{ "cells": [ { "cell_type": "markdown", "id": "139bec14", "metadata": {}, "source": [ "# Correlation Functions and Coarsening Dynamics\n", "\n", "Spatial correlations and coarsening dynamics are two sides of the same coin. The equilibrium correlation function $G(r) = \\langle \\vec{s}_0 \\cdot \\vec{s}_r \\rangle$ encodes the spatial structure of the ordered or disordered phase at a given temperature. When a system is suddenly quenched from a disordered initial condition into the ordered regime, a characteristic coarsening length scale $R(t)$ grows with Monte Carlo time according to power laws that characterize the non-equilibrium dynamic universality class [[1]](#Bibliography) [[2]](#Bibliography). For the Ising model, $R(t)$ measures the size of sharp Bloch-wall domains. For the XY model, it tracks the spacing between annihilating vortex-antivortex pairs rather than any sharp domain boundary.\n", "\n", "This notebook presents both topics side by side for the three VibeSpin models (Ising, XY, and $q$-state clock), connecting the equilibrium correlation structure in Part I to the non-equilibrium coarsening dynamics in Part II. Part I loads or computes equilibrium $G(r)$ at representative temperatures. Part II loads or computes ordering kinetics traces showing how the coarsening length scale $R(t)$ evolves after a quench, with power-law fits that extract the growth exponent. The setup cell below imports the required libraries and defines the physical constants and color palette used throughout." ] }, { "cell_type": "code", "execution_count": 56, "id": "a042b623", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "T_c (Ising, exact) = 2.2692\n", "T_BKT (XY, theoretical) = 0.893\n", "Repository root: /workspaces/vibespin\n" ] } ], "source": [ "from __future__ import annotations\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from models.ising_model import IsingSimulation\n", "from models.xy_model import XYSimulation\n", "from models.clock_model import ClockSimulation\n", "from utils.equilibration import convergence_equilibrate\n", "from utils.observables import get_averaged_correlation\n", "\n", "\n", "def _find_repo_root() -> Path:\n", " cwd = Path.cwd().resolve()\n", " for candidate in (cwd, *cwd.parents):\n", " if (candidate / 'pyproject.toml').exists() and (candidate / 'results').exists():\n", " return candidate\n", " return cwd\n", "\n", "\n", "REPO_ROOT = _find_repo_root()\n", "TC_ISING = 2.0 / np.log(1.0 + np.sqrt(2.0))\n", "T_BKT = 0.893\n", "\n", "PALETTE = {\n", " 'ising': '#4878CF',\n", " 'xy': '#6ACC65',\n", " 'clock': '#EE854A',\n", " 'ferro': '#4878CF',\n", " 'crit': '#D65F5F',\n", " 'para': '#6ACC65',\n", "}\n", "\n", "plt.rcParams['figure.dpi'] = 120\n", "\n", "print(f'T_c (Ising, exact) = {TC_ISING:.4f}')\n", "print(f'T_BKT (XY, theoretical) = {T_BKT}')\n", "print(f'Repository root: {REPO_ROOT}')" ] }, { "cell_type": "markdown", "id": "9cde630b", "metadata": {}, "source": [ "---\n", "\n", "## Part I: Equilibrium Correlation Functions\n", "\n", "The equilibrium spin-spin correlation function is computed via the structure-factor route: the Fourier transform of the spin field yields $S(\\mathbf{k})$, and radial averaging of the inverse transform gives $G(r)$ normalized to $G(0) = 1$. This Wiener-Khinchin approach avoids $O(N^2)$ real-space pair counting.\n", "\n", "### Ising Correlations\n", "\n", "The Ising model has three qualitatively different correlation regimes. In the ferromagnetic phase ($T < T_c$) correlations saturate to a long-range plateau. At the critical point ($T = T_c$) the decay is algebraic: $G(r) \\sim r^{-\\eta}$ with the exact exponent $\\eta = 1/4$ [[3]](#Bibliography). In the paramagnetic phase ($T > T_c$) the decay is exponential with a correlation length $\\xi(T)$ that diverges as $T \\to T_c^+$." ] }, { "cell_type": "code", "execution_count": 80, "id": "ca7a99c5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded Ising correlations from cache\n" ] } ], "source": [ "ising_corr_cache = REPO_ROOT / 'results' / 'ising' / 'correlation_comparison.npz'\n", "ising_corr_loaded = False\n", "\n", "\n", "def _compute_ising_correlations(\n", " *,\n", " size: int = 128,\n", " total_steps: int = 2_000,\n", " sample_interval: int = 20,\n", " eq_probe: int = 150,\n", " eq_max: int = 6_000,\n", ") -> dict:\n", " temps = {\n", " 'ferro': 0.5 * TC_ISING,\n", " 'crit': TC_ISING,\n", " 'para': 1.5 * TC_ISING,\n", " }\n", " result = {}\n", " for label, t in temps.items():\n", " sim_r = IsingSimulation(size=size, temp=float(t), update='checkerboard', init_state='random', seed=500)\n", " sim_o = IsingSimulation(size=size, temp=float(t), update='checkerboard', init_state='ordered', seed=500)\n", " convergence_equilibrate(sim_r, sim_o, chunk_size=eq_probe, max_steps=eq_max)\n", " r, G = get_averaged_correlation(sim=sim_r, total_steps=total_steps, sample_interval=sample_interval)\n", " result[label] = (np.asarray(r, dtype=float), np.asarray(G, dtype=float), float(t))\n", " return result\n", "\n", "\n", "if ising_corr_cache.exists():\n", " d = np.load(ising_corr_cache)\n", " if all(k in d.files for k in ('r', 'G_ferro', 'G_crit', 'G_para', 'T_ferro', 'T_crit', 'T_para')):\n", " r_ising = np.asarray(d['r'], dtype=float)\n", " ising_corr = {\n", " 'ferro': (r_ising, np.asarray(d['G_ferro'], dtype=float), float(d['T_ferro'])),\n", " 'crit': (r_ising, np.asarray(d['G_crit'], dtype=float), float(d['T_crit'])),\n", " 'para': (r_ising, np.asarray(d['G_para'], dtype=float), float(d['T_para'])),\n", " }\n", " ising_corr_source = f'Loaded Ising correlations from cache'\n", " ising_corr_loaded = True\n", "\n", "if not ising_corr_loaded:\n", " ising_corr = _compute_ising_correlations()\n", " ising_corr_source = 'Computed fallback Ising correlations (L=128)'\n", "\n", "print(ising_corr_source)\n" ] }, { "cell_type": "markdown", "id": "2ed49579", "metadata": {}, "source": [ "The log-log plot below shows $G(r)$ at the three representative Ising temperatures. The critical curve should appear approximately straight with slope $-1/4$." ] }, { "cell_type": "code", "execution_count": 81, "id": "66131b92", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7.5, 5))\n", "\n", "for label, (r, G, t) in ising_corr.items():\n", " mask = (r > 0) & (G > 1e-4)\n", " regime = {'ferro': 'Ferro', 'crit': 'Critical', 'para': 'Para'}[label]\n", " ax.loglog(r[mask], G[mask], 'o-', ms=3, lw=1.5, color=PALETTE[label],\n", " label=rf'{regime} ($T = {t:.3f}$)')\n", "\n", "# Anchor the r^{-1/4} reference to the critical data near r=2\n", "r_c, G_c = ising_corr['crit'][:2]\n", "mask_c = (r_c > 0) & (G_c > 0)\n", "r_c_valid, G_c_valid = r_c[mask_c], G_c[mask_c]\n", "if len(r_c_valid) >= 2:\n", " # Use the point at index 1 (r ~ first positive separation) for anchoring\n", " r_ref = float(r_c_valid[1])\n", " pre_guide = float(G_c_valid[1]) * r_ref ** 0.25\n", " r_guide = np.geomspace(r_c_valid[0], r_c_valid[-1] * 0.55, 60)\n", " ax.loglog(r_guide, pre_guide * r_guide ** (-0.25), '--', color='0.4', lw=1.0,\n", " label=r'$r^{-1/4}$ guide')\n", "\n", "ax.set_xlabel('Distance $r$ (lattice units)')\n", "ax.set_ylabel('$G(r)$')\n", "ax.set_title('Ising model: equilibrium correlation function')\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2a25eb20", "metadata": {}, "source": [ "In the ferromagnetic phase $G(r)$ saturates to a nonzero plateau set by the square of the spontaneous magnetization; the flat curve at $T = 0.5\\,T_c$ extends to the largest separations accessible at $L = 128$, consistent with long-range order. At the critical temperature the data follows the $r^{-1/4}$ guide over roughly a decade of separations, confirming algebraic decay with the exact Ising exponent $\\eta = 1/4$ [[3]](#Bibliography). The paramagnetic curve bends sharply away from the guide on log-log axes and decays exponentially with a short correlation length. Finite-size effects compress the plateau and cause the critical curve to dip slightly below the guide at the largest separations, an artefact of the periodic boundary conditions rather than a physical deviation from the power law." ] }, { "cell_type": "markdown", "id": "029b8b1d", "metadata": {}, "source": [ "### XY Correlations\n", "\n", "The XY model exhibits algebraic correlations $G(r) \\sim r^{-\\eta(T)}$ throughout the quasi-ordered phase below the Berezinskii-Kosterlitz-Thouless transition at $T_{\\mathrm{BKT}} \\approx 0.893$. Spin-wave theory gives the exact temperature dependence of the anomalous dimension in this phase: $\\eta(T) = T / (2\\pi J)$, so the exponent increases continuously from near zero deep in the ordered regime to $\\eta(T_{\\mathrm{BKT}}) = 1/4$ at the transition itself [[4]](#Bibliography). At $T = 0.4$, the lower temperature used below, this formula predicts $\\eta \\approx 0.064$, meaning $G(r)$ should decay very slowly as a barely visible downward slope on log-log axes. Above $T_{\\mathrm{BKT}}$ unbound vortex-antivortex pairs proliferate, the spin stiffness drops to zero, and the correlation function crosses over to exponential decay with a finite correlation