] = np.extract(in_central_patch, epsk)\n", "energies['odd'] = np.extract(np.invert(in_central_patch), epsk)\n", "\n", "for patch in ['even','odd']:\n", " h = np.histogram(energies[patch], bins=n_bins, density=True)\n", " epsilon[patch] = 0.5 * (h[1][0:-1] + h[1][1:])\n", " rho[patch] = h[0]\n", " delta[patch] = h[1][1]-h[1][0]\n", " plt.fill_between(epsilon[patch], rho[patch], lw=3, label=patch, alpha=0.5)\n", "\n", "plt.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Exercise 3\n", "----------\n", "\n", "Calculate the local Hamiltonian of the two-site impurity\n", "\n", "$H_\\mathrm{loc} = U ( n_{1,\\uparrow} n_{1,\\downarrow} + n_{2,\\uparrow} n_{2,\\downarrow} )$\n", "\n", "in the even-odd basis\n", "\n", "$c_{\\pm,\\sigma} = (c_{1,\\sigma} \\pm c_{2,\\sigma})/\\sqrt{2}$\n", "\n", "Recall that Hamiltonians can be easily build using the creation and annihilation operators `c` and `c_dag=dagger(c)`\n", "of the TRIQS library" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Calculate the creation/annihilation operators in the site basis by means of the even/odd basis\n", "cn, cn_dag, nn = {}, {}, {}\n", "for spin in ['up','down']:\n", " cn['1-%s'%spin] = (c('even-%s'%spin,0) + c('odd-%s'%spin,0)) / np.sqrt(2)\n", " cn['2-%s'%spin] = (c('even-%s'%spin,0) - c('odd-%s'%spin,0)) / np.sqrt(2)\n", " nn['1-%s'%spin] = dagger(cn['1-%s'%spin]) * cn['1-%s'%spin]\n", " nn['2-%s'%spin] = dagger(cn['2-%s'%spin]) * cn['2-%s'%spin]\n", "\n", "# Local Hamiltonian\n", "h_loc = U * (nn['1-up'] * nn['1-down'] + nn['2-up'] * nn['2-down'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Exercise 4\n", "----------\n", "\n", "We do now have all the ingredients to set up the DMFT loop.\n", "According to the DCA Equations we update the Weiss field as\n", "\n", "$${\\cal G}_0^{-1} = G^{-1} + \\Sigma$$\n", "\n", "with\n", "\n", "$$G_{\\pm,\\sigma} = \\int d\\epsilon \\, \\frac{\\rho_{\\pm,\\sigma}(\\epsilon)}{i\\omega + \\mu - \\epsilon - \\Sigma_{\\pm,\\sigma}}$$\n", "\n", "Fill the missing self-consistency condition into the empty DMFT Loop below." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Construct the impurity solver\n", "S = Solver(beta = beta,\n", " gf_struct = [('even-up',1), ('odd-up',1), ('even-down',1), ('odd-down',1)], n_l = 100)\n", "\n", "# The local lattice Green's function\n", "G = S.G0_iw.copy()\n", "\n", "# Initial guess\n", "S.Sigma_iw << mu\n", "\n", "# DMFT loop\n", "n_loops = 10\n", "for it in range(n_loops):\n", "\n", " # DCA self-consistency - get local lattice G\n", " G.zero()\n", " for spin in ['up', 'down']:\n", " for patch in ['even', 'odd']:\n", " # Hilbert transform\n", " for i in range(n_bins):\n", " G['%s-%s'%(patch,spin)] += rho[patch][i] * delta[patch] * \\\n", " inverse(iOmega_n + mu - epsilon[patch][i] - S.Sigma_iw['%s-%s'%(patch,spin)])\n", "\n", " # DCA self-consistency - find next impurity G0\n", " for block, g0 in S.G0_iw:\n", " g0 << inverse(inverse(G[block]) + S.Sigma_iw[block])\n", "\n", " # Run the solver. The results will be in S.G_tau, S.G_iw and S.G_l\n", " S.solve(h_int = h_loc, # Local Hamiltonian\n", " n_cycles = 10000, # Number of QMC cycles\n", " length_cycle = 10, # Length of one cycle\n", " n_warmup_cycles = 1000, # Warmup cycles\n", " measure_G_l = True) # Measure G_l\n", "\n", " if mpi.is_master_node():\n", " with HDFArchive(\"results.h5\") as A:\n", " A['G_iw-%i'%it] = S.G_iw\n", " A['Sigma_iw-%i'%it] = S.Sigma_iw\n", " A['G0_iw-%i'%it] = S.G0_iw" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analyzing the precomputed results\n", "\n", "Converging the above DMFT for the given parameters is unfortunately a longer calculation on multiple cores.\n", "\n", "We have however provided precomputed results achieved with a version of this Notebook that are provided in the\n", "`data/vbdmft` subfolder.\n", "\n", "The following cell plots the real and imaginary part of both the odd and even Green's function.\n", "One can clearly observe how the odd Green's function becomes insulating as one approaches the half-filled case, while the even Green's function remains metallic. The pseudogap physics can thus be captured qualitatively already with this rather rough DCA patching scheme.\n", "\n", "This plots below can be directly compared with Fig. 25 of Phys. Rev. B **80**, 064501 (2009)." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from triqs.plot.mpl_interface import *\n", "\n", "plt.figure(figsize=(20,8))\n", "\n", "plt.subplot(2,2,1)\n", "for doping in [\"0.04\",\"0.08\",\"0.12\",\"0.16\",\"0.20\"]:\n", " with HDFArchive(\"data/vbdmft/doping_%s.h5\"%doping,'r') as A:\n", " i = 9\n", " oplot(A['G_iw-%i'%i]['even-up'].real, '-o', label=rf'$\\delta = {doping}$')\n", "plt.xlim(0,1.5)\n", "plt.ylim(0,2)\n", "\n", "plt.subplot(2,2,2)\n", "for doping in [\"0.04\",\"0.08\",\"0.12\",\"0.16\",\"0.20\"]:\n", " with HDFArchive(\"data/vbdmft/doping_%s.h5\"%doping,'r') as A:\n", " i = 9\n", " oplot(A['G_iw-%i'%i]['odd-up'].real, '-o', label=rf'$\\delta = {doping}$')\n", "plt.xlim(0,1.5)\n", "plt.ylim(-3,0)\n", "\n", "plt.subplot(2,2,3)\n", "for doping in [\"0.04\",\"0.08\",\"0.12\",\"0.16\",\"0.20\"]:\n", " with HDFArchive(\"data/vbdmft/doping_%s.h5\"%doping,'r') as A:\n", " i = 9\n", " oplot(A['G_iw-%i'%i]['even-up'].imag, '-o', label=rf'$\\delta = {doping}$')\n", "plt.xlim(0,1.5)\n", "plt.ylim(-3,0)\n", "\n", "plt.subplot(2,2,4)\n", "for doping in [\"0.04\",\"0.08\",\"0.12\",\"0.16\",\"0.20\"]:\n", " with HDFArchive(\"data/vbdmft/doping_%s.h5\"%doping,'r') as A:\n", " i = 9\n", " oplot(A['G_iw-%i'%i]['odd-up'].imag, '-o', label=rf'$\\delta = {doping}$')\n", "plt.xlim(0,1.5)\n", "plt.ylim(-3,0)\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 4 }