Newer
Older
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "cb509096-42c6-4a45-8dc4-a8eed3116e67",
"metadata": {
"tags": []
},

Johanna Zijderveld
committed
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n",
"Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n"
]
},
{
"ename": "ImportError",
"evalue": "cannot import name 'utils' from 'codes' (/Users/rzijderveld/kwant-scf/examples/codes/__init__.py)",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[1], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mnumpy\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mnp\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mcodes\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m utils, model, interface, solvers\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtqdm\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m tqdm\n",
"\u001b[0;31mImportError\u001b[0m: cannot import name 'utils' from 'codes' (/Users/rzijderveld/kwant-scf/examples/codes/__init__.py)"
]
}
],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from codes import utils, model, interface, solvers\n",
"from tqdm import tqdm"
]
},
{
"cell_type": "markdown",
"id": "396d935c-146e-438c-878b-04ed70aa6d63",
"metadata": {},
"source": [
"To simulate infinite systems, we provide the corresponding tight-binding model.\n",
"\n",
"We exemplify this construction by computing the ground state of an infinite spinful chain with onsite interactions.\n",
"\n",
"Because the ground state is an antiferromagnet, so we must build a two-atom cell. We name the two sublattices, $A$ and $B$. The Hamiltonian in is:\n",
"$$\n",
"H_0 = \\sum_i c_{i, B}^{\\dagger}c_{i, A} + c_{i, A}^{\\dagger}c_{i+1, B} + h.c.\n",
"$$\n",
"We write down the spinful by simply taking $H_0(k) \\otimes \\mathbb{1}$."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5529408c-fb7f-4732-9a17-97b0718dab29",
"metadata": {},
"outputs": [],
"source": [
"hopp = np.kron(np.array([[0, 1], [0, 0]]), np.eye(2))\n",
"h_0 = {(0,): hopp + hopp.T.conj(), (1,): hopp, (-1,): hopp.T.conj()}"
]
},
{
"cell_type": "markdown",
"id": "050f5435-6699-44bb-b31c-8ef3fa2264d4",
"metadata": {},
"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."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "b39a2976-7c35-4670-83ef-12157bd3fc0e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Set number of k-points\n",
"nk = 100\n",

Johanna Zijderveld
committed
"# model2hk is dead, use tb2khamvector instead\n",
"hk = utils.model2hk(h_0=h_0)\n",
"# Compute Hamiltonian on the corresponding k-point grid\n",

Johanna Zijderveld
committed
"#kgrid_hamiltonian is deprecated, use kfunc2kham instead\n",
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
"hamiltonians_0, ks = utils.kgrid_hamiltonian(nk=nk, hk=hk, dim=1, return_ks=True)\n",
"# Perform diagonalization\n",
"vals, vecs = np.linalg.eigh(hamiltonians_0)\n",
"# Plot data\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()"
]
},
{
"cell_type": "markdown",
"id": "6ec53b08-053b-4aad-87a6-525dd7f61687",
"metadata": {},
"source": [
"Here, in the workflow to find the ground state, we use a helper function to build the initial guess. because we don't need a dense k-point grid in the self-consistent loop, we compute the spectrum later on a denser k-point grid."
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "41bd9f60-8f29-4e7c-a0c4-a0bbf66445b2",
"metadata": {},
"outputs": [],
"source": [
"from scipy import optimize\n",
"def compute_gap(model, nk, nk_dense, filling=2):\n",
" # Find groundstate Hamiltonian on the same grid\n",
" mf_model = interface.find_groundstate_ham(\n",
" model,\n",
" filling=filling,\n",
" nk=nk,\n",
" solver=solvers.rspace_solver,\n",
" cost_function=solvers.real_space_cost,\n",
" optimizer_kwargs={'M':0, 'w0':0.1}\n",
" )\n",
" # Generate Hamiltonian on a denser k-point grid\n",