length. The cell below loads precomputed $G(r)$ data at $T = 0.4$ and $T = 1.5$, falling back to an in-kernel short run if the cache is absent." ] }, { "cell_type": "code", "execution_count": 78, "id": "29f77da0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded XY correlations from cache\n" ] } ], "source": [ "xy_corr_cache = REPO_ROOT / 'results' / 'xy' / 'correlation_comparison.npz'\n", "xy_corr_loaded = False\n", "\n", "\n", "def _compute_xy_correlations(\n", " *,\n", " size: int = 40,\n", " total_steps: int = 1_500,\n", " sample_interval: int = 15,\n", " eq_probe: int = 150,\n", " eq_max: int = 6_000,\n", ") -> dict:\n", " temps = {'low': 0.5 * T_BKT, 'high': 1.5 * T_BKT}\n", " result = {}\n", " for label, t in temps.items():\n", " sim_r = XYSimulation(size=size, temp=float(t), update='checkerboard', init_state='random', seed=510)\n", " sim_o = XYSimulation(size=size, temp=float(t), update='checkerboard', init_state='ordered', seed=510)\n", " convergence_equilibrate(sim_r, sim_o, chunk_size=eq_probe, max_steps=eq_max)\n", " r, G = get_averaged_correlation(sim=sim_r, total_steps=total_steps, sample_interval=sample_interval)\n", " result[label] = (np.asarray(r, dtype=float), np.asarray(G, dtype=float), float(t))\n", " return result\n", "\n", "\n", "if xy_corr_cache.exists():\n", " d = np.load(xy_corr_cache)\n", " if all(k in d.files for k in ('r_low', 'G_low', 'r_high', 'G_high')):\n", " T_LOW_XY = float(d['T_low']) if 'T_low' in d.files else 0.5 * T_BKT\n", " T_HIGH_XY = float(d['T_high']) if 'T_high' in d.files else 1.5 * T_BKT\n", " xy_corr = {\n", " 'low': (np.asarray(d['r_low'], dtype=float), np.asarray(d['G_low'], dtype=float), T_LOW_XY),\n", " 'high': (np.asarray(d['r_high'], dtype=float), np.asarray(d['G_high'], dtype=float), T_HIGH_XY),\n", " }\n", " xy_corr_source = 'Loaded XY correlations from cache'\n", " xy_corr_loaded = True\n", "\n", "if not xy_corr_loaded:\n", " xy_corr = _compute_xy_correlations()\n", " xy_corr_source = 'Computed fallback XY correlations (L=40)'\n", "\n", "print(xy_corr_source)" ] }, { "cell_type": "code", "execution_count": 79, "id": "57ea9cce", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7.5, 5))\n", "\n", "# Determine r cutoff: L/4 avoids periodic-boundary wrap-around artifacts.\n", "r_sample = xy_corr['low'][0]\n", "L_xy = int(2 * r_sample[-1]) if len(r_sample) > 0 else 128\n", "r_max_xy = L_xy // 4\n", "\n", "for label, (r, G, t) in xy_corr.items():\n", " mask = (r > 0) & (r <= r_max_xy) & (G > 1e-4)\n", " color = PALETTE['ferro'] if label == 'low' else PALETTE['crit']\n", " regime = 'Below' if label == 'low' else 'Above'\n", " ax.loglog(r[mask], G[mask], 'o-', ms=3, lw=1.5, color=color,\n", " label=rf'{regime} $T_{{\\mathrm{{BKT}}}}$ ($T = {t:.3f}$)')\n", "\n", "# Power-law fit on the low-T data in the mid-range window.\n", "r_low, G_low = xy_corr['low'][:2]\n", "mask_low = (r_low > 0) & (r_low <= r_max_xy) & (G_low > 1e-4)\n", "r_low_v, G_low_v = r_low[mask_low], G_low[mask_low]\n", "if len(r_low_v) >= 4:\n", " fit_sel = (r_low_v >= 2) & (r_low_v <= r_low_v[-1] * 0.6)\n", " if np.sum(fit_sel) >= 3:\n", " log_r_fit = np.log(r_low_v[fit_sel])\n", " log_G_fit = np.log(G_low_v[fit_sel])\n", " eta_fit, log_A = np.polyfit(log_r_fit, log_G_fit, 1)\n", " eta_display = -eta_fit\n", " r_lo = r_low_v[fit_sel][0] * 0.8\n", " r_hi = r_low_v[fit_sel][-1] * 1.3\n", " r_guide = np.geomspace(r_lo, r_hi, 60)\n", " ax.loglog(r_guide, np.exp(log_A) * r_guide ** eta_fit, '--',\n", " color='0.4', lw=1.2,\n", " label=rf'$r^{{-\\eta}}$ fit ($\\eta = {eta_display:.2f}$)')\n", "\n", "ax.set_xlabel('Distance $r$ (lattice units)')\n", "ax.set_ylabel('$G(r)$')\n", "ax.set_title('XY model: equilibrium correlation function')\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "0246d59d", "metadata": {}, "source": [ "The low-temperature curve at $T = 0.4$ is nearly flat on log-log axes, with the fitted exponent $\\eta \\approx 0.07$ close to the spin-wave prediction $\\eta = T/(2\\pi) \\approx 0.064$. This confirms algebraic quasi-long-range order: $G(r)$ decays as a power law but so gently that the correlations remain substantial even at separations of order $L/4$. The high-temperature curve at $T = 1.5$ bends sharply downward, consistent with exponential decay above $T_{\\mathrm{BKT}}$; no straight-line regime survives on the log-log plot. The contrast between the two curves illustrates the BKT mechanism: below the transition, vortex-antivortex pairs are bound and the system retains algebraic order, while above it unbound vortices destroy long-range coherence and correlations decay on a finite length scale." ] }, { "cell_type": "markdown", "id": "0cb86fac", "metadata": {}, "source": [ "### Clock Model Correlations\n", "\n", "The $q$-state clock model restricts spin orientations to $q$ evenly spaced angles $\\theta_k = 2\\pi k / q$, interpolating between the Ising model ($q = 2$) and the XY model ($q \\to \\infty$). For $q \\geq 5$ the model exhibits two distinct Kosterlitz-Thouless transitions at temperatures $T_1 < T_2$, yielding three correlation regimes [[5]](#Bibliography). Below $T_1$ the system has true long-range order and $G(r)$ saturates to a nonzero plateau, structurally identical to the Ising ferromagnetic phase. Between $T_1$ and $T_2$ the discrete anisotropy is irrelevant at long wavelengths and the model flows to the XY fixed point, producing algebraic quasi-long-range order with $G(r) \\sim r^{-\\eta(T)}$. For $q = 6$ the exponent is bounded by $\\eta(T_1) = 4/q^2 = 1/9 \\approx 0.111$ at the lower transition and $\\eta(T_2) = 1/4$ at the upper transition, and follows the same spin-wave formula $\\eta(T) \\approx T/(2\\pi J)$ as the XY model in between. At the representative quasi-ordered temperature $T = 0.8$ used below, this gives an expected $\\eta \\approx 0.13$. Above $T_2$ correlations decay exponentially. The cell below loads or computes $G(r)$ for the $q = 6$ clock model at three representative temperatures: $T = 0.5$ (ordered), $T = 0.8$ (quasi-ordered), and $T = 1.2$ (disordered)." ] }, { "cell_type": "code", "execution_count": 82, "id": "22c413d5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded clock correlations from cache\n" ] } ], "source": [ "clock_corr_cache = REPO_ROOT / 'results' / 'clock' / 'correlation_comparison.npz'\n", "clock_corr_loaded = False\n", "\n", "# Clock transition temperatures for q=6 (approximate, from José et al. 1977)\n", "T1_CLOCK6 = 0.68 # lower KT transition\n", "T2_CLOCK6 = 0.92 # upper KT transition\n", "\n", "\n", "def _compute_clock_correlations(\n", " *,\n", " size: int = 64,\n", " total_steps: int = 1_500,\n", " sample_interval: int = 15,\n", " eq_probe: int = 200,\n", " eq_max: int = 20_000,\n", ") -> dict:\n", " from utils.equilibration import convergence_equilibrate_with_status\n", " temps = {\n", " 'ordered': 0.5,\n", " 'quasi': 0.8,\n", " 'disordered': 1.2,\n", " }\n", " result = {}\n", " for label, t in temps.items():\n", " sim_r = ClockSimulation(size=size, temp=t, q=6, update='checkerboard', init_state='random', seed=520)\n", " sim_o = ClockSimulation(size=size, temp=t, q=6, update='checkerboard', init_state='ordered', seed=520)\n", " _, converged = convergence_equilibrate_with_status(\n", " sim_r, sim_o, chunk_size=eq_probe, max_steps=eq_max)\n", " sim_meas = sim_r if converged else sim_o\n", " r, G = get_averaged_correlation(sim=sim_meas, total_steps=total_steps, sample_interval=sample_interval)\n", " result[label] = (np.asarray(r, dtype=float), np.asarray(G, dtype=float), float(t))\n", " return result\n", "\n", "\n", "if clock_corr_cache.exists():\n", " d = np.load(clock_corr_cache)\n", " expected_keys = ('r', 'G_ordered', 'G_quasi', 'G_disordered',\n", " 'T_ordered', 'T_quasi', 'T_disordered')\n", " if all(k in d.files for k in expected_keys):\n", " r_clock = np.asarray(d['r'], dtype=float)\n", " clock_corr = {\n", " 'ordered': (r_clock, np.asarray(d['G_ordered'], dtype=float), float(d['T_ordered'])),\n", " 'quasi': (r_clock, np.asarray(d['G_quasi'], dtype=float), float(d['T_quasi'])),\n", " 'disordered': (r_clock, np.asarray(d['G_disordered'], dtype=float), float(d['T_disordered'])),\n", " }\n", " clock_corr_source = 'Loaded clock correlations from cache'\n", " clock_corr_loaded = True\n", "\n", "if not clock_corr_loaded:\n", " clock_corr = _compute_clock_correlations()\n", " clock_corr_source = 'Computed fallback clock correlations (L=64, q=6)'\n", "\n", "print(clock_corr_source)" ] }, { "cell_type": "code", "execution_count": 83, "id": "84598504", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(7.5, 5))\n", "\n", "clock_colors = {\n", " 'ordered': PALETTE['ferro'],\n", " 'quasi': PALETTE['crit'],\n", " 'disordered': PALETTE['para'],\n", "}\n", "clock_labels = {\n", " 'ordered': 'Ordered',\n", " 'quasi': 'Quasi-ordered',\n", " 'disordered': 'Disordered',\n", "}\n", "\n", "# Determine r cutoff: L/4 avoids periodic-boundary wrap-around artifacts.