From 30bdb1c459a854ad979630e596315811d036d1cc Mon Sep 17 00:00:00 2001 From: antoniolrm <am@antoniomanesco.org> Date: Thu, 26 Oct 2023 16:57:09 +0200 Subject: [PATCH] make hubbard example compatible with interface --- examples/1d_hubbard.ipynb | 132 +++++++++++++++++--------------------- 1 file changed, 60 insertions(+), 72 deletions(-) diff --git a/examples/1d_hubbard.ipynb b/examples/1d_hubbard.ipynb index 0baa036..e1fb5b6 100644 --- a/examples/1d_hubbard.ipynb +++ b/examples/1d_hubbard.ipynb @@ -42,40 +42,34 @@ { "cell_type": "code", "execution_count": 2, - "id": "c22c6258-9ee8-4ccf-bfd8-94d50d27114d", + "id": "5529408c-fb7f-4732-9a17-97b0718dab29", "metadata": {}, "outputs": [], "source": [ - "def hamiltonian(k):\n", - " tk = (1 + np.exp(1j * k)) * np.eye(2)\n", - " return np.block([\n", - " [0 * np.eye(2), tk],\n", - " [tk.conj(), 0 * np.eye(2)]\n", - " ])" + "hopp = np.kron(np.array([[0, 1], [0, 0]]), np.eye(2))\n", + "tb_model = {\n", + " (0,) : hopp + hopp.T.conj(),\n", + " (1,) : hopp,\n", + "}" ] }, { - "cell_type": "markdown", - "id": "050f5435-6699-44bb-b31c-8ef3fa2264d4", + "cell_type": "code", + "execution_count": 3, + "id": "b12b84a4-0f96-4c35-a00d-b65f26ab68af", "metadata": {}, + "outputs": [], "source": [ - "To build the tight-binding model, we need to generate a Hamiltonian on a k-point and the corresponding hopping vectors to generate a guess. We then verify the spectrum and see that the bands indeed consistent of two bands due to the Brillouin zone folding." + "nk = 100\n", + "hamiltonians_0, ks = utils.kgrid_hamiltonian(nk, tb_model, return_ks=True)" ] }, { - "cell_type": "code", - "execution_count": 3, - "id": "d31cbfea-18ea-454e-8a63-d706a85cd3fc", + "cell_type": "markdown", + "id": "050f5435-6699-44bb-b31c-8ef3fa2264d4", "metadata": {}, - "outputs": [], "source": [ - "# Compute non-interacting Hamiltonian on a coarse k-point grid\n", - "# Number of k-points along each direction\n", - "nk = 50\n", - "# k-points must start at zero\n", - "ks = np.linspace(0, 2 * np.pi, nk, endpoint=False)\n", - "hamiltonians_0 = np.array([hamiltonian(k) for k in ks])\n", - "hopping_vecs = np.array([[0,], [1,], [-1,]])" + "To build the tight-binding model, we need to generate a Hamiltonian on a k-point and the corresponding hopping vectors to generate a guess. We then verify the spectrum and see that the bands indeed consistent of two bands due to the Brillouin zone folding." ] }, { @@ -86,7 +80,7 @@ "outputs": [ { "data": { - "image/png": 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yRuVFHJ535SrcOmU+WW+M4ayPmcC0fIqGPMnylx+isCDf6Hgi4gCsViu/zHyR9L4DCUvMJs8dUsf2pdvnP1M1oJbR8aSU6WMjcSqnU48QN3oQEQknAEiq60PTyR8QWj/S4GQiYpQzaUmsGz2IOptTAUiOqEyjd6dTq1E7g5PJ1XCYj43Wrl1Lz549CQkJwWQysXDhwr/dfvXq1ZhMpguWPXv22DOmOJFqQeF0/XIVx0ffRZ471DqYxYm77uG3z98yOpqIGCDh57nsvrUbdTanUmiGw/2v4abFv6u4lHN2LS85OTm0bNmSqVOnXtV+e/fu5fjx4yVL/fr17ZRQnJHZbOamYS9T/etPSa5dCW8LVH/lY74fdQf5eblGxxORMmC1Wln+6iO4jphA1UwrJ/3dMM98nW7jP9QM0BWAqz2/eLdu3ejWrdtV7xcQEECVKlVKP5CUK+GN2xOy+DdWPDeYOku2UnfFbtbu6USjaR/qYySRcuxMWhKxwwcQsT0dgIPta3LDe3Op7OdvcDIpKw55wm5kZCTBwcF07tyZX3755W+3tVgsZGZmnrdIxeHm7kmPt+Zy9uVHyfE0UTMpl9Q+A4j7bprR0UTEDnb8upBdt3UnYns6+S5w7JFb6f7JChWXCsahyktwcDAzZ85k3rx5zJ8/n4YNG9K5c2fWrl17yX0mTpyIn59fyRIWFlaGicVRRPcZSeA3n3EszJtK52z4/WcqPzx5NwX554yOJiKlwGq1smLSGGwPj6Pa2SLSq7niNustbn7sLU2mWAGV2dVGJpOJBQsW0KtXr6var2fPnphMJhYvXnzR+y0WCxaLpeR2ZmYmYWFhutqogsrPy2XFUwOou7L4JO/kOj60mPEJQeFNDE4mIv9U5ulUfh1xd8nVRImtArlm2lf4VQ82OJmUJoe52qg0REVFsX///kve7+Hhga+v73mLVFzuXt7c+t4CTj47mDx3CDuUxZE77mLjkg+NjiYi/8Ce9ctJ6BlTcjVR8gNd6PrlKhWXCs7hy8uWLVsIDtYPqVyd6wY+TdUvP+J4sCe+OTa8n5zEsvFDNEO1iBP5ZdYELA+OocapAk77uWCb/jIxT03Rx0Ri36uNsrOzOXDgQMntxMREEhISqFatGrVq1WLcuHEcO3aMOXPmADB58mRq165N06ZNyc/P5/PPP2fevHnMmzfPnjGlnIpo1pHAJb+wauwA6q49RO25v7Ns/81cP/1bKvtVNzqeiFxCQf45Vjx9H3WW7QDgcJNqdJj+JdWCwg1OJo7CrvU1Pj6eyMhIIiOLL1sdO3YskZGRvPDCCwAcP36cpKSkku3z8/N54oknaNGiBZ06deK3337jhx9+4I477rBnTCnHvCtX4daZP3DskVspNEOdTcfZ0OtmkvdtMjqaiFzEmbQkfu5zY0lxOdS7DTHfrlFxkfNoegCpMBJWfoXlmZfxzbGR5W3C9dVnaN1toNGxROQP+zf9TOrI0fifLsTiBplPDua6gU8bHUvKSLk6YVektLTqcjdh38wlpaYnPrk23MdOZMWkMToPRsQB/D73XbLuH4H/6UJOVXXB88N3VVzkklRepEIJqduC6EW/cLBDKC42CJu1nKUP34olL9voaCIVUlFRIUufH0y18TPxyoek+r40nr+ERh26Gh1NHJjKi1Q43pWr0H32jxy57wasJqj7ayJre9/AiSO7jY4mUqFkZ6Tz44Cbifh2PQAHuzTixu9+oXpwhMHJxNGpvEiFZDab6frcDHImjibH00To4RwO3XUXO35daHQ0kQohac9GNt5+MxEJJyhwgeOP3cmt7y3A3cPb6GjiBFRepEJr3+thqn/+IScC3KmSZaXwkXH8/uU7RscSKde2rf6O4wMGEZRqIaOyGaa9zE2PvGJ0LHEiKi9S4UU060jrhT9yuGk1PAqhykuz+HHiozqRV8QO1s55A9uI5/HNsZFS05Pwb7+mxQ13GR1LnIzKiwjgWy2Im7/6mYM31ccM1Pr0F5aO6KWJHUVKidVqZfkrD1PjtU9wL4TE5v50mL+S4IhmRkcTJ6TyIvIHN3dPuk9dSNLgzliBuqv281P/zmSdTTM6mohTy7fksnRYT8I/XwvAwZjGxHz5M5X9/A1OJs5K5UXkL8xmM7c8M5WzLw7F4gq1d51mY+8YUg5tNzqaiFPKOHWcVX07U3ftIawmSH4whlunzMfVzd3oaOLEVF5ELuKau8fiOmMiGZXNBB+3cKRff3at+97oWCJO5ej+LWy5oyvhe89icYOMCY8Q8+R/jY4l5YDKi8glNOvUi9CvPudEYPGVSJaHnyT22/eMjiXiFHb+toijd99L4Il8zvqYcf/gLTr2HWV0LCknVF5E/kZo/Ugi5y/nSMMqeBaA7wvTWTFpjNGxRBzauq//S8GwZ/DLtpIa5EH43K9o0vFWo2NJOaLyInIZftWDuembnzl4XR3Mf0wp8MPTA3QptchF/Dx1HH7j38ejEA43qUqb+csJqdvC6FhSzqi8iFwBdw9vur+/hMN9owGos2gzSx/qoUupRf5gtVpZ9sIDhExdiNkGB6+tzc1zV+FbLcjoaFIOqbyIXCGz2Uy3lz4mZUSv4jmRfjvMygFdyMk6bXQ0EUMVFuSzdGRvan8TC8Ch21vTfeYPuLl7GpxMyiuVF5Gr1HnERM6++BD5rhCxPZ3f+97CmbQko2OJGMKSl82Pg26h7s/7sALJQ26hxxtfYDbr7UXsRz9dIv/ANf3HYH3nP+R4mghLzGZrn54aC0YqnMzTqfzS92bqbE6l0AynnhlIzBOTjY4lFYDKi8g/FBkzAN8Pp3DWx0zgiXwS776bA1tWGx1LpEykJe8l/q5uhO/PIM8dzr3xONcNHmd0LKkgVF5E/oUGbW8m7MvPSavhRrWMIs488CjbVn9ndCwRuzq8M5a9/e4iOOUcmZVMeL7/Fu16DjE6llQgKi8i/1Jo/UiafbOIo7W8qZxnwzrieeLmTTM6lohd7Fr3PScGPoj/6ULSq7kSOOcjjeEiZU7lRaQUVA+OIPrbFRxuUg2PQqj0/FTWzn7N6FgipWrLii84N+xJfHNsHA/xpOHX31G7abTRsaQCUnkRKSWV/arT+auVHOwQiqsVqr/xGT9P1TkAUj5sWPgBprGv4JUPSXV9aPvdMgLCGhodSyoolReRUuTu4U23j5dx8MZ6mIGQqQv58Y2RRscS+Vd+//IdvJ6dXDxqbtNqdPp6hQafE0OpvIiUMhcXV7pPW8Sh7s0BqDX7J5a98ICmExCn9MusCfi9PAtXKxxqHUTnz1fiXbmK0bGkglN5EbEDs9lMt7fnktg3CoDa38Sy7Km7VWDEqfw0+UkCJs3FxQYHO4YT88ky3L28jY4lovIiYi9ms5nuL80m6f6bAajz/TaWjuhFUVGhwclELm/5q8Oo+f73mIGDNzek26zvNdy/OAyVFxE7u+Xp94rnQwLqrtrPsge7a0JHcVhWq5Wlz95H+GdrADh0WyTdp8zHxcXV4GQi/6PyIlIGOo+YSPpTAygyQd24ZFYO7IolL9voWCLnsVqtLB3Th4j58QAcvudaerz5peYpEoejn0iRMnL9A/8hc/wwClwgIuEEq+6J0YzU4jCKigpZOqwndX/cBUDy0K50e2GWwalELk7lRaQMdez3GJbXH8fiBrV3n+HXe7qrwIjhCgvyWTa0B3XXHsJqguOj7yLm8XeNjiVySSovImWsXc8hMPlF8twhfH8Gv93djeyMU0bHkgqqsCCf5UN7UHddEkUmOPX0QG4a9rLRsUT+ll3Ly9q1a+nZsychISGYTCYWLlx42X3WrFlDmzZt8PT0pE6dOrz//vv2jChiiFad++MyeQJ57lDrQCbr7u5G1tk0o2NJBVOQf47lD3anbtxRCs1w5tn7NTO0OAW7lpecnBxatmzJ1KlTr2j7xMREunfvTqdOndiyZQvPPvsso0aNYt68efaMKWKIljf1xW3KK+R6QNihLGLv7kHm6VSjY0kFkW/JZcX93am74RiFZsj8z1A63feU0bFErojJZrPZyuSBTCYWLFhAr169LrnN008/zeLFi9m9e3fJumHDhrF161ZiY2Ov6HEyMzPx8/MjIyMDX1/ffxtbxO52/LqQcyOfpdI5G0drV6L9F0vwqx5sdCwpx/Ituawc3J06W05QaIasF4fRsd9jRseSCu5q3r8d6pyX2NhYYmJizlt3yy23EB8fT0FBwUX3sVgsZGZmnreIOJNmnXrhNe11cjxNhB7OYePdt3I2/ZjRsaScys/L5adB3aiz5QQFLpA94VEVF3E6DlVeUlNTCQwMPG9dYGAghYWFpKenX3SfiRMn4ufnV7KEhYWVRVSRUtX0mtuoNOMtsr1M1EzKJb5/T86cTDY6lpQzlrxsfhp0CxEJaeS7QO5LI4juo4lDxfk4VHmB4o+X/urPT7X+//o/jRs3joyMjJIlOVkv+OKcGkf3wOf9d8jyNlHzaB6b+9/GmbQko2NJOWHJy2bVfV2J2JZOvitYXh1N1J3DjY4l8o84VHkJCgoiNfX8ExbT0tJwdXWlevXqF93Hw8MDX1/f8xYRZ9WoQ1eqzJxCZiUTIcfOsaX/7ZxOPWJ0LHFyebmZrLr3FmrvOEW+K+RPfJz2vR42OpbIP+ZQ5SU6OpqVK1eet27FihW0bdsWNzc3g1KJlK0GbW+m+ofTyKhsJjjlHFsG9NJHSPKPWfKyWT2wO7V3nsbiCgVvPFU81pCIE7NrecnOziYhIYGEhASg+FLohIQEkpKKD4WPGzeOgQMHlmw/bNgwjhw5wtixY9m9ezcff/wxH330EU888YQ9Y4o4nHqRN+I/a1rJEZhNd99OxqnjRscSJ5NvyeXnQd2pveMUFlcoevMZ2va43+hYIv+aXctLfHw8kZGRREZGAjB27FgiIyN54YUXADh+/HhJkQGIiIhg6dKlrF69mlatWvHyyy8zZcoU7rzzTnvGFHFI9SJvoOoHU0rOgdlwT0+NAyNXrCD/HCsHdydi20nyXaBg4uO06T7I6FgipaLMxnkpKxrnRcqbPeuXk/3wWCqds5EcUZmOc5dR2c/f6FjiwAryz7HiwR7U2ZhCgQvkvfIYHXoPMzqWyN9y2nFeRORCjTp0xWva6+R6mAhLzOb3AT00maNcUmFBPj8+dBt1NqZQaIac8Y+quEi5o/Ii4gSaXnMb7lNeLZkL6dd7e5CbfdboWOJgiooKWT7sdurGJVNkKh7yX+O4SHmk8iLiJJpf3xuXd4sncwzfe5Y1A7uTl6sRpaVYUVEhyx7tRd3fD2M1welxg7nmnrFGxxKxC5UXESfSsnNfeOs5LG5Qe9cZfhnYg/y8XKNjicGsVivLRt1J3TUHsZrg5BP3cN3Ap42OJWI3Ki8iTqb1LfdS+PpT5LtCxI50frq/G/kWFZiKymq1snRMH+r+vA8rkDamLzc8+LzRsUTsSuVFxAm17XE/llfHkO8CEQlprHzgVgoL8o2OJQZY9vQA6v64C4DUkb258aEJBicSsT+VFxEn1f72h8h7aQSFZqiz6TjLh91OUVGh0bGkDC0bP4Q6SxIAOPpwDzoPf83YQCJlROVFxIlF3TmcjOcepMgEdX8/zLLRfbBarUbHkjKw4s1R1J77OwBJg26ky5i3DU4kUnZUXkSc3LUDniB9bD8A6q7cw7Jx9xmcSOxt1fTnCPu4eB64xLs6cMu46QYnEilbKi8i5cANQ8dz9OEeANRZtJllLw01OJHYy9pPJhI4ZT4Ah7o1o+tLHxucSKTsqbyIlBNdxrzNkfuuB6D2l7+xYtIYgxNJaVv3zRSqvjkHM3Dwhnp0m/Q1ZrNexqXi0U+9SDnS9bn3SbyzHQBhs5azasZ/DE4kpWXj9x9TacIMXK1wsEMo3aYtUHGRCks/+SLlTNeXP+Fg16YABE6Zx9o5bxicSP6trau+wXXcW7gXQWLLAG6ZtQQXF1ejY4kYRuVFpJwxm810f+cbDl5XB7MNqr7+CXHfTTM6lvxDu2N/oHDMeDwL4EijqnT+5Afc3D2NjiViKJUXkXLIbDbTddoCDraviasVvF6cyqalnxodS67SgS2ryRr+JN4WG8l1fOj02fd4eFU2OpaI4VReRMopVzd3YmYtJrFFDdyLwPTM6+z4daHRseQKHd2/hbSHh+OTa+NYqBdRny+mkk81o2OJOASVF5FyzN3Dm86fLuVIwyp45UPeqGc5sGW10bHkMtKO7uPQ4EFUzbRyIsCd1p8vwLdakNGxRByGyotIOefhVZlr5yzhWC1vKufZSHt4OEf3bzE6llxCxqnj7BjYjxqnCjhV1YWGn35BtaBwo2OJOBSVF5EKoLKfP63nzOdEgDtVM60cGjyItKP7jI4l/09O1mnW33c7wSnnyKhsJvTDWQRHNDM6lojDUXkRqSCqBYXT8NMvOF3FhRqnCtgxsB8Zp44bHUv+kG/JZe39txF2KItcDxNVpk2idtNoo2OJOCSVF5EKJDiiGSEfziSzkonglHOsv+92crPPGh2rwisqKmTFQ7dTe8cpLK7g8vbzNOrQ1ehYIg5L5UWkgolo1hHfaZPI9YCwQ1msHtyTfEuu0bEqLKvVyrLH7qLu+qMUmuHchBG06nK30bFEHJrKi0gF1DiqG+a3/kO+K0TsSGfFw7dTVFRodKwKafnz91P3p71YgdNPDCDqzuFGRxJxeCovIhVUZMwA8saPoNAMdeOOsmx0H6xWq9GxKpQVbz1GxLwNAKQ81J3rH9BcVCJXQuVFpAKLums4px4v/oii7so9LH/hAYMTVRy/zJpA2EcrAEjsG0WXsZMMTiTiPFReRCq4Gx58geShxSeHRny3npXvPmFwovIvbt40arwzF4CDMY3pOv4jgxOJOBeVFxEh5vF3SbyrAwAhH/zAr5+9aXCi8mvb6u/wfHEqLjY4GBVKt3e/wWzWS7HI1dBvjIgA0PWljzl4Yz3MgN/rs4n/YbbRkcqdA1tWYxnzAh6FcLhJNWI+WISLi6vRsUScjsqLiAB/zEQ9ZR6HIgNxKwLzuDfZHfuD0bHKjZSD2zgxbASV82wcreVNp9mLcffwNjqWiFNSeRGREq5u7tz00WKS6vnilQ8ZI5/iyK71RsdyemfSkth3/31UyygirYYbbebMp7JfdaNjiTgtlRcROY+Xty9Rny7keIgnftlWkoYM0TxI/0JO1mk2DryDwLR8zviaqTd7jiZaFPmXyqS8TJ8+nYiICDw9PWnTpg2//vrrJbddvXo1JpPpgmXPnj1lEVVEAL/qwTT7dC7p1VzxP13I9kH9yDydanQsp1MyX9HhHHI8TdSYMYWa9VoZHUvE6dm9vHz99deMHj2a5557ji1bttCpUye6detGUlLS3+63d+9ejh8/XrLUr1/f3lFF5C8CwhoSNqt4HqSQY+eIHXQ7lrxso2M5DavVyopH7qD2jlPku4LrpBeo36az0bFEygW7l5d33nmHBx98kCFDhtC4cWMmT55MWFgYM2bM+Nv9AgICCAoKKllcXFzsHVVE/p/aTaPxee9N8tyh1v5MfnqwJ4UF+UbHcgrLnr6HuuuOUGSCnBceoVXn/kZHEik37Fpe8vPz2bRpEzExMeetj4mJYd26dX+7b2RkJMHBwXTu3JlffvnlkttZLBYyMzPPW0Sk9DTpeCvWiU9R4AJ1Nqey/LG7NI3AZfz4+gjqLNkKQNqoO+nYd5TBiUTKF7uWl/T0dIqKiggMDDxvfWBgIKmpF//8PDg4mJkzZzJv3jzmz59Pw4YN6dy5M2vXrr3o9hMnTsTPz69kCQsLK/XvQ6Sia9vjfs4+PRgrUHfVfn4cP8ToSA5rzcevUOuTnwE4fM+13PTIKwYnEil/ymR0JJPJdN5tm812wbo/NWzYkIYNG5bcjo6OJjk5mbfffpvrrrvugu3HjRvH2LFjS25nZmaqwIjYwXUDn2Zl+glCZy6j9jexrAp6jpsefdXoWA5l4/cfU+3tL4DiYf+7/+cDgxOJlE92PfLi7++Pi4vLBUdZ0tLSLjga83eioqLYv3//Re/z8PDA19f3vEVE7KPL2Hc4dFskAAHvzSfuu2kGJ3Icu+OW4fLsW7ha4VCbYA37L2JHdv3Ncnd3p02bNqxcufK89StXrqRjx45X/HW2bNlCcHBwaccTkX+g2+ufczC6Fi428Jwwle1rFhgdyXDJ+zaRMeIJvPIhqZ4vN3+4WMP+i9iR3X+7xo4dy3333Ufbtm2Jjo5m5syZJCUlMWzYMKD4Y59jx44xZ84cACZPnkzt2rVp2rQp+fn5fP7558ybN4958+bZO6qIXAGz2UzM+wv4uf/N1N59hqwxz5E4J5CIZlf+B0l5cjr1CIcevJ+AbCupQR50+GQ+Hl6VjY4lUq7Zvbz069ePU6dO8dJLL3H8+HGaNWvG0qVLCQ8vHmHy+PHj5435kp+fzxNPPMGxY8fw8vKiadOm/PDDD3Tv3t3eUUXkCrl7eNPpk8WsvzOGkKN5HBv6MJW+nUdAaAOjo5WpnKzTbBp8J6EnCzjt50Kj2Z9Txb+m0bFEyj2TzWazGR2iNGVmZuLn50dGRobOfxGxs7Sj+9jb9078TxeSUtOT9vN+xKdKgNGxykRB/jlW3tuFiG3p5HiaqDJ7GvUibzQ6lojTupr3b51NJiL/WEBoA0JnfkCWd/EovL8P7kW+JdfoWHZntVr5ceRdRGxLLx49963nVVxEypDKi4j8KxHNOuL17qtY3CB8zxlWDOtd7gexWz7+QequOYjVBNnPDqVVl7uNjiRSoai8iMi/1vz63pybMJIiE9SNTWLZ0wOMjmQ3P097lohv4gBIeagH19wz9jJ7iEhpU3kRkVIRdcejpI26E4A6SxJYMWmMwYlKX9y8aQROLb40/NDtreky5m2DE4lUTCovIlJqbnrkFQ73jQag5qzl/P7VOwYnKj07f1uE5/ipuNjgYMdadJv4mdGRRCoslRcRKVW3jP+Qg9fXxQxUfnUWW1d9Y3Skf+3I7g1kPzYOjwI40qgqMTMWaPRcEQPpt09ESpXZbOaW977jcLPquBdC/uPjObT9N6Nj/WOnjidyZMgQfHNsHA/x5JpPFuLu4W10LJEKTeVFREqdm7snnT5axLFQLyrn2Tj28COcPHbA6FhXLTf7LJvv70ONU8WD0DWd/WWFGcdGxJGpvIiIXVT2q06LT+aSXs0V/9OFbB3cj+yMU0bHumKFBfmsHnI7oYdzyPE0Efj+VALDGxsdS0RQeREROwoIbUDND2aQ7WWiZnIuax/sRUH+OaNjXZbVamX5mL5EJKRR4AIubz5HvcgbjI4lIn9QeRERu6rT/FrcJ40n3xUidqTz48i7HH4QuxUTh1P3p70AnH16IJEx5XfcGhFnpPIiInbX8qa+ZD83FCtQd81BfnzpIaMjXdLa2a8R/tlqAJIG3cR1A8cZmkdELqTyIiJl4pq7x5LyUDcAas/9nV9mvmhwogttXjaHKm8Xj99yMKYxXZ5+z+BEInIxKi8iUma6jH2HQ7e2AMB/8jdsXPKhwYn+Z/+mn7E98zpuRXAoMpCuk+ZqLBcRB6XfTBEpU13f+IKD7WviagWX5yaxZ8OPRkci9cgu0h59DG+LjeSIytw4ayGubu5GxxKRS1B5EZEy5eLiSpcPFpJU1wevfDg9Yiwph7YblifrbBo7HxhAtYwiTvq70Xb2d3hXrmJYHhG5PJUXESlzHl6Vaf/JPE4EuFM108reB+4j49TxMs+Rb8nltwd6EXLsHJmVTITP+pBqQeFlnkNEro7Ki4gYomqNMOp99AkZlc0EpVqIfeAO8i25Zfb4VquVFSP7UHvXGSyuUGnya4Q3bl9mjy8i/5zKi4gYJrR+JL5T3uCcG4TvPcuKR3qX2RgwP740lLprD2E1Qe7zw2jWqVeZPK6I/HsqLyJiqCYdb8UyYSRFJqi7Lonlz99v98f8ZdYEas9dB0DK0G507PeY3R9TREqPyouIGC7qjkdJfeQ2ACLmbWDVjP/Y7bHif5iN/7tzATjUowVdxr5jt8cSEftQeRERh3DzqDc4dHtrAGq8N48Ni2aW+mPsi/8J07Nv4mqFQ21D6PrmF6X+GCJifyovIuIwuk38jIMdQnG1guvz77I7blmpfe3jiTtIf3Q03hZIruPDTTMX4OLiWmpfX0TKjsqLiDgMs9lMzPuLSKrvi1c+nB35BCkHt/3rr5t1No3dD9xH1cwi0mq40e6T7/Dy9i2FxCJiBJUXEXEo7l7edJg9nxMB7lTJsrL3wYH/agyYfEsuv93fi+Dj58iobCZi1kdUDahViolFpKypvIiIw6niX5P6H3/KWZ8/xoC5vzf5eVc/BozVamXFiLuovfsMFjfwmfwatRq1s0NiESlLKi8i4pBq1mtFlSlvFo8Bsy+DFcOvfgyYH18aSt1fE7GaIO+FR2l67e12SisiZUnlRUQcVuPoHljGj/jfGDAvPHDF+67+6KW/jOXSneg+I+0VU0TKmMqLiDi0qDuH/28MmO/W88sHL1x2n01LP6X6pK8AONS9OV3GTrJrRhEpWyovIuLwbh71Bod6tgLA/7/fsnHJh5fc9sCWX2DcG8VjubQOoutbX5ZRShEpKyovIuIUur7+GYfaheBqBfN/JrF344oLtklL3suJR0bibbGRHFGZmz5cpLFcRMqhMikv06dPJyIiAk9PT9q0acOvv/76t9uvWbOGNm3a4OnpSZ06dXj//ffLIqaIODAXF1dunrmIpLo+eFvg1PCxHE/cUXJ/dkY62wf3p9rZIk5Wd6PtbI3lIlJe2b28fP3114wePZrnnnuOLVu20KlTJ7p160ZSUtJFt09MTKR79+506tSJLVu28OyzzzJq1CjmzZtn76gi4uA8vCrTfvZ3pNVwo2pmEbsfuI+ss2kU5J/j1wd7EXLsHFneJsJnzaJaULjRcUXETkw2m81mzwfo0KEDrVu3ZsaMGSXrGjduTK9evZg4ceIF2z/99NMsXryY3bt3l6wbNmwYW7duJTY29rKPl5mZiZ+fHxkZGfj66q8ukfIoac9Gjg8YhG+OjcNNqlIUWJ26vxwg3xVMU1+mxQ13GR1RRK7S1bx/2/XIS35+Pps2bSImJua89TExMaxbt+6i+8TGxl6w/S233EJ8fDwFBQUXbG+xWMjMzDxvEZHyrVajdlSa/BoWV6i96wx1fzmAFcga96CKi0gFYNfykp6eTlFREYGBgeetDwwMJDU19aL7pKamXnT7wsJC0tPTL9h+4sSJ+Pn5lSxhYWGl9w2IiMNq1qkXh+6Owmoqvr29cwjXDnjC2FAiUibK5IRdk8l03m2bzXbBusttf7H1AOPGjSMjI6NkSU5OLoXEIuLodsUt59b8xZy7JYNTN2XTv0Y88Us+MDqWiJQBu15D6O/vj4uLywVHWdLS0i44uvKnoKCgi27v6upK9erVL9jew8MDDw+P0gstIg4vaV8CNZc/gLupEHNIB1x9asGJr2gR/yw7q4fRtGN3oyOKiB3Z9ciLu7s7bdq0YeXKleetX7lyJR07drzoPtHR0Rdsv2LFCtq2bYubm5vdsoqIczh14iiuX/XFjxz2ujak0fCvaf/QNDZXvg53UyFhK4ZwZM9mo2OKiB3Z/WOjsWPH8uGHH/Lxxx+ze/duxowZQ1JSEsOGDQOKP/YZOHBgyfbDhg3jyJEjjB07lt27d/Pxxx/z0Ucf8cQT+ixbpKLLy8ni1KzehNhOcMwUiP/Q+XhV8sHs4kKTR79ij1sTfMnBfW5f0lMvPhyDiDg/u5eXfv36MXnyZF566SVatWrF2rVrWbp0KeHhxWMwHD9+/LwxXyIiIli6dCmrV6+mVatWvPzyy0yZMoU777zT3lFFxIEVFRayZ1pfGhTu4yyVsd7zLdUDQ0vu9/SuTOBD80k2hRDMSc7M6k1udoaBiUXEXuw+zktZ0zgvIuVT3LQhRJ38FovNjUPdv6Bxh1suut3RAzuo9Hk3qpJJglcUzcYuwdXNvYzTisjVcphxXkRESkPcly8TdfJbAHZ0eOOSxQUgtF4zTvSYzTmbG63y4tj0wcPYrNayiioiZUDlRUQc2ubln9B+7yQA4uo+RpvuD152n0btbmZ3x0lYbSY6pM9n/ZcT7B1TRMqQyouIOKw9G3+iSewTmE021lfvRYcB469438hbBrGhwVgAog5MZtPS2XZKKSJlTeVFRBzS0QM7CPzhfjxNBSR4RdFm2CxM5qt7yepw93+Iq9EHgGbrn2T3+h/tEVVEypjKi4g4nNNpx+CLu6hKJvtd6tFg+Df/6KRbk9lMu4ffZ4v3NXiYCghe9gBJ+xJKP7CIlCmVFxFxKOdyszk58w5CbcdJMQVQdegCvCv7/eOv5+LqSqPhX7PPtQFVyMb1q76kp2oaERFnpvIiIg6jqLCQ3dP60bBwDxlUoqDf1/gH1frXX9erkg/Vhy7gmCmQENsJTn94h8aAEXFiKi8i4jA2znyUyJzfyLe5cuyWjwhv1LrUvnb1wFCs93zLGXxoULiPvdP7U1RYWGpfX0TKjsqLiDiEuC9fJirtawC2tX+dJtHdSv0xwuq35ET32VhsbkTmriP+/aEaA0bECam8iIjhtvz46f/GcqkzirY9htrtsRq178LO6Lc1BoyIE1N5ERFD7dn4E43XPf6/sVzutX+ZaN118P8bA+Yjuz+miJQelRcRMUzyge0E/jC4eCwX7+h/NJbLP/XXMWCar3+KXXHLy+RxReTfU3kREUOcTjuG6Yu7qEoW+13r0+DRr8t0AsW/jgHjbiqk5nKNASPiLFReRKTM5eVk/TGWS2rxWC5D/t1YLv/Un2PA7HVtiB85uH7VR2PAiDgBlRcRKVNFhYXs+etYLv2/xT8ozLA8XpV8qPHQAo6aggixpXFmVi9yss4alkdELk/lRUTKjM1qJf79oUTm/o7F5saxrh8T3rCV0bGoFlAT24DvOIMv9YsOcGB6HwoL8o2OJSKXoPIiImVm/Rfj6ZA+H6vNxM6ot2gS1dXoSCXC6jXnxK2fcM7mRsu8DWye8YDGgBFxUCovIlIm4r+fSdTB/wKwoeHjtO52v8GJLtSobWd2XzOZIpuJ9qeXEPfpOKMjichFqLyIiN3t+H0JLTY+A0BcYH+i7nne4ESXFhlzL/FNirNGH3mfDQveMziRiPx/Ki8iYleJuzZSa+VDuJuK2Fz5eto/NN3oSJfVod8zxAYPBCAy4UW2r5lvcCIR+SuVFxGxm7RjiXh/0w9fctnt1pQmw7/C7OJidKwr0mHIZOJ9b8bNVESdVY9wcNs6oyOJyB9UXkTELjLPniL7o14Ecooj5lBChi3A06uS0bGumNnFhRbDv2CHRysqmc7hO/8ejh/Za3QsEUHlRUTsIN9yjqQZd1DHeph0quA2cD5+1QONjnXV3D08qfXIfBLNtanBGfI/vZOM0yeNjiVS4am8iEipslmtbJt2L80sCeTYPDnb+0tCajc0OtY/5lulOt4PzCeNaoRbkzn2fm8s53KNjiVSoam8iEipivtwNG0zV1JoM3PwxunUa3mN0ZH+tcDQuuT0mUuWzYsm+dvZMfVurEVFRscSqbBUXkSk1KyfO5HolE8B2NxqAi1uuNPgRKUnomkHjnSZSb7NhTbZq9nwwTANYidiEJUXESkVm5d/QrvdbwAQGz6M9r1HGZyo9DW79ja2tS/+HqPSvmH9lxMMTiRSMam8iMi/tituOU1jn8BssrG+ei+iBk00OpLdtO0xlLj6YwGIOjCZ+MXvG5xIpOJReRGRf+Xw7nhClz+Ah6mALd4dafvIR5jM5fulJWrAi8QF9gegxaZn2b52kcGJRCqW8v0KIyJ2deLoQby+7osvOexxa0LjEd/i4upqdKwy0f6h6WzyuQl3UxF1fn6IA1t/NzqSSIWh8iIi/0jGmXRyP+5dMghd8LCFeHpXNjpWmTG7uNBs+BfsdG9JJdM5qiy4h5TEPUbHEqkQ7Fpezpw5w3333Yefnx9+fn7cd999nD179m/3GTx4MCaT6bwlKirKnjFF5Cqdy8vh6IxeRFiPcJKquA9yzkHo/i0PT2/CHl3AIXNt/DlL0ZzenDl53OhYIuWeXcvLPffcQ0JCAsuXL2f58uUkJCRw3333XXa/rl27cvz48ZJl6dKl9owpIlfBWlTErml30zR/O1k2LzLvnEtwuPMOQvdv+Vapjs+QRaRSgzBbCmkf9CIvJ8voWCLlmt0+nN69ezfLly8nLi6ODh06ADBr1iyio6PZu3cvDRte+sXOw8ODoKAge0UTkX/IZrWy4f2HicpeQ77NhSNdZtKsuY6M1gipzZH+35Ax91YaFu4hYepdNBu7BFc3d6OjiZRLdjvyEhsbi5+fX0lxAYiKisLPz4916/5+dtbVq1cTEBBAgwYNGDp0KGlpaZfc1mKxkJmZed4iIvax/vMXiTr5LQDb2r9Bs2tvMziR4whv1Jrj3T7hnM2NVnlxbJ5+vwaxE7ETu5WX1NRUAgICLlgfEBBAamrqJffr1q0bX3zxBatWrWLSpEls3LiRm266CYvFctHtJ06cWHJOjZ+fH2FhYaX2PYjI/2xcOJWoQ1MAiKs/lrY9hhqcyPE06hDD7msmU2Qz0f7M96z/+AmjI4mUS1ddXsaPH3/BCbX/f4mPjwfAZDJdsL/NZrvo+j/169ePHj160KxZM3r27MmyZcvYt28fP/zww0W3HzduHBkZGSVLcnLy1X5LInIZW1fNJXLL8wDEBQ0gasCLBidyXJEx9xLfrPi5ijr6Eevnlt8B+0SMctXnvIwYMYL+/fv/7Ta1a9dm27ZtnDhx4oL7Tp48SWDglV+VEBwcTHh4OPv377/o/R4eHnh4eFzx1xORq7Nnw0oarBmJq8nKRr9baD/0PaMjObwOfR4nNjuN6CPv0273G2xaGkCb7g8aHUuk3Ljq8uLv74+/v/9lt4uOjiYjI4MNGzbQvn17ANavX09GRgYdO3a84sc7deoUycnJBAcHX21UEfmXjuzeRPDSQXiZ8tnq1Z5Wwz/D7OJidCynEDVoIuunp9EhfT7N1z/JDh9/mnW63ehYIuWC3c55ady4MV27dmXo0KHExcURFxfH0KFDufXWW8+70qhRo0YsWLAAgOzsbJ544gliY2M5fPgwq1evpmfPnvj7+9O7d297RRWRi0hNPoDn133wI4e9ro2oP/w73Nx1lPNKmcxm2g6bxebK1+FuKiLip4c4sPU3o2OJlAt2Hefliy++oHnz5sTExBATE0OLFi347LPPzttm7969ZGRkAODi4sL27du5/fbbadCgAYMGDaJBgwbExsbi4+Njz6gi8hdn01OxzO71x+i5YQQOW4R3ZT+jYzkdF1dXmo74mh0erahkOkfVBfdw9MAOo2OJOD2TzWazGR2iNGVmZuLn50dGRga+vr5GxxFxOrnZGSRPjqFh4R5OUB3bgysICqtndCynlpVxmrQpnalbdIgUUyDuD/+Ef1Ato2OJOJSref/W3EYiUqIg38L+aXfRsHAPGVQir983Ki6lwMevGn5DF3HMFEiI7QQZs24j8+wpo2OJOC2VFxEBiof9T5h2Hy3zNpBnc+d490+p3bit0bHKDf+gWnDfAk7hR92iRJKn9+JcXo7RsUScksqLiACwYdZI2mX8SKHNzN7r3qNR+y5GRyp3atZpypneX5Ft86Jp/jZ2Te1PUWGh0bFEnI7Ki4gQO+d5olK/AGBzq5do1fnvx3KSf65ey2s43GUm+TZXWuesZdO0QZpGQOQqqbyIVHAbvnuH6D+H/a83mva9RxqcqPxrdu1t7IieVDKNQNysx4yOJOJUVF5EKrDNy2bTZvtLAMSGDCTq3gkGJ6o4WncdzKYWxdMsRB+fQ9xnLxicSMR5qLyIVFDb1y6gWdzjuJhsrK92G1FD/mt0pAqn/Z1jiKszCoCog/9lw7x3DU4k4hxUXkQqoL3xq6j788O4m4rYXPl62j46G5NZLwdGiBr4MrHB9wLQZtsENi//xNhAIk5Ar1YiFUziro0EfX8v3iYL2z1a03TEXFxcr3qaMylFUUPfY0PVW3Ex2WgW+zjb1y4yOpKIQ1N5EalAUhL3UPmb/81XVGfEAjw8vY2OVeGZzGbaDP/0j3mQCqn781D2xq8yOpaIw1J5Eakg0lOTsM65nRqcIdEcTtAji6nkU8XoWPKHP+dB2u7RGm+ThcDv7+Pw7nijY4k4JJUXkQog40w6GbNuI9SWSoopkMpDFuNXPdDoWPL/eHh6U2fEAva6NqQK2Xh/3YeUw3uNjiXicFReRMq5vJwsUqbfRt2iRNKpgnXAfGqE1DY6llxCJZ8qBD2yhMPmWgRwGuunt5OemmR0LBGHovIiUo5ZzuVyYMptNC7YSSbeZN71DaH1mhkdSy7Dr3oglYYsIcUUQKjtOFkzb+VseqrRsUQchsqLSDlVkG9h15S7aG7ZTK7Ng5Tuc6jTrIPRseQK1Qipje2+hZykKhHWI5x8/1ayMk4bHUvEIai8iJRD1qIitk69h8jc37HY3Dh08yxNtOiEatZpSm6/eZzBh/qF+0me2pO8nCyjY4kYTuVFpJyxWa1snDaYtpk/UWBzYfd1U2nW6XajY8k/FN64Dad6zyXL5kWTgh3sf68XlnO5RscSMZTKi0g5YrNaWf/Bo3Q4vZgim4lt7d/UDNHlQL2W13Ksx2fk2jxocS6eXe/1obAg3+hYIoZReREpR+JmP0XUia8A2NxyAm16DDE4kZSWRu27cLDzLPJtrkTm/EbCe/dgLSoyOpaIIVReRMqJuM9fJDp5VvG/Gz5NuzseMziRlLbm193Ormvfo9Bmpm3mSjZOfwCb1Wp0LJEyp/IiUg6s/+Ytog5MBiCu9nCi7n7W2EBiN6263ENCuzew2kx0OLWQ9TNHqMBIhaPyIuLk4hfPoN3OVwGIDRlI1ODXDE4k9tb21oeIbzEegKjUL4j75BljA4mUMZUXESe2efkntNr0LGaTjfX+dxI15L9GR5Iy0v7O0cQ1eBKA6KQPiPv8RYMTiZQdlRcRJ7Vlxec0jx2Lq8nKxirdaPfILExm/UpXJFH3/IfY2o8U//vAZOK+etXgRCJlQ690Ik5o66pvaPr7KNxMRcT73kzrEZ9jdnExOpYYIHrw68SGPgBA1N43Wf/NmwYnErE/lRcRJ7N9zXwarXkUd1MRmyrfQKuRX+Hi6mp0LDFQ1AOTiA2+F4AOu15lw7x3DU4kYl8qLyJOZMdvi6m/6iE8TAVsqXQtLUZ9g6ubu9GxxGAms5mooe8RF1g8IGHbbRPYuHCqwalE7EflRcRJ7IpdRp2VQ/A0FZDgFUXTUfNwc/cwOpY4CJPZTIeHZ7De/07MJhtttvyH+MXvGx1LxC5UXkScwJ71K6i9fBDeJgvbPNvR+LEFuHt4Gh1LHIzJbKb9ox+yvvrtmE02Ijc9w6alHxkdS6TUqbyIOLi98asIXToQb5OF7R6RNBi1EA9Pb6NjiYMymc20e3Q2G6p0x8Vko+X6J9jy46dGxxIpVSovIg5sf8KvBH8/gMqmPHa6t6DeqCV4elc2OpY4OLOLC21GfMZGvxhcTVaarRtDwk9fGR1LpNTYtby8+uqrdOzYEW9vb6pUqXJF+9hsNsaPH09ISAheXl7ccMMN7Ny5054xRRzSwW3rCFjYD19y2e3WlNojl+BVycfoWOIkXFxdaT3yKzb53ISbqYgmv45g66pvjI4lUirsWl7y8/Pp06cPjzzyyBXv8+abb/LOO+8wdepUNm7cSFBQEF26dCErK8uOSUUcy4Gtv+E//y78yGGvayPCRv5AJZ8qRscSJ+Pi6krLUV+zudJ1uJsKabzmERJ+nmt0LJF/za7lZcKECYwZM4bmzZtf0fY2m43Jkyfz3HPPcccdd9CsWTM+/fRTcnNz+fLLL+0ZVcRh7N+yloAFff8oLg0JHrGUyr5VjY4lTsrVzZ3mj31XUmCarH2UhJV6PRXn5lDnvCQmJpKamkpMTEzJOg8PD66//nrWrVt30X0sFguZmZnnLSLOat/m1QQu6ocvOexxa0LIyOX4VqludCxxcm7uHsUFpvL1uJuKaPLbCLas+NzoWCL/mEOVl9TUVAACAwPPWx8YGFhy3/83ceJE/Pz8SpawsDC75xSxhz3xPxO8qH/JOS6hI5fi41fN6FhSTri5e9Dise/Y5HMT7qYimv0+is3LPzE6lsg/ctXlZfz48ZhMpr9d4uPj/1Uok8l03m2bzXbBuj+NGzeOjIyMkiU5OflfPbaIEfZsWEnokgH4mPLY5d6cWqP0UZGUPlc3d1qO+pp435txMxXRInYMm5bONjqWyFW76glRRowYQf/+/f92m9q1a/+jMEFBQUDxEZjg4OCS9WlpaRccjfmTh4cHHh4aZVSc1+71P1Jr6UAqmc6x070lEaOW4F3Zz+hYUk65urkTOeprNr53N+0yVtBy/VjibYW07THU6GgiV+yqy4u/vz/+/v72yEJERARBQUGsXLmSyMhIoPiKpTVr1vDGG2/Y5TFFjLRz3VIifhyMt8nCDo9W1B31vS6HFrv78zLqjVPvpd3ZZURueJL4oiLa3jbM6GgiV8Su57wkJSWRkJBAUlISRUVFJCQkkJCQQHZ2dsk2jRo1YsGCBUDxx0WjR4/mtddeY8GCBezYsYPBgwfj7e3NPffcY8+oImVux+9LSorLNs821HvsBxUXKTMurq60GfkFG6r2wOWPqQQ2LppudCyRK3LVR16uxgsvvMCnn/5vWOo/j6b88ssv3HDDDQDs3buXjIyMkm2eeuop8vLyePTRRzlz5gwdOnRgxYoV+PjoRV3Kj+1rF1Hv5yF4mfLZ5tmOBo8twtOrktGxpIIxu7jQdsRnrJ82mA6nF9Nm87NssBbSvvcoo6OJ/C2TzWazGR2iNGVmZuLn50dGRga+vr5GxxG5QMJPX9H415F4mArY6tWBhqMWqLiIoaxFRWyc/gAdTi0EYH3jZ+nQ72ljQ0mFczXv3w51qbRIeRf/wyya/jocD1MBW7yvodFjC1VcxHBmFxfaD59NXEBfADrsfo3YOc8bnErk0lReRMrIhnnv0nrDk7iZioj37ULzMZodWhyHyWymw7APiA19AIDoQ1OInfUYNqvV4GQiF1J5ESkDcV++TPvt4zGbbKyv3ovWj32Nq5u70bFEzmMym4ke8i5xdYrPeYk+9gnrZzyEtajI4GQi51N5EbEjm9VK7Oynidr3NgBxQQNoP3w2ZhcXg5OJXFrUwJdZ3+S54n+f/Jb49+6lqLDQ4FQi/6PyImInNquVuFkjiT7yPgCx4cPo8NBUTGb92onj69D3KTZGTqTIZqL92aVsnXwH+ZZzRscSAVReROzCWlTEhmn3E328ePK7uAZPEH3/Gyou4lTa3f4o2zr+l3ybC62z17B78m2cy82+/I4idqZXUpFSVliQz6Yp/elwaiFWm4kNzccTdY+u3BDnFHnLIPbcOIs8mzst89ZzcHJ3sjPPGB1LKjiVF5FSdC4vh+2Te9MuYwUFNhc2t3+L9neOMTqWyL/S4oY7Sew6h2ybF03zt3Jsyi2cTU81OpZUYCovIqUk8+wpDr57C5E5v5Fvc2XntVM12Z2UG02iu5Fy+9ecpTINC/eSMb0zqUn7jY4lFZTKi0gpSE85wsn3OtM0fztZNi/2x8yhVRfNxyXlS4PW15PRbzEnqE649Sjmj2M4vDve6FhSAam8iPxLyQe2kz/rZuoWJZJOFdLunE/Ta3oYHUvELsIbt8H24AqOmMMI4DTVvr6NPetXGB1LKhiVF5F/Yf+WtVT6vDshtjSOmoKxDFxO3RYdjY4lYldBYfWoMvxn9rg2xpccai+9h4SfvjI6llQgKi8i/9D2tQuoufAuqpHJfpd6eA37iZp1GhsdS6RM+FUPJHzMSrZ6dcDTVECzXx9lw4IpRseSCkLlReQfiP9+Jg1/fhBvk4UdHq0IfuwnqgeGGh1LpEx5VfKhyZglbKzSDVeTlfZbnyf202c1H5LYncqLyFWK+/IV2sY/ibupiE0+N1J/zDIq+1Y1OpaIIdzcPWg76ktigwcCEJ04TfMhid2pvIhcIZvVSuzMkUTtewuA9TXuInL0PM0MLRWeyWwm+uH3iGvwBFA8H9KWyXdhOZdrcDIpr1ReRK7AubwcNk3uQ3TKHABiI4bT/pFZmmBR5C+i7nme+DZvUmBzoU3WKg68E0PGqRNGx5JySOVF5DLOnDxO4jtdaJv5EwU2Fza0fJnoQa9pniKRi2jb82H2dP7oj9F4t5M59QaOHdppdCwpZ/TqK/I3kg9sJ2f6jTQu2Ekm3uy9eTbte48yOpaIQ2t+XW9O9ltCKv6E2VLwntOVPRtWGh1LyhGVF5FL2BW3HJ/PuxJqO06KKYAz/b6nWafbjY4l4hQimrTD9aFV7HepR1Uyifjhbjb98KHRsaScUHkRuYj4xe9Tb9kAqpDNPtcGuD+8ivDGbYyOJeJU/EPCqTlmFVu8O+JhKqDNxseJ+0SXUsu/p/Ii8hc2q5XY2U/TdvPTuJsK2VypE2FjVuEfFGZ0NBGn5F3ZjxZjlxAX2B+AqMPT2DhlAAX5FoOTiTNTeRH5Q77lHPH/vZvoI+8DEBc0gFZjF+FVycfgZCLOzcXVlahHPmB943EU2Uy0P7uUvZNiyDiTbnQ0cVIqLyJAxqkT7J/UhXYZyym0mVnf9Hmihk3XpdAipahDv2fYcf375No8aGZJ4Mx7N5CSuMfoWOKEVF6kwkvctZHsqZ1omr+NbJsXu278kA59njA6lki51PKm/hy/cyFpVKO2NRmvT29mx+9LjI4lTkblRSq0zT9+RuDXPahpO0GKKYCTfRfR4oY7jY4lUq7VbdERhq5iv2t9qpJFoxUDifvqNZ3IK1dM5UUqJGtREbEfPUHr2BElkyt6PbqWiKYdjI4mUiEE1IwgbOxq4n274GqyErX3DTZOGaApBeSKqLxIhZOdeYatk3oSnTwLgLiAvjR6YiVVawQbnEykYvH0rkyb0d8QV39syYm8h9++kfSUI0ZHEwen8iIVyrFDO0mffB2Rub+Tb3NlQ8tXiHp0Fq5u7kZHE6mQTGYzUQNeZFfn2WRQiYaFe7DOvIG98auMjiYOTOVFKoztaxdQeU4XaluTOElVEnt+S/veI42OJSIUTymQde8KDpvDCOA0EUv6sHHhVKNjiYNSeZFyz2a1EvfFBJr8fD9+5LDXtSE8tJqGbW8yOpqI/EVovWb4j/6VLd4dcTcV0i7hOeKmP0RhQb7R0cTB2LW8vPrqq3Ts2BFvb2+qVKlyRfsMHjwYk8l03hIVFWXPmFKOZWeeYdO7dxG1/x1cTDY2VOlO+OO/UCOkttHRROQiKvtWpeXj3xMbNgSAqLSv2ftWZ50HI+exa3nJz8+nT58+PPLII1e1X9euXTl+/HjJsnTpUjsllPIsced6Tk++hrZZP1NoMxPX8CnajfoCT69KRkcTkb9hdnEh+sFJbImeQo7Nk6b522DmdRoPRkq42vOLT5gwAYBPPvnkqvbz8PAgKCjIDomkotiw4D2aJ7yElymfNKpxuvsHRHWIMTqWiFyFyFsGkRTRkrS5A4mwHqHqivuI3fcwHQa+ptGvKziHPOdl9erVBAQE0KBBA4YOHUpaWtolt7VYLGRmZp63SMWVl5PFhsl3037rf/Ay5bPNsy2uj/5GIxUXEadUq0Ergh7/nQ1VuuNishF95H12vBXDmZPHjY4mBnK48tKtWze++OILVq1axaRJk9i4cSM33XQTFsvFZyCdOHEifn5+JUtYmGb/raiS9iWQOula2p9dSpHNRGz4MJo9uYJqATWNjiYi/4JXJR/aj/6KDS1fJs/mTotz8RRM68ie9SuMjiYGueryMn78+AtOqP3/S3x8/D8O1K9fP3r06EGzZs3o2bMny5YtY9++ffzwww8X3X7cuHFkZGSULMnJyf/4scV5bfrhQ6p/cQsR1sOkU4XdXeYQff8bOrQsUo607z2K1L7fk2SuSQCnqbe0H3Gfj9e0AhXQVZ/zMmLECPr37/+329SuXfuf5rlAcHAw4eHh7N+//6L3e3h44OHhUWqPJ87Fci6XhA+H0yF9Pphgp3tzAgd/QbOQcKOjiYgdRDTtQHbY72ya9QBtslYRdeBdtry9njpD5uBXrYbR8aSMXHV58ff3x9/f3x5ZLurUqVMkJycTHKyh2+V8R3ZvovC7IXQoOgRAbM37aTf4TY2WK1LOVfatSusx81j/3dtE7nyDyNx1pE6J5tgt79EkupvR8aQM2PWcl6SkJBISEkhKSqKoqIiEhAQSEhLIzs4u2aZRo0YsWLAAgOzsbJ544gliY2M5fPgwq1evpmfPnvj7+9O7d297RhUnYrNaifvqNQLn3kLdokOcwYet139I9NDJKi4iFYTJbKZD36c40nshx0yBBHGSRsvvJnbmSPIt54yOJ3Zm10ulX3jhBT799NOS25GRkQD88ssv3HDDDQDs3buXjIwMAFxcXNi+fTtz5szh7NmzBAcHc+ONN/L111/j4+Njz6jiJE6mHOb4nAeJOhcPJtjm2Y6QgR/RUh8TiVRI9Vt1IrvOejZ8/Cjtzy4lOmUOB978Hbc+HxLeqLXR8cROTDabzWZ0iNKUmZmJn58fGRkZ+Pr6Gh1HStGWHz+lduxzVCWLczY3tjZ5gvZ9nsJkdriL5kTEAJuXf0KduOeoQrZeI5zQ1bx/q7yIw8vOPMOuP/6qAjjgUld/VYnIRZ1MOUzqp/fT3LIZgK2e7ag5+GP8g2oZnEwu52rev1VHxaHt2fgTGe92oP3ZpVhtJmJDBlLrqXUqLiJyUTVCatP0qZ+Ia/gUFpsbLc9txOX9a9iy4nOjo0kp0pEXcUiWc7ls/vw52ifPxsVkI5UanNaVBCJyFQ7vjqfouyHULUoEYEPVHjQa9B6+VaobnEwuRkdexKnt2fgTqW+2J/rox7iYbMT7dsF79HoVFxG5KrUbtyX0yXXEBQ3AajPR/swPnJvcloSVXxodTf4lHXkRh5GTdZYdcx6nXdo8zCYbp/DjcPsJtOl+v9HRRMTJ7Vy3FL+VYwm1Fc+JtKnyDYTfOxX/IE0p4yh05EWczrZfviNrUls6nPwOs8nGxirdcBmxQcVFREpF047d8X8yntjggRTazLTJXo3b+x3YuHCqphdwQjryIoY6c/I4Bz8bSdvMlQCkmAI4deObNL9OgxKKiH0c2PobLB5FvaKDAGz3aE31/jMIiWhkcLKKTUdexOHZrFbiv5+JbVp72mauxGozERfYnyqPx6u4iIhd1Wt5LeFPxxJbZxTnbG40t2ymyifXEffFSxQVFhodT66AjrxImTt2aDfp3z5Gy7z1ACSaw8nvPpmGbW8yOJmIVDTJB7aT+c0jNM3fDsA+1waYbn2H+q06GZys4tEgdSovDikn6yzb5r5Im6Of424qJN/myqbaQ2hzzwTcPTyNjiciFZS1qIj4Bf+l8fY38THlYbWZiK/Wg7r936B6YKjR8SoMlReVF4dis1rZ9MMsam16nQBOA8WfMfv2nqTB5kTEYZxMOcyRuY/TNvMnADLxZleDR2lz11O4uXsYnK78U3lReXEYB7b+RsH3T9K4YBcAx0yBpEW/QKub79F8IyLikPasX4HrimdKTug9Yg4j84aXdT6enam8qLwY7nTaMQ7MfZq2p77HbLKRa/NgW8QQWvV7Dk+vSkbHExH5W0WFhWxa9B71t79DVTIB2OJ9DQF3TaJmncYGpyufVF5UXgyTbznH5nlv02TfNHzJBSDe92bC+r5JYGhdg9OJiFydjDPp7P7qWdqe+BZXkxWLzY3NoQNo3m88lX2rGh2vXFF5UXkpc0WFhWz+/n1qbp1CiO0EUDz7c0HMRBp3uMXgdCIi/86R3ZvIXPg4zS1bADiDL3vrD6FV78fx9K5scLryQeVF5aXMWIuKSFgxh+obJxFuTQYgnSocbDqKtr0fw8XV1eCEIiKlw2a1kvDTl/jHvkqYLQWANKqR2HQ4rW8fqZN6/yWVF5UXu7NZrWxb/R2Vfn+95KS2DCqxu86DtLzzKbwq+RicUETEPgoL8tm8eDq1tr9HEOlA8cUIKa1G07rHQ/qj7R9SeVF5saud65Zi/uXlkiuIcmyebKt1L03vfFZTzYtIhWE5l8uWBe9Sf+8HVCcDgMPmME63f4LImIG6ovIqqbyovJQ6m9XKno0rKVz1Os0tmwE4Z3MjIbgvDe98nqo1gg1OKCJijNzsDLbOe5MmibPxIweA/S71yIl6nBY39cPs4mJwQueg8qLyUmqKCgvZ+tPnVIqfTsPCvQAU2FzY7N+TOndOoEZIbWMDiog4iIwz6eya9yotk7/A22QB4Ig5lBNNh9Ci+0MaJuIyVF5UXv61vJwstn0/nZp7PibUlgqAxebG1mq3ULPnfzTOgYjIJZxOO8beBa/RLGUePqY8oPhChv2176ZJzzH4VQ80OKFjUnlRefnHTqcdY++Sd2iU/DVVyQKKT8TdFdqP+reOxT8ozOCEIiLOISvjNDuXTCHiwBwCOQVArs2D7QE9Cev+JCERjQxO6FhUXlRertqRPZtJXflfWqb/gKepAIAUUwBJDe6nRc/heFf2MzihiIhzKsi3sHX5x1Td+gF1ixIBKLKZSPC9gUrXj6Rh6xt1ci8qLyovVygn6yy7Vn6Kz+65NPrjyiGA/a71yWz9CC273Ierm7uBCUVEyg+b1cqO3xbB71NKLnwASDSHc6JeHxp2GVKhL35QeVF5uSSb1cq+zavJWPcxTU+tpJLpHACFNjPbK0Xhfu1ImkR11V8BIiJ2dHB7HKd/eofmZ1eVHO3Ot7my3eda3NsPpuk1t1W4q5RUXlReLnDm5HH2rvyQwAPfEmE9UrL+qCmY5Np3Ur/LQ/iHhBuYUESk4sk4k86eFR9Rfd/XJQN+AhynBodr3UFEl4cICqtnYMKyo/Ki8gJA5tlT7Pv1O8x7ltAsOxZ3UyFQPD7LDr8b8Ip6QEdZREQcxIGtv3Pq1w9pnL68ZGJbq83ETs9IcuvdSt1Ofcv1RRMqLxW4vJw6cZSDv32Lx/4faJy3GXdTUcl9B1zqcqphfxp1eQC/qv4GphQRkUs5l5vNjp8+x2vHFzTN31ay3mozsce9KZkRXQm/pi/B4Q0NTFn6VF4qWHlJTT7A4d++xidxGY0sO3Ax/e+/9Ig5jJTgmwno0Je6LToamFJERK7WsUM7Sfr1S6onr6BB4b7z7tvvUo9TYbcQHN2X8IatjAlYilReynl5yTx7isTNK8nbtxb/k3HnfU4Kf/mBjrqL8EatDUopIiKlKTVpP4d//+aif6gmmWtyvFoH3OpeR+02MVQLqGlg0n9G5aWclZe/lpXq6RuoU3DgvB/a8n4oUUREzvd3pwgAHDbX4kS1tk5VZhyivBw+fJiXX36ZVatWkZqaSkhICPfeey/PPfcc7u6XHjvEZrMxYcIEZs6cyZkzZ+jQoQPTpk2jadOmV/S4zl5e8i3nOHZgK6cObqHwWALVT8VfUFag+CqhlCptMEd0onb7HuX6JC4REbm0zLOnOLj+eywHfiXg1EbqWA9fsM2fZcYc0ooqEZGENWyNp3flsg/7N67m/dvVXiH27NmD1Wrlgw8+oF69euzYsYOhQ4eSk5PD22+/fcn93nzzTd555x0++eQTGjRowCuvvEKXLl3Yu3cvPj4+9opb5mxWK+mpSRzfG09u8lZc03dRLfsAoUXJRJiKiPjrxqbzy0pY6y6EhtYl1KjwIiLiMHyrVCfylkFwyyCgeGiMxM0/kX9gTUmZqW1NonZ6EqTPh23FI/wmuYSQ7l0PS/XGeIW2JKB+G4Jr1XeKK1DL9GOjt956ixkzZnDo0KGL3m+z2QgJCWH06NE8/fTTAFgsFgIDA3njjTd4+OGHL/sYjnLkJTc7g/SURDLTkshLT6bo7DFM2cdxz02lsiWNGkWpVCH7ovtm4s1Rtzpk+TXApVYHwlp3ITC0bhl/ByIiUh6UlJlDv1Pp7B5qWg5SjcyLbptt8+KEaxDZ7jU45xWE1ScEV78QPKuH4RsQTtXg2vj4VrVLwXGIIy8Xk5GRQbVq1S55f2JiIqmpqcTExJSs8/Dw4Prrr2fdunUXLS8WiwWLxVJyOzPz4v8h/9a5vBwSPnkcU2Ee5iIL5sI8XKwWXIrO4Wq14Ga14Gaz4G61UIkcfMml1mW+ZpHNxFGXUNIr1aOgehM8w1oQVL8NgaF1aeIEzVdERBxf1RrBVL3lPuC+knXpqckc3xdPTtJWXE7uolr2fsIKk6hsyqNyUSLkJUIecPrCr5dj8+SUS3UCn4rHw9O7zL6Pvyqz8nLw4EHee+89Jk2adMltUlNTAQgMPH+68MDAQI4cOXKxXZg4cSITJkwovaCXYDKZiDrx1VXtk2PzJN3Fn0y34gZbWCkIs19NPKqH4RNQm5r1mhPuVQmNaysiImXJPyjsj3Mle5esK8i3cOTgDjJSEzl3OpmijBRcslLwzDuBT/5JqllP4kcOlUznKLKeMay4wD8oL+PHj79sWdi4cSNt27YtuZ2SkkLXrl3p06cPQ4YMuexjmEym827bbLYL1v1p3LhxjB07tuR2ZmYmYWGlf/Kqu7snscH3gqsXuHlhcvPE7OaF2b14cfGohKu7N64eXnhW8qNaSAQ+ftWoVOpJRERESp+buwfhjdtA4zaX3CYvJ4v044fJPXsSIy+JueryMmLECPr37/+329SuXbvk3ykpKdx4441ER0czc+bMv90vKCgIKD4CExz8v5k109LSLjga8ycPDw88PDyuMP0/ZzKbiX54mt0fR0RExFF5VfIhrF5zo2NcfXnx9/fH3//KhpY/duwYN954I23atGH27NmYL3MeR0REBEFBQaxcuZLIyEgA8vPzWbNmDW+88cbVRhUREZFyyG5nhaakpHDDDTcQFhbG22+/zcmTJ0lNTS05r+VPjRo1YsGCBUDxx0WjR4/mtddeY8GCBezYsYPBgwfj7e3NPffcY6+oIiIi4kTsdsLuihUrOHDgAAcOHCA09PwRSf56dfbevXvJyMgouf3UU0+Rl5fHo48+WjJI3YoVK8rVGC8iIiLyz2l6ABERETHc1bx/azARERERcSoqLyIiIuJUVF5ERETEqai8iIiIiFNReRERERGnovIiIiIiTkXlRURERJyKyouIiIg4FZUXERERcSp2mx7AKH8OGJyZmWlwEhEREblSf75vX8nA/+WuvGRlZQEQFhZmcBIRERG5WllZWfj5+f3tNuVubiOr1UpKSgo+Pj6YTKZS/dqZmZmEhYWRnJyseZMuQc/R5ek5ujJ6ni5Pz9Hl6Tm6PEd5jmw2G1lZWYSEhGA2//1ZLeXuyIvZbL5gFuvS5uvrq1+Cy9BzdHl6jq6MnqfL03N0eXqOLs8RnqPLHXH5k07YFREREaei8iIiIiJOReXlKnh4ePDiiy/i4eFhdBSHpefo8vQcXRk9T5en5+jy9BxdnjM+R+XuhF0REREp33TkRURERJyKyouIiIg4FZUXERERcSoqLyIiIuJUVF6u0PTp04mIiMDT05M2bdrw66+/Gh3Joaxdu5aePXsSEhKCyWRi4cKFRkdyOBMnTqRdu3b4+PgQEBBAr1692Lt3r9GxHMqMGTNo0aJFyWBZ0dHRLFu2zOhYDm3ixImYTCZGjx5tdBSHMn78eEwm03lLUFCQ0bEczrFjx7j33nupXr063t7etGrVik2bNhkd67JUXq7A119/zejRo3nuuefYsmULnTp1olu3biQlJRkdzWHk5OTQsmVLpk6danQUh7VmzRqGDx9OXFwcK1eupLCwkJiYGHJycoyO5jBCQ0N5/fXXiY+PJz4+nptuuonbb7+dnTt3Gh3NIW3cuJGZM2fSokULo6M4pKZNm3L8+PGSZfv27UZHcihnzpzhmmuuwc3NjWXLlrFr1y4mTZpElSpVjI52WbpU+gp06NCB1q1bM2PGjJJ1jRs3plevXkycONHAZI7JZDKxYMECevXqZXQUh3by5EkCAgJYs2YN1113ndFxHFa1atV46623ePDBB42O4lCys7Np3bo106dP55VXXqFVq1ZMnjzZ6FgOY/z48SxcuJCEhASjozisZ555ht9//90pP0nQkZfLyM/PZ9OmTcTExJy3PiYmhnXr1hmUSsqDjIwMoPjNWS5UVFTE3LlzycnJITo62ug4Dmf48OH06NGDm2++2egoDmv//v2EhIQQERFB//79OXTokNGRHMrixYtp27Ytffr0ISAggMjISGbNmmV0rCui8nIZ6enpFBUVERgYeN76wMBAUlNTDUolzs5mszF27FiuvfZamjVrZnQch7J9+3YqV66Mh4cHw4YNY8GCBTRp0sToWA5l7ty5bN68WUd+/0aHDh2YM2cOP/74I7NmzSI1NZWOHTty6tQpo6M5jEOHDjFjxgzq16/Pjz/+yLBhwxg1ahRz5swxOtpllbtZpe3FZDKdd9tms12wTuRKjRgxgm3btvHbb78ZHcXhNGzYkISEBM6ePcu8efMYNGgQa9asUYH5Q3JyMo899hgrVqzA09PT6DgOq1u3biX/bt68OdHR0dStW5dPP/2UsWPHGpjMcVitVtq2bctrr70GQGRkJDt37mTGjBkMHDjQ4HR/T0deLsPf3x8XF5cLjrKkpaVdcDRG5EqMHDmSxYsX88svvxAaGmp0HIfj7u5OvXr1aNu2LRMnTqRly5b897//NTqWw9i0aRNpaWm0adMGV1dXXF1dWbNmDVOmTMHV1ZWioiKjIzqkSpUq0bx5c/bv3290FIcRHBx8wR8FjRs3doqLUVReLsPd3Z02bdqwcuXK89avXLmSjh07GpRKnJHNZmPEiBHMnz+fVatWERERYXQkp2Cz2bBYLEbHcBidO3dm+/btJCQklCxt27ZlwIABJCQk4OLiYnREh2SxWNi9ezfBwcFGR3EY11xzzQXDNezbt4/w8HCDEl05fWx0BcaOHct9991H27ZtiY6OZubMmSQlJTFs2DCjozmM7OxsDhw4UHI7MTGRhIQEqlWrRq1atQxM5jiGDx/Ol19+yaJFi/Dx8Sk5mufn54eXl5fB6RzDs88+S7du3QgLCyMrK4u5c+eyevVqli9fbnQ0h+Hj43PBeVKVKlWievXqOn/qL5544gl69uxJrVq1SEtL45VXXiEzM5NBgwYZHc1hjBkzho4dO/Laa6/Rt29fNmzYwMyZM5k5c6bR0S7PJldk2rRptvDwcJu7u7utdevWtjVr1hgdyaH88ssvNuCCZdCgQUZHcxgXe34A2+zZs42O5jAeeOCBkt+zGjVq2Dp37mxbsWKF0bEc3vXXX2977LHHjI7hUPr162cLDg62ubm52UJCQmx33HGHbefOnUbHcjhLliyxNWvWzObh4WFr1KiRbebMmUZHuiIa50VEREScis55EREREaei8iIiIiJOReVFREREnIrKi4iIiDgVlRcRERFxKiovIiIi4lRUXkRERMSpqLyIiIiIU1F5EREREaei8iIiIiJOReVFREREnIrKi4iIiDiV/wMkrc4fakliFgAAAABJRU5ErkJggg==", + "image/png": 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -97,7 +91,11 @@ ], "source": [ "vals, vecs = np.linalg.eigh(hamiltonians_0)\n", - "plt.plot(ks, vals)\n", + "plt.plot(ks, vals, c='k')\n", + "plt.xticks([0, np.pi, 2 * np.pi], ['$0$', '$\\pi$', '$2\\pi$'])\n", + "plt.xlim(0, 2 * np.pi)\n", + "plt.ylabel('$E - E_F$')\n", + "plt.xlabel('$k / a$')\n", "plt.show()" ] }, @@ -111,38 +109,30 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "id": "41bd9f60-8f29-4e7c-a0c4-a0bbf66445b2", "metadata": {}, "outputs": [], "source": [ "def compute_gap(\n", - " H_int,\n", - " ks,\n", - " ks_dense,\n", - " hamiltonians_0=hamiltonians_0,\n", - " filling=2,\n", - " tol=1e-5,\n", - " mixing=0.01,\n", - " order=10,\n", - " guess=None\n", + " tb_model,\n", + " int_model,\n", + " nk,\n", + " nk_dense,\n", + " filling=2\n", "):\n", " # Generate guess on the same grid\n", - " if guess is None:\n", - " guess = utils.generate_guess(ks, hopping_vecs, ndof=hamiltonians_0.shape[-1], scale=1)\n", - " else:\n", - " guess += np.max(guess) * utils.generate_guess(ks, hopping_vecs, ndof=hamiltonians_0.shape[-1], scale=0.1)\n", + " guess = utils.generate_guess(nk, tb_model, int_model, scale=1)\n", "\n", " # Find groundstate Hamiltonian on the same grid\n", - " hk = hf.find_groundstate_ham(\n", - " H_int=H_int,\n", + " mf_model = hf.find_groundstate_ham(\n", + " int_model=int_model,\n", " filling=filling,\n", - " hamiltonians_0=hamiltonians_0,\n", - " tol=tol,\n", + " tb_model=tb_model,\n", " guess=guess,\n", - " mixing=mixing,\n", - " order=order,\n", + " nk=nk\n", " )\n", + " hk = utils.kgrid_hamiltonian(nk_dense, mf_model)\n", " # Diagonalize groundstate Hamiltonian\n", " vals, vecs = np.linalg.eigh(hk)\n", " # Extract dense-grid Fermi energy\n", @@ -170,7 +160,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 10, "id": "32b9e7c5-db12-44f9-930c-21e5494404b8", "metadata": { "tags": [] @@ -179,27 +169,21 @@ "source": [ "def compute_phase_diagram(\n", " Us,\n", - " ks,\n", - " tol=1e-6,\n", - " mixing=0.01,\n", - " order=10,\n", + " nk,\n", + " nk_dense,\n", "):\n", - " # onsite interactions\n", - " v_int = np.block(\n", - " [[np.ones((2, 2)), np.zeros((2, 2))], [np.zeros((2, 2)), np.ones((2, 2))]]\n", - " )\n", - " v_int = np.array([v_int for k in ks])\n", " gap = []\n", " vals = []\n", " for U in tqdm(Us):\n", - " H_int = U * v_int\n", + " # onsite interactions\n", + " int_model = {\n", + " (0,) : U * np.kron(np.ones((2, 2)), np.eye(2))\n", + " }\n", " _gap, _vals = compute_gap(\n", - " H_int=H_int,\n", - " ks=ks,\n", - " ks_dense=ks_dense,\n", - " tol=tol,\n", - " mixing=mixing,\n", - " order=order,\n", + " tb_model=tb_model,\n", + " int_model=int_model,\n", + " nk=nk,\n", + " nk_dense=nk_dense,\n", " )\n", " gap.append(_gap)\n", " vals.append(_vals)\n", @@ -208,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "id": "6a8c08a9-7e31-420b-b6b4-709abfb26793", "metadata": { "tags": [] @@ -218,19 +202,20 @@ "name": "stderr", "output_type": "stream", "text": [ - "100%|██████████| 20/20 [00:01<00:00, 16.20it/s]\n" + "100%|██████████| 20/20 [00:00<00:00, 28.03it/s]\n" ] } ], "source": [ "# Interaction strengths\n", - "Us = np.linspace(0, 3, 20, endpoint=True)\n", - "gap, vals = compute_phase_diagram(Us, ks=ks)" + "Us = np.linspace(0, 2, 20, endpoint=True)\n", + "nk, nk_dense=20, 200\n", + "gap, vals = compute_phase_diagram(Us=Us, nk=nk, nk_dense=nk_dense)" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 12, "id": "e17fc96c-c463-4e1f-8250-c254d761b92a", "metadata": {}, "outputs": [], @@ -242,7 +227,7 @@ " vals=([\"Us\", \"ks\", \"n\"], vals),\n", " gap=([\"Us\"], gap)\n", " ),\n", - " coords=dict(Us=Us, ks=ks, n=np.arange(vals.shape[-1])),\n", + " coords=dict(Us=Us, ks=np.linspace(0, 2 * np.pi, nk_dense), n=np.arange(vals.shape[-1])),\n", ")" ] }, @@ -256,13 +241,13 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "id": "868cf368-45a0-465e-b042-6182ff8b6998", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 640x480 with 2 Axes>" ] @@ -272,21 +257,24 @@ } ], "source": [ - "ds.vals.plot.scatter(x='ks', hue='Us', ec=None)\n", + "ds.vals.plot.scatter(x='ks', hue='Us', ec=None, s=5)\n", "plt.axhline(0, ls='--', c='k')\n", "plt.xticks([0, np.pi, 2 * np.pi], ['$0$', '$\\pi$', '$2\\pi$'])\n", + "plt.xlim(0, 2 * np.pi)\n", + "plt.ylabel('$E - E_F$')\n", + "plt.xlabel('$k / a$')\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 14, "id": "ac2eb725-f3bd-4d5b-a509-85d0d0071958", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -303,7 +291,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 13, "id": "0cb395cd-84d1-49b4-89dd-da7a2d09c8d0", "metadata": {}, "outputs": [], -- GitLab