Johanna Zijderveld
committed
" #kgrid_hamiltonian is deprecated, use kfunc2kham instead\n",
" #model2hk is dead use tb2khamvector instead\n",
" mf_k = utils.kgrid_hamiltonian(\n",
" nk=nk_dense, hk=utils.model2hk(h_0=mf_model), dim=model.dim\n",
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
" )\n",
" # Diagonalize groundstate Hamiltonian\n",
" vals, _ = np.linalg.eigh(mf_k)\n",
" # Extract dense-grid Fermi energy\n",
" E_F = utils.get_fermi_energy(vals, filling)\n",
" gap = utils.calc_gap(vals, E_F)\n",
" return gap, vals - E_F"
]
},
{
"cell_type": "markdown",
"id": "dc59e440-1289-4735-9ae8-b04d0d13c94a",
"metadata": {},
"source": [
"Finally, we compute the eigen0alues for a set of Ualues of $U$. For this case, since the interaction is onsite only, the interaction matrix is simply\n",
"$$\n",
"H_{int} =\n",
"\\left(\\begin{array}{cccc}\n",
" U & U & 0 & 0\\\\\n",
" U & U & 0 & 0\\\\\n",
" 0 & 0 & U & U\\\\\n",
" 0 & 0 & U & U\n",
"\\end{array}\\right)~.\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "32b9e7c5-db12-44f9-930c-21e5494404b8",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"def compute_phase_diagram(\n",
" Us,\n",
" nk,\n",
" nk_dense,\n",
"):\n",
" gap = []\n",
" vals = []\n",
" for U in tqdm(Us):\n",
" # onsite interactions\n",
" (0,): U * np.kron(np.ones((2, 2)), np.eye(2)),\n",
" }\n",
" full_model = model.Model(h_0=h_0, h_int=h_int)\n",
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
" _gap, _vals = compute_gap(\n",
" model=full_model,\n",
" nk=nk,\n",
" nk_dense=nk_dense,\n",
" )\n",
" gap.append(_gap)\n",
" vals.append(_vals)\n",
" return np.asarray(gap, dtype=float), np.asarray(vals)"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "6a8c08a9-7e31-420b-b6b4-709abfb26793",
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|██████████| 20/20 [00:32<00:00, 1.63s/it]\n"
]
}
],
"source": [
"# Interaction strengths\n",
"Us = np.linspace(0.5, 10, 20, endpoint=True)\n",
"nk, nk_dense = 40, 100\n",
"gap, vals = compute_phase_diagram(Us=Us, nk=nk, nk_dense=nk_dense)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "e17fc96c-c463-4e1f-8250-c254d761b92a",
"metadata": {},
"outputs": [],
"source": [
"import xarray as xr\n",
"\n",
"ds = xr.Dataset(\n",
" data_vars=dict(vals=([\"Us\", \"ks\", \"n\"], vals), gap=([\"Us\"], gap)),\n",
" coords=dict(\n",
" Us=Us,\n",
" ks=np.linspace(0, 2 * np.pi, nk_dense),\n",
" n=np.arange(vals.shape[-1])\n",
" ),\n",
")"
]
},
{
"cell_type": "markdown",
"id": "5a87dcc1-208b-4602-abad-a870037ec95f",
"metadata": {},
"source": [
"\n",
"We observe that as the interaction strength increases, a gap opens due to the antiferromagnetic ordering."
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "868cf368-45a0-465e-b042-6182ff8b6998",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"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": "markdown",
"id": "0761ed33-c1bb-4f12-be65-cb68629f58b9",
"metadata": {},
"source": [
"The Hartree-Fock dispersion should follow (see [these notes](https://www.cond-mat.de/events/correl11/manuscript/Lechermann.pdf))\n",
"$$\n",
"\\epsilon_{HF}^{\\sigma}(\\mathbf{k}) = \\epsilon(\\mathbf{k}) + U \\left(\\frac{n}{2} + \\sigma m\\right)\n",
"$$\n",
"where $m=(\\langle n_{i\\uparrow} \\rangle - \\langle n_{i\\downarrow} \\rangle) / 2$ is the magnetization per atom and $n = \\sum_i \\langle n_i \\rangle$ is the total number of atoms per cell. Thus, for the antiferromagnetic groundstate, $m=1/2$ and $n=2$. The gap thus should be $\\Delta=U$. And we can confirm it indeed follows the expected trend."
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "ac2eb725-f3bd-4d5b-a509-85d0d0071958",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ds.gap.plot()\n",
"plt.plot(ds.Us, ds.Us)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "06e0d356-558e-40e3-8287-d7d2e0bee8cd",
"metadata": {},
"source": [
"We can also fit "
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "5499ea62-cf1b-4a13-8191-ebb73ea38704",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(1.00497633)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds.gap.polyfit(dim=\"Us\", deg=1).polyfit_coefficients[0].data"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "0cb395cd-84d1-49b4-89dd-da7a2d09c8d0",
"metadata": {},
"outputs": [],
"source": [
"ds.to_netcdf(\"./data/1d_hubbard_example.nc\")"
]
}
],
"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",
"version": "3.11.6"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}