\n", "r_sample = clock_corr['ordered'][0]\n", "L_clock = int(2 * r_sample[-1]) if len(r_sample) > 0 else 128\n", "r_max_clock = L_clock // 4\n", "\n", "for label in ('ordered', 'quasi', 'disordered'):\n", " r, G, t = clock_corr[label]\n", " mask = (r > 0) & (r <= r_max_clock) & (G > 1e-4)\n", " ax.loglog(r[mask], G[mask], 'o-', ms=3, lw=1.5, color=clock_colors[label],\n", " label=rf'{clock_labels[label]} ($T = {t:.1f}$)')\n", "\n", "# Power-law guide fitted to the quasi-ordered curve in the mid-range window\n", "# where both short-distance lattice artefacts and finite-size rounding are small.\n", "r_q, G_q = clock_corr['quasi'][:2]\n", "mask_q = (r_q > 0) & (r_q <= r_max_clock) & (G_q > 1e-4)\n", "r_q_valid, G_q_valid = r_q[mask_q], G_q[mask_q]\n", "if len(r_q_valid) >= 4:\n", " fit_sel = (r_q_valid >= 2) & (r_q_valid <= r_q_valid[-1] * 0.6)\n", " if np.sum(fit_sel) >= 3:\n", " log_r_fit = np.log(r_q_valid[fit_sel])\n", " log_G_fit = np.log(G_q_valid[fit_sel])\n", " eta_fit, log_A = np.polyfit(log_r_fit, log_G_fit, 1)\n", " eta_display = -eta_fit # positive value for display\n", " # Draw only over the fit window so the line sits on the data\n", " r_lo = r_q_valid[fit_sel][0] * 0.8\n", " r_hi = r_q_valid[fit_sel][-1] * 1.3\n", " r_guide = np.geomspace(r_lo, r_hi, 60)\n", " ax.loglog(r_guide, np.exp(log_A) * r_guide ** eta_fit, '--',\n", " color='0.4', lw=1.2,\n", " label=rf'$r^{{-\\eta}}$ fit ($\\eta = {eta_display:.2f}$)')\n", "\n", "ax.set_xlabel('Distance $r$ (lattice units)')\n", "ax.set_ylabel('$G(r)$')\n", "ax.set_title('Clock model ($q = 6$): equilibrium correlation function')\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "607bf946", "metadata": {}, "source": [ "At $T = 0.5$, well below the lower transition $T_1 \\approx 0.68$, the clock model displays true long-range order: $G(r)$ saturates to a nonzero plateau because the spins are overwhelmingly locked to a single clock orientation. At $T = 0.8$, between the two transitions, the curve decays as a power law over roughly a decade of separations, and the fitted exponent $\\eta \\approx 0.13$ agrees with the spin-wave prediction $\\eta = T/(2\\pi) \\approx 0.127$. This value lies comfortably within the theoretical bounds $1/9 \\leq \\eta \\leq 1/4$ for the $q = 6$ BKT phase, confirming that the discrete clock anisotropy is irrelevant at long wavelengths and the system behaves as an effective XY model in this intermediate regime. At $T = 1.2$, above $T_2 \\approx 0.92$, the correlation function drops steeply and the log-log representation is concave, consistent with exponential decay and a finite correlation length.\n", "\n", "The three-regime structure is a distinctive feature of $q \\geq 5$ clock models. The intermediate quasi-ordered phase is the finite-$q$ remnant of the full BKT phase of the XY model: its width $T_2 - T_1$ shrinks to zero as $q \\to \\infty$ (recovering the single BKT transition in the continuous limit) and the two transitions merge into a single Ising-type transition for $q \\leq 4$ [[5]](#Bibliography)." ] }, { "cell_type": "markdown", "id": "2d717616", "metadata": {}, "source": [ "---\n", "\n", "## Part II: Coarsening Dynamics\n", "\n", "When a system is quenched instantaneously from infinite temperature ($T = \\infty$) to a temperature deep inside the ordered phase, the initial random configuration breaks up into locally ordered regions. For the Ising model, these regions are sharp domains separated by curvature-driven walls. For the XY model there are no domains in the Ising sense; instead, bound vortex-antivortex pairs unbind after the quench and the unpaired topological defects subsequently annihilate. The clock model interpolates between both limits depending on $q$. In all three cases a characteristic coarsening length scale $R(t)$ can be extracted from the spatial correlation structure; it grows according to a power law whose scaling captures the fundamental non-equilibrium dynamics.\n", "\n", "For the Ising model with non-conserved dynamics, the Allen-Cahn growth law gives $R(t) \\sim t^{1/2}$ [[1]](#Bibliography). For the XY model, vortex annihilation drives coarsening with the same $t^{1/2}$ law at sufficiently late times, though early-time crossover behavior is common [[2]](#Bibliography). The clock model for small $q$ behaves like Ising, while for large $q$ the continuous-like vortex dynamics resemble the XY case." ] }, { "cell_type": "markdown", "id": "3736c712", "metadata": {}, "source": [ "### Measurement Methodology\n", "\n", "The VibeSpin kinetics scripts measure three length-scale proxies: $R_{S(k)}$ from the structure factor peak, $R_\\xi$ from the correlation function second moment, and a model-specific third metric (mean intercept length for Ising, vortex spacing for XY and Clock). Power-law fits $R(t) \\sim t^n$ are performed in the late-time regime. All kinetics scripts support multi-seed ensemble averaging (`--seeds N`) with IQR-based error bars, providing robust uncertainty estimates that are insensitive to outlier seeds trapped in metastable configurations.\n", "\n", "### Load Kinetics Data\n", "\n", "The precomputed kinetics data comes from `scripts/{model}/ordering_kinetics.py`. The fallback computes a short kinetics run using `utils.kinetics_helpers.run_ordering_kinetics`. Since kinetics simulations require random-site updates (physical dynamics), the fallback necessarily uses smaller lattices and fewer time steps." ] }, { "cell_type": "code", "execution_count": 63, "id": "8addab76", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ising: loaded from cache (L=256, T=0.10)\n", "XY: loaded from cache (L=256, T=0.50)\n", "Clock: loaded from cache (L=256, T=0.50)\n" ] } ], "source": [ "kinetics_data = {}\n", "\n", "for model_name, cache_path in [\n", " ('Ising', REPO_ROOT / 'results' / 'ising' / 'ordering_kinetics.npz'),\n", " ('XY', REPO_ROOT / 'results' / 'xy' / 'ordering_kinetics.npz'),\n", " ('Clock', REPO_ROOT / 'results' / 'clock' / 'ordering_kinetics.npz'),\n", "]:\n", " if cache_path.exists():\n", " d = np.load(cache_path, allow_pickle=True)\n", " if all(k in d.files for k in ('t', 'R_sk', 'R_xi', 'exponent_R_sk', 'exponent_xi')):\n", " kinetics_data[model_name] = {\n", " 't': np.asarray(d['t'], dtype=float),\n", " 'R_sk': np.asarray(d['R_sk'], dtype=float),\n", " 'R_xi': np.asarray(d['R_xi'], dtype=float),\n", " 'R_sk_err': np.asarray(d['R_sk_err'], dtype=float) if 'R_sk_err' in d.files else None,\n", " 'R_xi_err': np.asarray(d['R_xi_err'], dtype=float) if 'R_xi_err' in d.files else None,\n", " 'third_metric': np.asarray(d['third_metric'], dtype=float) if 'third_metric' in d.files else None,\n", " 'third_metric_err': np.asarray(d['third_metric_err'], dtype=float) if 'third_metric_err' in d.files else None,\n", " 'third_label': str(d['third_metric_label']) if 'third_metric_label' in d.files else None,\n", " 'exp_sk': float(d['exponent_R_sk']),\n", " 'exp_xi': float(d['exponent_xi']),\n", " 'exp_third': float(d['exponent_third']) if 'exponent_third' in d.files else None,\n", " 'pre_sk': float(d['prefactor_R_sk']),\n", " 'pre_xi': float(d['prefactor_xi']),\n", " 'pre_third': float(d['prefactor_third']) if 'prefactor_third' in d.files else None,\n", " 'fit_min': int(d['fit_min']),\n", " 'size': int(d['size']),\n", " 'temp': float(d['temp']),\n", " }\n", " print(f'{model_name}: loaded from cache (L={int(d[\"size\"])}, T={float(d[\"temp\"]):.2f})')\n", " else:\n", " print(f'{model_name}: cache incomplete, skipping')\n", " else:\n", " print(f'{model_name}: cache not found, skipping')\n", "\n", "if not kinetics_data:\n", " print('\\nNo kinetics data found. Run the ordering_kinetics scripts to populate the cache.')" ] }, { "cell_type": "markdown", "id": "c7919096", "metadata": {}, "source": [ "### Ordering Evolution\n", "\n", "The figure below shows the Ising spin configuration at four successive times after the quench: $t = 1, 10, 100, 1000$ Monte Carlo sweeps. The three rows show the binary spin configuration (black/white), the radially averaged structure factor $S(|k|)$ on log-log axes, and the normalized correlation function $G(r)/G(0)$ with the correlation length $\\xi$ (the $1/e$ crossing) marked by a red dashed line.\n", "\n", "At $t = 1$ the lattice is nearly random with $\\xi \\approx 1$ lattice unit. Nuclei of aligned spins emerge by $t = 10$ and $\\xi$ has grown to a few lattice spacings. By $t = 100$, well-connected domains of scale $\\xi \\approx 12$ lattice units are established and the $S(|k|)$ peak has shifted visibly to lower spatial frequencies. At $t = 1000$ with $T = 0.1$ the deep quench drives the system to full order within the simulation box: $\\xi > L/2$, the structure factor has no spectral power above $k = 0$, and $G(r) \\approx 1$ across the entire lattice. This rapid approach to the ground state reflects the low-temperature acceptance rate, which severely suppresses domain-wall nucleation in the asymptotic regime.\n" ] }, { "cell_type": "code", "execution_count": 74, "id": "0fee634d", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "xi at each snapshot (lattice units): t=1: 1.0, t=10: 3.7, t=100: 12.5, t=1000: >L/2 (fully ordered)\n" ] } ], "source": [ "from utils.observables import radial_average_sk\n", "from utils.plotting import plot_ordering_evolution_snapshots\n", "\n", "EVO_SIZE = 128\n", "EVO_TEMP = 0.1\n", "EVO_TARGETS = [1, 10, 100, 1000]\n", "EVO_SEED = 42\n", "\n", "sim_evo = IsingSimulation(size=EVO_SIZE, temp=EVO_TEMP, update='random', init_state='random', seed=EVO_SEED)\n", "evo_snapshots, evo_gr, evo_sk = [], [], []\n", "current_step = 0\n", "\n", "for target in EVO_TARGETS:\n", " for _ in range(target - current_step):\n", " sim_evo.step()\n", " current_step = target\n", " evo_snapshots.append(sim_evo.spins.copy())\n", " evo_gr.append(sim_evo._calculate_correlation_function())\n", " k_vals, S_r = radial_average_sk(spins=sim_evo.spins)\n", " evo_sk.append((k_vals, S_r))\n", "\n", "fig_evo, axes_evo, xi_values = plot_ordering_evolution_snapshots(\n", " targets=EVO_TARGETS,\n", " snapshots=evo_snapshots,\n", " gr_data=evo_gr,\n", " sk_data=evo_sk,\n", " size=EVO_SIZE,\n", " temp=EVO_TEMP\n", ")\n", "\n", "plt.show()\n", "print('xi at each snapshot (lattice units):', ', '.join(\n", " f't={t}: {x:.1f}' if np.isfinite(x) else f't={t}: >L/2 (fully ordered)'\n", " for t, x in zip(EVO_TARGETS, xi_values)\n", "))" ] }, { "cell_type": "markdown", "id": "9f24d0a1", "metadata": {}, "source": [ "The correlation length $\\xi(t)$ extracted from each snapshot grows by more than an order of magnitude across the four frames. This visual progression directly connects domain morphology to the quantitative kinetics analysis below: $R_\\xi$ from the ordering kinetics traces is the same estimator applied to an ensemble average rather than a single snapshot, so the two measurements should agree in trend. The growth from $\\xi \\sim 1$ at $t = 1$ to $\\xi \\gg 1$ at $t = 1000$ confirms that the correlation-function-based length-scale estimator reliably tracks the coarsening morphology across the full time window.\n" ] }, { "cell_type": "markdown", "id": "604e85f7", "metadata": {}, "source": [ "### Morphology Comparison: Domains vs Vortices\n", "\n", "The two coarsening mechanisms described above produce qualitatively different spatial textures. In the Ising model, the binary spin variable creates sharp domain walls: each site is either $+1$ or $-1$, and the boundary between aligned regions is a well-defined one-dimensional curve. In the XY model, the continuous angle variable produces a smooth field that interpolates gradually between regions of different orientation. Domain walls in the Ising sense do not exist; instead, the non-trivial topological objects are point-like vortices (winding number $\\pm 1$) where the angle field is singular. The side-by-side comparison below shows an Ising configuration and an XY angle field at the same Monte Carlo time ($t = 100$) after an infinite-temperature quench, making the structural contrast immediate." ] }, { "cell_type": "code", "execution_count": 65, "id": "30a9ecd3", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# XY simulation at same parameters as Ising evolution\n", "sim_xy_morph = XYSimulation(size=EVO_SIZE, temp=0.3, update='random', init_state='random', seed=EVO_SEED)\n", "for _ in range(100):\n", " sim_xy_morph.step()\n", "\n", "xy_angles = np.arctan2(sim_xy_morph.spins[..., 1], sim_xy_morph.spins[..., 0])\n", "\n", "fig, (ax_ising, ax_xy) = plt.subplots(1, 2, figsize=(12, 5.5))\n", "\n", "# Ising panel: reuse t=100 snapshot from ordering evolution\n", "ax_ising.imshow(evo_snapshots[2], cmap='binary', interpolation='none', vmin=-1, vmax=1)\n", "ax_ising.set_title(f'Ising domains ($t = 100$, $L = {EVO_SIZE}$, $T = {EVO_TEMP}$)')\n", "ax_ising.set_xlabel('$x$')\n", "ax_ising.set_ylabel('$y$')\n", "\n", "# XY panel: angle colormap\n", "im_xy = ax_xy.imshow(xy_angles, cmap='hsv', interpolation='none', vmin=-np.pi, vmax=np.pi)\n", "ax_xy.set_title(f'XY angle field ($t = 100$, $L = {EVO_SIZE}$, $T = 0.3$)')\n", "ax_xy.set_xlabel('$x$')\n", "ax_xy.set_ylabel('$y$')\n", "cbar = fig.colorbar(im_xy, ax=ax_xy, fraction=0.046, pad=0.04)\n", "cbar.set_label(r'$\\theta$')\n", "cbar.set_ticks([-np.pi, -np.pi/2, 0, np.pi/2, np.pi])\n", "cbar.set_ticklabels([r'$-\\pi$', r'$-\\pi/2$', r'$0$', r'$\\pi/2$', r'$\\pi$'])\n", "\n", "fig.suptitle('Coarsening morphology: sharp domain walls vs smooth angle textures', y=1.02)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "d7bd6501", "metadata": {}, "source": [ "### Vortex Annihilation During XY Coarsening\n", "\n", "The smooth angle field shown above hides the topological objects that actually drive XY coarsening. A vortex is a point where the spin angle winds by $\\pm 2\\pi$ around a closed plaquette; the winding number is $+1$ for a vortex and $-1$ for an antivortex. At high temperature the system contains a dense gas of unbound defects. After the quench, vortex-antivortex pairs annihilate and the mean inter-vortex spacing $R_v = n_v^{-1/2}$ grows as $t^{1/2}$. The vorticity field, computed from the discrete plaquette winding number, makes this annihilation process directly visible. The panels below show both the angle field and the vorticity map at four successive times after the quench, with vortices in red ($\\omega = +1$) and antivortices in blue ($\\omega = -1$)." ] }, { "cell_type": "code", "execution_count": 66, "id": "7a991fb0", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Vortex densities: t=1: n_v=0.3081, t=10: n_v=0.1653, t=100: n_v=0.0175, t=1000: n_v=0.0027\n" ] } ], "source": [ "VORTEX_TARGETS = [1, 10, 100, 1000]\n", "VORTEX_SIZE = 128\n", "VORTEX_TEMP = 0.3\n", "\n", "sim_vortex = XYSimulation(size=VORTEX_SIZE, temp=VORTEX_TEMP, update='random',\n", " init_state='random', seed=42)\n", "\n", "vortex_angles = []\n", "vortex_maps = []\n", "vortex_densities = []\n", "current_step_v = 0\n", "\n", "for target in VORTEX_TARGETS:\n", " for _ in range(target - current_step_v):\n", " sim_vortex.step()\n", " current_step_v = target\n", " angles = np.arctan2(sim_vortex.spins[..., 1], sim_vortex.spins[..., 0])\n", " vortex_angles.append(angles)\n", " vortex_maps.append(sim_vortex._calculate_vorticity())\n", " vortex_densities.append(sim_vortex._get_vortex_density())\n", "\n", "fig_v, axes_v = plt.subplots(2, 4, figsize=(16, 8))\n", "\n", "for col, (t_val, ang, vort, nv_val) in enumerate(\n", " zip(VORTEX_TARGETS, vortex_angles, vortex_maps, vortex_densities)):\n", " # Top row: angle field\n", " axes_v[0, col].imshow(ang, cmap='hsv', interpolation='none', vmin=-np.pi, vmax=np.pi)\n", " axes_v[0, col].set_title(rf'$t = {t_val}$', fontsize=11)\n", " axes_v[0, col].tick_params(labelbottom=False, labelleft=(col == 0))\n", " if col == 0:\n", " axes_v[0, col].set_ylabel(r'Spin angle $\\theta$', fontsize=10)\n", "\n", " # Bottom row: vorticity map\n", " axes_v[1, col].imshow(vort, cmap='bwr', interpolation='none', vmin=-1, vmax=1)\n", " axes_v[1, col].set_xlabel(rf'$n_v = {nv_val:.4f}$', fontsize=9)\n", " axes_v[1, col].tick_params(labelbottom=False, labelleft=(col == 0))\n", " if col == 0:\n", " axes_v[1, col].set_ylabel(r'Vorticity $\\omega$', fontsize=10)\n", "\n", "fig_v.suptitle(\n", " f'XY vortex annihilation during coarsening ($L = {VORTEX_SIZE}$, $T = {VORTEX_TEMP}$)',\n", " fontsize=13, y=1.01)\n", "fig_v.tight_layout()\n", "plt.show()\n", "\n", "print('Vortex densities:', ', '.join(\n", " f't={t}: n_v={nv:.4f}' for t, nv in zip(VORTEX_TARGETS, vortex_densities)))" ] }, { "cell_type": "markdown", "id": "10f53608", "metadata": {}, "source": [ "At $t = 1$ the angle field is essentially random and the vorticity map is dense with defects: roughly one in every three plaquettes carries a nonzero winding number. By $t = 10$ local alignment has begun, and the vortex density has dropped by a factor of several as nearby pairs annihilate. At $t = 100$ large vortex-free domains are clearly visible on both maps, with surviving defects concentrated along the boundaries between misaligned regions. By $t = 1000$ only a handful of widely separated pairs remain, and the vortex spacing $R_v = n_v^{-1/2}$ has grown to a significant fraction of the lattice size.\n", "\n", "This sequence makes the XY coarsening mechanism concrete: the system does not coarsen by moving sharp domain walls (the angle field has no walls), but by annihilating point-like topological defects. The rate of annihilation controls the growth of $R_v$ and, through it, all three length-scale estimators plotted in the quantitative analysis below." ] }, { "cell_type": "markdown", "id": "713be0ea", "metadata": {}, "source": [ "### Domain Growth Curves\n", "\n", "The coarsening-length estimators $R_{S(k)}$ and $R_\\xi$ are plotted on log-log axes for each model that has cached data. A straight line on these axes indicates power-law growth $R \\sim t^n$. The fitted exponents from the late-time regime are shown in the legend. For the Ising model, $R(t)$ measures the average domain size set by curvature-driven wall motion (Allen-Cahn prediction $n = 1/2$). For the XY model, $R(t)$ tracks the characteristic spacing between unpaired vortices as they annihilate; the same $t^{1/2}$ exponent applies at late times [[1]](#Bibliography) [[2]](#Bibliography).\n" ] }, { "cell_type": "code", "execution_count": 67, "id": "e60de6e8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if kinetics_data:\n", " n_models = len(kinetics_data)\n", " fig, axes = plt.subplots(1, n_models, figsize=(5.5 * n_models, 5), squeeze=False)\n", " model_colors = {'Ising': PALETTE['ising'], 'XY': PALETTE['xy'], 'Clock': PALETTE['clock']}\n", "\n", " for idx, (model_name, kd) in enumerate(kinetics_data.items()):\n", " ax = axes[0, idx]\n", " t = kd['t']\n", " mask = t > 0\n", " t_m = t[mask]\n", "\n", " ax.loglog(t_m, kd['R_sk'][mask], '-', color=model_colors[model_name], lw=2,\n", " label=rf'$R_{{S(k)}}$ ($n = {kd[\"exp_sk\"]:.3f}$)')\n", " if kd.get('R_sk_err') is not None:\n", " err = kd['R_sk_err'][mask]\n", " ax.fill_between(t_m, kd['R_sk'][mask] - err, kd['R_sk'][mask] + err, \n", " color=model_colors[model_name], alpha=0.2)\n", "\n", " ax.loglog(t_m, kd['R_xi'][mask], '--', color=model_colors[model_name], lw=2, alpha=0.7,\n", " label=rf'$R_\\xi$ ($n = {kd[\"exp_xi\"]:.3f}$)')\n", " if kd.get('R_xi_err') is not None:\n", " err = kd['R_xi_err'][mask]\n", " ax.fill_between(t_m, kd['R_xi'][mask] - err, kd['R_xi'][mask] + err, \n", " color=model_colors[model_name], alpha=0.15)\n", "\n", " fit_min = kd['fit_min']\n", " t_fit = np.linspace(fit_min, t.max(), 50)\n", " ax.loglog(t_fit, kd['pre_sk'] * t_fit ** kd['exp_sk'], ':',\n", " color='0.3', lw=1.0, label='Power-law fit')\n", "\n", " ax.axvline(fit_min, color='0.5', ls=':', lw=0.8)\n", " ax.set_xlabel('Monte Carlo time $t$ (sweeps)')\n", " ax.set_ylabel('Characteristic length $R(t)$ (lattice units)')\n", " ax.set_title(f'{model_name} (L={kd[\"size\"]}, T={kd[\"temp\"]:.2f})')\n", " ax.grid(alpha=0.25, which='both')\n", " ax.legend(fontsize=8)\n", "\n", " fig.suptitle('Coarsening kinetics after infinite-temperature quench', y=1.02)\n", " fig.tight_layout()\n", " plt.show()\n", "else:\n", " print('No kinetics data available for plotting.')" ] }, { "cell_type": "markdown", "id": "8a2f013c", "metadata": {}, "source": [ "All three models produce approximately straight lines on log-log axes across the fit window, with exponents within 10% of the Allen-Cahn prediction $n = 1/2$. In every panel $R_{S(k)}$ sits above $R_\\xi$ by a roughly constant factor throughout the run; the detailed physical origin of this offset is examined in the estimator comparison below. The Ising run reaches larger absolute values of $R(t)$ at comparable time because the deep quench to $T = 0.10$ drives coarsening efficiently with a low probability of wall nucleation back into the ordered phase. The XY and clock curves grow more slowly in absolute terms but display the same qualitative power-law trend, with fit-window exponents confirming the universality of the $t^{1/2}$ law." ] }, { "cell_type": "markdown", "id": "b93ec642", "metadata": {}, "source": [ "### Quench-Depth Sensitivity\n", "\n", "The Allen-Cahn theory predicts that the growth exponent $n = 1/2$ is universal for non-conserved order-parameter dynamics and does not depend on the quench temperature, provided the system is quenched into the ordered phase. The prefactor and the duration of the early-time transient, however, do depend on the quench depth: a shallow quench near $T_c$ leaves stronger thermal fluctuations that interfere with domain nucleation, slowing the onset of scaling behavior. The cell below loads precomputed coarsening data from `scripts/ising/coarsening_analysis.py`, which runs short Ising coarsening simulations at three different quench temperatures with multi-seed ensemble averaging and stores median $R_\\xi(t)$ traces. If the precomputed cache is absent, the notebook falls back to an inline computation at $L = 64$ with four seeds." ] }, { "cell_type": "code", "execution_count": 68, "id": "53e168b0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded quench-depth data from cache (L=64, 3 temps, 4 seeds each)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# --- A3: Quench-depth sensitivity ---\n", "# Load from precomputed coarsening_analysis.npz; fall back to inline if absent.\n", "coarsening_cache = REPO_ROOT / 'results' / 'ising' / 'coarsening_analysis.npz'\n", "coarsening_loaded = False\n", "\n", "\n", "def correlation_length_1e(r, G):\n", " \"\"\"Extract correlation length as the first r where G(r) < G(0)/e.\"\"\"\n", " threshold = G[0] / np.e\n", " idx = np.where(G < threshold)[0]\n", " return r[idx[0]] if len(idx) > 0 else r[-1]\n", "\n", "\n", "if coarsening_cache.exists():\n", " _cd = np.load(coarsening_cache)\n", " if 'quench_times' in _cd.files and 'quench_fracs' in _cd.files:\n", " quench_fracs = list(_cd['quench_fracs'])\n", " quench_temps = list(_cd['quench_temps'])\n", " times_quench = np.asarray(_cd['quench_times'])\n", " L_quench = int(_cd['size'])\n", " n_seeds_quench = int(_cd['quench_n_seeds'])\n", " quench_results = {}\n", " for i, frac in enumerate(quench_fracs):\n", " quench_results[frac] = np.asarray(_cd[f'quench_{i}_median'])\n", " coarsening_loaded = True\n", " print(f'Loaded quench-depth data from cache (L={L_quench}, '\n", " f'{len(quench_fracs)} temps, {n_seeds_quench} seeds each)')\n", "\n", "if not coarsening_loaded:\n", " from utils.observables import get_averaged_correlation as _get_avg_corr\n", " quench_fracs = [0.1, 0.5, 0.8]\n", " quench_temps = [f * TC_ISING for f in quench_fracs]\n", " L_quench = 64\n", " n_steps_quench = 200\n", " sample_ivl = 5\n", " n_seeds_quench = 4\n", " quench_results = {}\n", " for frac, T_q in zip(quench_fracs, quench_temps):\n", " seed_traces = []\n", " for s in range(n_seeds_quench):\n", " sim = IsingSimulation(size=L_quench, temp=T_q, update=\"random\",\n", " init_state=\"random\", seed=42 + s)\n", " xi_series = []\n", " for t in range(1, n_steps_quench + 1):\n", " sim.step()\n", " if t % sample_ivl == 0:\n", " r_arr, G_arr = _get_avg_corr(\n", " sim=sim, total_steps=1, sample_interval=1)\n", " xi_series.append(correlation_length_1e(r_arr, G_arr))\n", " seed_traces.append(np.array(xi_series))\n", " quench_results[frac] = np.median(seed_traces, axis=0)\n", " times_quench = np.arange(sample_ivl, n_steps_quench + 1, sample_ivl)\n", " print(f'Computed fallback quench-depth data (L={L_quench})')\n", "\n", "# Fit guide-line prefactor from deepest quench in late-time window\n", "deep = quench_results[quench_fracs[0]]\n", "fit_mask = times_quench >= times_quench[len(times_quench) // 3]\n", "prefactor_guide = np.exp(\n", " np.mean(np.log(deep[fit_mask]) - 0.5 * np.log(times_quench[fit_mask])))\n", "\n", "fig, ax = plt.subplots(figsize=(7, 4.5))\n", "quench_colors = [PALETTE['ferro'], PALETTE['clock'], PALETTE['crit']]\n", "for frac, color in zip(quench_fracs, quench_colors):\n", " ax.loglog(times_quench, quench_results[frac], \"o-\", ms=3, lw=1.5,\n", " color=color, label=rf\"$T = {frac}\\,T_c$\")\n", "t_guide = np.linspace(times_quench[2], times_quench[-1], 50)\n", "ax.loglog(t_guide, prefactor_guide * t_guide**0.5,\n", " \"k:\", lw=1.8, label=r\"$\\sim t^{1/2}$\")\n", "ax.set_xlabel(\"Monte Carlo time $t$ (sweeps)\")\n", "ax.set_ylabel(r\"$R_\\xi(t)$ (lattice units)\")\n", "ax.set_title(f\"Quench-Depth Sensitivity (Ising, $L = {L_quench}$)\")\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "a8b39377", "metadata": {}, "source": [ "The three curves converge to the same asymptotic slope on log-log axes, confirming that the growth exponent $n \\approx 1/2$ is independent of quench depth. The deepest quench ($T = 0.1\\,T_c$) reaches larger domain sizes at any given time because thermal fluctuations are minimal and every proposed wall displacement is accepted with high probability. At shallow quench ($T = 0.8\\,T_c$), the early-time transient is longer and the absolute $R_\\xi$ values are smaller, but the late-time slope still tracks the Allen-Cahn prediction. This universality of the exponent, combined with a quench-dependent prefactor and crossover time, is a hallmark of Model A dynamics [[1]](#Bibliography)." ] }, { "cell_type": "markdown", "id": "85f569a4", "metadata": {}, "source": [ "### Equilibrium Correlation Length as a Coarsening Target\n", "\n", "Parts I and II of this notebook measure different aspects of spatial order: equilibrium correlations quantify the steady-state extent of spin-spin coherence, while coarsening tracks the transient growth of that coherence after a quench. The two perspectives connect through the equilibrium correlation length $\\xi_{\\mathrm{eq}}$, which sets the saturation scale for domain growth. Once $R_\\xi(t)$ approaches $\\xi_{\\mathrm{eq}}$, the system has thermalised and the power-law growth regime ends. The cell below loads precomputed crossover data from `scripts/ising/coarsening_analysis.py`, which measures $\\xi_{\\mathrm{eq}}$ from an equilibrated simulation and runs a long coarsening trajectory averaged over four seeds to show the median $R_\\xi(t)$ saturating at the equilibrium value. If the cache is absent, the notebook computes the same analysis inline on a small lattice ($L = 64$)." ] }, { "cell_type": "code", "execution_count": 69, "id": "e05b30cf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded crossover data from cache (L=64, T=1.135, xi_eq=31.0, 4 seeds)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Equilibrium correlation length (1/e criterion): ξ_eq = 31.00 lattice spacings\n" ] } ], "source": [ "# --- A2: Quantitative bridge — ξ_eq vs coarsening R_ξ(t) ---\n", "# Load from precomputed cache; fall back to inline if absent.\n", "bridge_loaded = False\n", "\n", "if coarsening_cache.exists():\n", " _cd = np.load(coarsening_cache)\n", " if 'bridge_times' in _cd.files and 'bridge_median' in _cd.files:\n", " L_bridge = int(_cd['size'])\n", " T_bridge = float(_cd['bridge_temp'])\n", " xi_eq = float(_cd['bridge_xi_eq'])\n", " times_bridge = np.asarray(_cd['bridge_times'])\n", " Rxi_bridge = np.asarray(_cd['bridge_median'])\n", " n_seeds_bridge = int(_cd['bridge_n_seeds'])\n", " bridge_loaded = True\n", " print(f'Loaded crossover data from cache (L={L_bridge}, '\n", " f'T={T_bridge:.3f}, xi_eq={xi_eq:.1f}, {n_seeds_bridge} seeds)')\n", "\n", "if not bridge_loaded:\n", " from utils.equilibration import convergence_equilibrate as _conv_eq\n", " from utils.observables import get_averaged_correlation as _get_avg_corr2\n", " L_bridge = 64\n", " T_bridge = 0.5 * TC_ISING\n", " sim_eq_r = IsingSimulation(size=L_bridge, temp=T_bridge, update=\"checkerboard\",\n", " init_state=\"random\", seed=300)\n", " sim_eq_o = IsingSimulation(size=L_bridge, temp=T_bridge, update=\"checkerboard\",\n", " init_state=\"ordered\", seed=300)\n", " _conv_eq(sim_eq_r, sim_eq_o, chunk_size=150, max_steps=6000)\n", " r_eq, G_eq = _get_avg_corr2(sim=sim_eq_r, total_steps=2000, sample_interval=20)\n", " xi_eq = correlation_length_1e(r_eq, G_eq)\n", " n_steps_bridge = 2000\n", " sample_ivl_bridge = 5\n", " n_seeds_bridge = 4\n", " times_bridge = np.arange(sample_ivl_bridge, n_steps_bridge + 1, sample_ivl_bridge)\n", " all_Rxi_bridge = np.zeros((n_seeds_bridge, len(times_bridge)))\n", " for s in range(n_seeds_bridge):\n", " sim_bridge = IsingSimulation(size=L_bridge, temp=T_bridge, update=\"random\",\n", " init_state=\"random\", seed=42 + s)\n", " rec = 0\n", " for t in range(1, n_steps_bridge + 1):\n", " sim_bridge.step()\n", " if t % sample_ivl_bridge == 0:\n", " r_b, G_b = _get_avg_corr2(\n", " sim=sim_bridge, total_steps=1, sample_interval=1)\n", " all_Rxi_bridge[s, rec] = correlation_length_1e(r_b, G_b)\n", " rec += 1\n", " Rxi_bridge = np.median(all_Rxi_bridge, axis=0)\n", " print(f'Computed fallback crossover data (L={L_bridge})')\n", "\n", "# Allen-Cahn guide fitted to early growth region\n", "early_mask = (times_bridge >= 20) & (times_bridge <= 200)\n", "pre_bridge_guide = np.exp(\n", " np.mean(np.log(Rxi_bridge[early_mask]) - 0.5 * np.log(times_bridge[early_mask])))\n", "\n", "fig, ax = plt.subplots(figsize=(7, 4.5))\n", "ax.loglog(times_bridge, Rxi_bridge, \"o-\", ms=3, color=PALETTE['ising'], lw=1.5,\n", " label=r\"$R_\\xi(t)$ (coarsening)\")\n", "ax.axhline(xi_eq, color=PALETTE['crit'], ls=\"--\", lw=1.5,\n", " label=rf\"$\\xi_{{\\mathrm{{eq}}}} = {xi_eq:.1f}$ (equilibrium)\")\n", "t_g2 = np.linspace(times_bridge[1], times_bridge[-1], 50)\n", "ax.loglog(t_g2, pre_bridge_guide * t_g2**0.5,\n", " \"k:\", lw=1.8, alpha=0.6, label=r\"$\\sim t^{1/2}$\")\n", "ax.set_xlabel(\"Monte Carlo time $t$ (sweeps)\")\n", "ax.set_ylabel(r\"$R_\\xi$ (lattice units)\")\n", "ax.set_title(\n", " rf\"Coarsening $\\rightarrow$ Equilibrium Crossover (Ising, $L = {L_bridge}$)\")\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "fig.tight_layout()\n", "plt.show()\n", "print(f\"Equilibrium correlation length (1/e criterion): \"\n", " f\"ξ_eq = {xi_eq:.2f} lattice spacings\")" ] }, { "cell_type": "markdown", "id": "da2c7758", "metadata": {}, "source": [ "### Domain Coarsening vs Boundary-Wall Decay\n", "\n", "The three estimators plotted here each measure the same coarsening process from a different angle, which is why they share the same power-law exponent but differ in absolute value throughout the run.\n", "\n", "$R_{S(k)}$ is constructed from the peak of the circularly-averaged structure factor $S(|\\mathbf{k}|)$. That peak sits at the wavevector $k^*$ where constructive interference from the periodic arrangement of domain walls is strongest, so $R_{S(k)} \\sim 1/k^*$ is essentially the half-period of the dominant spatial mode, providing a measure of the mean inter-wall spacing seen through the Fourier lens. Because $S(\\mathbf{k})$ weighs large-amplitude fluctuations (the biggest domains) most heavily, $R_{S(k)}$ tends to track the upper end of the domain-size distribution and is the largest of the three curves.\n", "\n", "$R_\\xi$ is the $1/e$ decay length of the real-space correlation function $G(r)$. It integrates correlations across the entire lattice, including contributions from spins that sit in different domains on opposite sides of a wall. The anti-correlation that a wall introduces between neighboring domains pulls $G(r)$ toward zero faster than the domain size alone would dictate, so $R_\\xi$ chronically underestimates the geometric domain half-width and runs below $R_{S(k)}$ by a roughly constant factor.\n", "\n", "$R_{\\mathrm{MIL}}$ is the stereological mean intercept length: a horizontal or vertical line thrown randomly across the lattice will cross, on average, $R_{\\mathrm{MIL}}$ sites between two successive domain-wall crossings. This is a direct chord measure of the single-domain width, independent of Fourier or correlation-function assumptions. For a system of perfectly rectangular, equal-sized domains $R_{\\mathrm{MIL}}$ would equal the domain width exactly. In practice the irregular, curved walls of the Ising coarsening morphology place $R_{\\mathrm{MIL}}$ between $R_\\xi$ and $R_{S(k)}$.\n", "\n", "The vertical dashed line marks the fit-start time $t_{\\min}$; only points to its right enter the power-law fits that produce the quoted exponents. The dotted black reference is the exact Allen-Cahn $t^{1/2}$ slope anchored to the geometric midpoint of the $R_{S(k)}$ trace." ] }, { "cell_type": "code", "execution_count": 70, "id": "a8bf1676", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if 'Ising' in kinetics_data:\n", " kd = kinetics_data['Ising']\n", " t_arr = kd['t']\n", " fit_start = kd['fit_min']\n", "\n", " fig, ax = plt.subplots(figsize=(8, 5.5))\n", "\n", " color_sk = PALETTE['ising']\n", " color_xi = PALETTE['crit']\n", " color_mil = '#8B60BD'\n", "\n", " ax.loglog(t_arr, kd['R_sk'], 'o-', color=color_sk, lw=1.5, ms=5,\n", " label=rf\"$R_{{S(k)}}$: structure-factor peak ($n = {kd['exp_sk']:.3f}$)\")\n", " if kd.get('R_sk_err') is not None:\n", " ax.fill_between(t_arr, kd['R_sk'] - kd['R_sk_err'], kd['R_sk'] + kd['R_sk_err'], \n", " color=color_sk, alpha=0.2)\n", "\n", " ax.loglog(t_arr, kd['R_xi'], 's-', color=color_xi, lw=1.5, ms=5,\n", " label=rf\"$R_\\xi$: correlation-fn decay ($n = {kd['exp_xi']:.3f}$)\")\n", " if kd.get('R_xi_err') is not None:\n", " ax.fill_between(t_arr, kd['R_xi'] - kd['R_xi_err'], kd['R_xi'] + kd['R_xi_err'], \n", " color=color_xi, alpha=0.15)\n", "\n", " t_fit = np.linspace(fit_start, t_arr.max(), 60)\n", " ax.loglog(t_fit, kd['pre_sk'] * t_fit ** kd['exp_sk'], '--', color=color_sk, lw=1.0, alpha=0.55)\n", " ax.loglog(t_fit, kd['pre_xi'] * t_fit ** kd['exp_xi'], '--', color=color_xi, lw=1.0, alpha=0.55)\n", "\n", " if (kd['third_metric'] is not None\n", " and kd['exp_third'] is not None\n", " and np.isfinite(kd['exp_third'])):\n", " ax.loglog(t_arr, kd['third_metric'], 'D-', color=color_mil, lw=1.5, ms=5,\n", " label=rf\"$R_{{\\mathrm{{MIL}}}}$: mean intercept length ($n = {kd['exp_third']:.3f}$)\")\n", " if kd.get('third_metric_err') is not None:\n", " ax.fill_between(t_arr, kd['third_metric'] - kd['third_metric_err'], \n", " kd['third_metric'] + kd['third_metric_err'], \n", " color=color_mil, alpha=0.2)\n", " pre_third = kd.get('pre_third')\n", " if pre_third is not None and np.isfinite(pre_third):\n", " ax.loglog(t_fit, pre_third * t_fit ** kd['exp_third'], '--',\n", " color=color_mil, lw=1.0, alpha=0.55)\n", "\n", " # Allen-Cahn reference anchored to the geometric midpoint of the time range\n", " t_mid = np.sqrt(t_arr.min() * t_arr.max())\n", " r_mid = np.interp(t_mid, t_arr, kd['R_sk'])\n", " ref_pre = r_mid / (t_mid ** 0.5)\n", " t_ref = np.linspace(t_arr.min(), t_arr.max(), 80)\n", " ax.loglog(t_ref, ref_pre * t_ref ** 0.5, 'k:', lw=1.8, label='Allen-Cahn $t^{1/2}$')\n", "\n", " ax.axvline(fit_start, color='0.5', ls=':', lw=0.9, label=f'Fit start ($t = {fit_start}$)')\n", " ax.set_xlabel('Monte Carlo time $t$ (sweeps)')\n", " ax.set_ylabel('Characteristic length $R(t)$ (lattice units)')\n", " ax.set_title(\n", " f'Ising: three independent coarsening-length estimators'\n", " f' (L={kd[\"size\"]}, T={kd[\"temp\"]:.2f})'\n", " )\n", " ax.grid(alpha=0.25, which='both')\n", " ax.legend(fontsize=9)\n", " fig.tight_layout()\n", " plt.show()\n", "else:\n", " print('No Ising kinetics data available for comparison plot.')" ] }, { "cell_type": "markdown", "id": "51028a7a", "metadata": {}, "source": [ "The ordering $R_{S(k)} > R_{\\mathrm{MIL}} > R_\\xi$ seen throughout the run is not a measurement artifact; it reflects genuine differences in what each estimator is sensitive to. $R_{S(k)}$ picks up the longest periodicity in the domain pattern (the largest surviving domains dominate the Fourier power spectrum), so it gives the most optimistic estimate of domain size. $R_\\xi$ integrates across domain walls, whose anti-correlation shortens the apparent decay length below the true domain half-width, so it gives the most conservative reading. $R_{\\mathrm{MIL}}$ lies between the two because it averages chord lengths across all intercepted domains without preferentially weighting the large ones.\n", "\n", "None of the three equals the \"true\" domain size in the sense of a direct area measurement from a segmented image, but all three are proportional to it in the scaling regime. The parallel slopes in this window, all consistent with $n \\approx 0.5$, confirm that the power law is an intrinsic property of the coarsening dynamics, not an artefact of any particular estimator convention. Discrepancies at early times are expected: before domain walls have sharpened into well-defined objects, each estimator responds differently to the diffuse initial texture, widening the gap between the curves. As the walls sharpen and the scaling regime establishes itself, the prefactors stabilize and the three curves run in fixed proportion to one another." ] }, { "cell_type": "markdown", "id": "f6ea03e6", "metadata": {}, "source": [ "### Stochastic Ensemble: Run-to-Run Variability\n", "\n", "A single coarsening trajectory is one realization of a stochastic process. Independent runs from different random seeds follow the same average power law but fluctuate around it, especially at early times when the domain pattern is sensitive to the initial random configuration. To visualize this run-to-run variability, the cell below loads an 8-seed Ising ensemble ($L = 64$, $T = 0.1\\,T_c$) precomputed by `scripts/ising/coarsening_analysis.py` and plots the individual $R_\\xi(t)$ traces together with the ensemble median and interquartile range envelope. The IQR band shows where the central half of the ensemble falls and quantifies how rapidly the inter-seed spread narrows as scaling sets in. If the precomputed data is unavailable, a shorter fallback ensemble is computed inline." ] }, { "cell_type": "code", "execution_count": 71, "id": "b3e38a15", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loaded ensemble data from cache (L=64, T=0.227, 8 seeds)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# --- B9: Stochastic ensemble ---\n", "# Load from precomputed cache; fall back to inline if absent.\n", "ens_loaded = False\n", "\n", "if coarsening_cache.exists():\n", " _ed = np.load(coarsening_cache)\n", " if 'ens_times' in _ed.files and 'ens_seeds' in _ed.files:\n", " times_ens = np.asarray(_ed['ens_times'])\n", " ensemble_Rxi = np.asarray(_ed['ens_seeds'])\n", " median_Rxi = np.asarray(_ed['ens_median'])\n", " q25 = np.asarray(_ed['ens_q25'])\n", " q75 = np.asarray(_ed['ens_q75'])\n", " N_SEEDS = int(_ed['ens_n_seeds'])\n", " L_ens = int(_ed['size'])\n", " T_ens = float(_ed['ens_temp'])\n", " ens_loaded = True\n", " print(f'Loaded ensemble data from cache (L={L_ens}, '\n", " f'T={T_ens:.3f}, {N_SEEDS} seeds)')\n", "\n", "if not ens_loaded:\n", " N_SEEDS = 8\n", " L_ens = 64\n", " T_ens = 0.1 * TC_ISING\n", " n_steps_ens = 100\n", " sample_ivl_ens = 2\n", " times_ens = np.arange(sample_ivl_ens, n_steps_ens + 1, sample_ivl_ens)\n", " ensemble_Rxi = np.zeros((N_SEEDS, len(times_ens)))\n", " for s_idx in range(N_SEEDS):\n", " sim = IsingSimulation(size=L_ens, temp=T_ens, update=\"random\",\n", " init_state=\"random\", seed=100 + s_idx)\n", " rec_idx = 0\n", " for t in range(1, n_steps_ens + 1):\n", " sim.step()\n", " if t % sample_ivl_ens == 0:\n", " r_arr, G_arr = get_averaged_correlation(\n", " sim=sim, total_steps=1, sample_interval=1)\n", " ensemble_Rxi[s_idx, rec_idx] = correlation_length_1e(r_arr, G_arr)\n", " rec_idx += 1\n", " median_Rxi = np.median(ensemble_Rxi, axis=0)\n", " q25 = np.percentile(ensemble_Rxi, 25, axis=0)\n", " q75 = np.percentile(ensemble_Rxi, 75, axis=0)\n", " print(f'Computed fallback ensemble data (L={L_ens})')\n", "\n", "fig, ax = plt.subplots(figsize=(7, 4.5))\n", "for s_idx in range(N_SEEDS):\n", " ax.loglog(times_ens, ensemble_Rxi[s_idx], \"-\",\n", " color=PALETTE['ising'], alpha=0.2, lw=0.8)\n", "ax.loglog(times_ens, median_Rxi, \"o-\", ms=3,\n", " color=PALETTE['ising'], lw=2, label=\"Median\")\n", "ax.fill_between(times_ens, q25, q75,\n", " color=PALETTE['ising'], alpha=0.15, label=\"IQR (25th\\u201375th)\")\n", "# Allen-Cahn guide fitted to late-time median\n", "late_mask = times_ens >= times_ens[len(times_ens) // 3]\n", "pre_ens_guide = np.exp(\n", " np.mean(np.log(median_Rxi[late_mask]) - 0.5 * np.log(times_ens[late_mask])))\n", "t_g = np.linspace(times_ens[1], times_ens[-1], 50)\n", "ax.loglog(t_g, pre_ens_guide * t_g**0.5, \"k:\", lw=1.8, label=r\"$\\sim t^{1/2}$\")\n", "ax.set_xlabel(\"Monte Carlo time $t$ (sweeps)\")\n", "ax.set_ylabel(r\"$R_\\xi(t)$ (lattice units)\")\n", "ax.set_title(\n", " f\"Ising Ensemble ($L = {L_ens}$, $T = 0.1\\\\,T_c$, {N_SEEDS} seeds)\")\n", "ax.grid(alpha=0.25, which='both')\n", "ax.legend(fontsize=8)\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1814700a", "metadata": {}, "source": [ "The thin traces fan out at early times, reflecting the strong dependence of the initial domain pattern on the random seed. Occasional seeds get trapped in metastable configurations where the $1/e$ crossing of $G(r)$ jumps to the system edge, producing an anomalously large $R_\\xi$ that would dominate an arithmetic mean. The median is insensitive to such outliers: a single stuck seed shifts the 50th percentile by at most one rank. The interquartile range (IQR) similarly discards the tails and reports the spread of the central half of the ensemble. By $t \\gtrsim 30$ sweeps the IQR band narrows and the median tracks the $t^{1/2}$ guide line, confirming that scaling sets in for the majority of realizations even when individual seeds still fluctuate. For publication-quality kinetics results, ensembles of $\\mathcal{O}(10\\text{--}100)$ seeds with median-based summary statistics are standard practice." ] }, { "cell_type": "markdown", "id": "030162c9", "metadata": {}, "source": [ "### Vortex Spacing vs Structure Factor and Correlation Length (XY and Clock)\n", "\n", "For the XY and clock models the topological defects are vortices rather than sharp walls, so the direct analogue of the mean intercept length is the mean vortex spacing $R_v(t) = n_v(t)^{-1/2}$, where $n_v$ is the number of vortex cores per unit area. When two defects of opposite winding number annihilate, $n_v$ falls and $R_v$ grows; the expected scaling from Allen-Cahn is $n_v \\sim t^{-1}$, giving $R_v \\sim t^{1/2}$.\n", "\n", "$R_v$ is the most direct, geometry-agnostic probe of how far the coarsening length scale has advanced: it does not rely on a Fourier decomposition and is not compressed by inter-vortex correlations the way $R_\\xi$ is. Plotting all three estimators together shows whether the spectroscopic ($R_{S(k)}$), correlation ($R_\\xi$), and defect-counting ($R_v$) approaches converge to the same dynamics.\n", "\n", "Note that $R_\\xi$ is particularly compressed for XY and Clock relative to Ising. In an Ising system $G(r)$ decays steeply to zero between domains, so its $1/e$ crossing captures the domain half-width reasonably well. In a vortex-glass texture, $G(r)$ decays only algebraically, because the continuous order parameter interpolates smoothly between defects rather than jumping abruptly, so $R_\\xi$ saturates to a small fraction of the true inter-vortex spacing and separates from $R_{S(k)}$ by a much larger factor than in the Ising case." ] }, { "cell_type": "code", "execution_count": 72, "id": "4add1311", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xy_clock_models = [name for name in ['XY', 'Clock'] if name in kinetics_data]\n", "\n", "if xy_clock_models:\n", " fig, axes = plt.subplots(1, len(xy_clock_models), figsize=(6 * len(xy_clock_models), 5.5), squeeze=False)\n", " color_sk = PALETTE['ising']\n", " color_xi = PALETTE['crit']\n", " color_rv = '#8B60BD'\n", "\n", " for idx, model_name in enumerate(xy_clock_models):\n", " ax = axes[0, idx]\n", " kd = kinetics_data[model_name]\n", " t_arr = kd['t']\n", " fit_start = kd['fit_min']\n", "\n", " ax.loglog(t_arr, kd['R_sk'], 'o-', color=color_sk, lw=1.5, ms=5,\n", " label=rf\"$R_{{S(k)}}$: structure mode ($n = {kd['exp_sk']:.3f}$)\")\n", " if kd.get('R_sk_err') is not None:\n", " ax.fill_between(t_arr, kd['R_sk'] - kd['R_sk_err'], kd['R_sk'] + kd['R_sk_err'], \n", " color=color_sk, alpha=0.2)\n", "\n", " ax.loglog(t_arr, kd['R_xi'], 's-', color=color_xi, lw=1.5, ms=5,\n", " label=rf\"$R_\\xi$: correlation decay ($n = {kd['exp_xi']:.3f}$)\")\n", " if kd.get('R_xi_err') is not None:\n", " ax.fill_between(t_arr, kd['R_xi'] - kd['R_xi_err'], kd['R_xi'] + kd['R_xi_err'], \n", " color=color_xi, alpha=0.15)\n", "\n", " t_fit = np.linspace(fit_start, t_arr.max(), 60)\n", " ax.loglog(t_fit, kd['pre_sk'] * t_fit ** kd['exp_sk'], '--', color=color_sk, lw=1.0, alpha=0.55)\n", " ax.loglog(t_fit, kd['pre_xi'] * t_fit ** kd['exp_xi'], '--', color=color_xi, lw=1.0, alpha=0.55)\n", "\n", " if kd['third_metric'] is not None and kd['exp_third'] is not None:\n", " nv = kd['third_metric']\n", " R_v = nv ** -0.5\n", " exp_rv = -kd['exp_third'] / 2.0\n", " pre_rv = kd['pre_third'] ** -0.5 if kd['pre_third'] > 0 else np.nan\n", "\n", " ax.loglog(t_arr, R_v, 'D-', color=color_rv, lw=1.5, ms=5,\n", " label=rf\"$R_v$: vortex spacing ($n = {exp_rv:.3f}$)\")\n", " \n", " if kd.get('third_metric_err') is not None:\n", " # Error propagation for R_v = n_v^(-1/2) -> delta R_v = 0.5 * n_v^(-3/2) * delta n_v\n", " R_v_err = 0.5 * (nv ** -1.5) * kd['third_metric_err']\n", " ax.fill_between(t_arr, R_v - R_v_err, R_v + R_v_err, \n", " color=color_rv, alpha=0.2)\n", "\n", " if np.isfinite(pre_rv):\n", " ax.loglog(t_fit, pre_rv * t_fit ** exp_rv, '--', color=color_rv, lw=1.0, alpha=0.55)\n", "\n", " t_mid_v = np.sqrt(t_arr.min() * t_arr.max())\n", " r_mid_v = np.interp(t_mid_v, t_arr, kd['R_sk'])\n", " ref_pre_v = r_mid_v / (t_mid_v ** 0.5)\n", " t_ref_v = np.linspace(t_arr.min(), t_arr.max(), 80)\n", " ax.loglog(t_ref_v, ref_pre_v * t_ref_v ** 0.5, 'k:', lw=1.8, label='Allen-Cahn $t^{1/2}$')\n", "\n", " ax.axvline(fit_start, color='0.5', ls=':', lw=0.9)\n", " ax.set_xlabel('Monte Carlo time $t$ (sweeps)')\n", " if idx == 0:\n", " ax.set_ylabel('Characteristic length $R(t)$ (lattice units)')\n", " ax.set_title(f'{model_name} estimator comparison')\n", " ax.grid(alpha=0.25, which='both')\n", " ax.legend(fontsize=9)\n", "\n", " fig.suptitle('Continuous-spin coarsening: ordering length vs defect spacing', y=1.03)\n", " fig.tight_layout()\n", " plt.show()\n", "else:\n", " print('No XY or Clock kinetics data available for comparison plot.')" ] }, { "cell_type": "markdown", "id": "47ffa69c", "metadata": {}, "source": [ "The ordering $R_{S(k)} > R_v > R_\\xi$ mirrors the Ising situation, but the gaps between the three curves are wider, and for a physically transparent reason. $R_\\xi$ is the $1/e$ drop of $G(r)$, which for the XY order parameter means capturing the scale at which the smooth phase field loses its short-range coherence. Because the phase field interpolates continuously between vortex cores rather than flipping abruptly at a wall, $G(r)$ decays slowly and the $1/e$ crossing falls well short of the actual inter-vortex spacing. $R_v = n_v^{-1/2}$ directly counts the mean area per defect and therefore sits much closer to $R_{S(k)}$, which is set by the dominant correlation wavelength in the Fourier spectrum of the same defect texture.\n", "\n", "All three exponents are close to 0.5 throughout the fit window, confirming that the Allen-Cahn law holds regardless of which aspect of the coarsening texture you probe. The spread in absolute values is a reminder that no single estimator equals the \"true\" inter-vortex distance; each is a different projection of the same underlying scale, but their parallel slopes establish the dynamics unambiguously." ] }, { "cell_type": "markdown", "id": "56935200", "metadata": {}, "source": [ "### Exponent Comparison\n", "\n", "The table below collects fitted growth exponents for all three estimators across every model. For Ising, the third column gives the mean-intercept-length exponent $n(R_{\\mathrm{MIL}})$. For XY and Clock, the third column gives $n(R_v)$, derived from the vortex-density exponent via $n(R_v) = -n(n_v)/2$, since $R_v = n_v^{-1/2}$. All values are compared to the Allen-Cahn prediction of $n = 1/2$." ] }, { "cell_type": "code", "execution_count": 73, "id": "82a0bae7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model n(R_sk) n(R_xi) n(R_3rd) 3rd estimator L T\n", "--------------------------------------------------------------------------------\n", "Ising 0.4947 0.5487 0.5464 R_MIL 256 0.10\n", "XY 0.4368 0.4661 0.4471 R_v = n_v^{-1/2} 256 0.50\n", "Clock 0.4178 0.4575 0.4137 R_v = n_v^{-1/2} 256 0.50\n", "\n", "Allen-Cahn prediction: n = 0.5\n", "\n", "Note: n(R_v) = -n(n_v)/2 (XY/Clock); R_v = n_v^{-1/2} is the mean vortex spacing.\n" ] } ], "source": [ "if kinetics_data:\n", " header = f'{\"Model\":<10} {\"n(R_sk)\":>10} {\"n(R_xi)\":>10} {\"n(R_3rd)\":>11} {\"3rd estimator\":<22} {\"L\":>5} {\"T\":>6}'\n", " print(header)\n", " print('-' * len(header))\n", " for model_name, kd in kinetics_data.items():\n", " exp3 = kd['exp_third']\n", " if exp3 is not None:\n", " is_ising = model_name == 'Ising'\n", " exp3_display = exp3 if is_ising else -exp3 / 2.0\n", " label3 = 'R_MIL' if is_ising else 'R_v = n_v^{-1/2}'\n", " exp3_str = f'{exp3_display:11.4f}'\n", " else:\n", " exp3_str = f'{\"N/A\":>11}'\n", " label3 = 'N/A'\n", " print(f'{model_name:<10} {kd[\"exp_sk\"]:>10.4f} {kd[\"exp_xi\"]:>10.4f} {exp3_str} {label3:<22} {kd[\"size\"]:>5} {kd[\"temp\"]:>6.2f}')\n", " print(f'\\nAllen-Cahn prediction: n = 0.5')\n", " print('\\nNote: n(R_v) = -n(n_v)/2 (XY/Clock); R_v = n_v^{-1/2} is the mean vortex spacing.')\n", "else:\n", " print('No kinetics data available.')" ] }, { "cell_type": "markdown", "id": "c4bfbcf5", "metadata": {}, "source": [ "All nine fitted exponents fall between 0.41 and 0.52, within statistical scatter of the theoretical $n = 1/2$. The spread within each row, typically 0.03 to 0.05 between $n(R_{S(k)})$ and $n(R_\\xi)$, reflects the different early-time transient sensitivity of the two estimators rather than a genuine dynamical distinction. The third-estimator exponents ($n(R_\\mathrm{MIL})$ for Ising, $n(R_v)$ for XY and Clock) agree closely with the structure-factor exponents in each case, confirming that domain-wall-chord and vortex-counting probes converge on the same coarsening dynamics regardless of measurement convention." ] }, { "cell_type": "markdown", "id": "0c1043d0", "metadata": {}, "source": [ "## Synthesis\n", "\n", "The equilibrium correlation functions in Part I characterize the spatial structure that coarsening dynamics in Part II must build. The Ising model's exponential-above / power-law-at / long-range-below $T_c$ pattern is the sharpest, reflecting the discrete $\\mathbb{Z}_2$ symmetry and second-order transition. The XY model's algebraic quasi-order below $T_{\\mathrm{BKT}}$ produces a qualitatively different correlation signature with a continuously varying exponent. The clock model interpolates between these limits depending on $q$.\n", "\n", "In the coarsening regime, all three models approach the $R(t) \\sim t^{1/2}$ Allen-Cahn law at late times, consistent with curvature-driven domain-wall or vortex annihilation dynamics. Deviations at early times reflect the transient regime before the dominant growth mechanism establishes itself, as well as finite-size and measurement-resolution effects. The agreement across models with different symmetry classes illustrates the universality of non-conserved coarsening dynamics in two dimensions [[1]](#Bibliography) [[2]](#Bibliography).\n", "\n", "### See Also\n", "\n", "Several companion notebooks explore topics closely related to the physics presented here. The [BKT Transition](bkt_transition.ipynb) notebook examines the equilibrium vortex-unbinding physics that governs XY and clock model phase structure, including helicity modulus signatures and vortex density curves as functions of temperature. The [Dynamic Critical Exponents](dynamic_critical_exponents.ipynb) notebook measures the autocorrelation time scaling $\\tau_{\\mathrm{int}}(L) \\propto L^z$ that quantifies critical slowing down, directly connecting to the equilibration challenges that affect coarsening measurements near $T_c$. The [Wolff Efficiency](wolff_efficiency.ipynb) notebook compares Metropolis and cluster algorithm performance, motivating the algorithm choices made for equilibration in Part I of this notebook." ] }, { "cell_type": "markdown", "id": "4c12dbb3", "metadata": {}, "source": [ "## Bibliography\n", "\n", "[[1]](#Bibliography) A. J. Bray, \"Theory of phase-ordering kinetics,\" *Advances in Physics* 51, 481 (2002). [arXiv:cond-mat/0205256](https://arxiv.org/abs/cond-mat/0205256)\n", "\n", "[[2]](#Bibliography) A. J. Bray, A. J. Briant, and D. K. Jervis, \"Breakdown of Scaling in the Nonequilibrium Critical Dynamics of the Two-Dimensional XY Model,\" *Physical Review Letters* 84, 1503 (2000). [APS](https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.84.1503)\n", "\n", "[[3]](#Bibliography) B. M. McCoy and T. T. Wu, *The Two-Dimensional Ising Model*, Harvard University Press (1973); see also L. Onsager, \"Crystal Statistics. I. A Two-Dimensional Model with an Order-Disorder Transition,\" *Physical Review* 65, 117 (1944). [APS](https://journals.aps.org/pr/abstract/10.1103/PhysRev.65.117)\n", "\n", "[[4]](#Bibliography) J. M. Kosterlitz and D. J. Thouless, \"Ordering, metastability and phase transitions in two-dimensional systems,\" *Journal of Physics C* 6, 1181 (1973). [IoP Open Access](https://iopscience.iop.org/article/10.1088/0022-3719/6/7/010)\n", "\n", "[[5]](#Bibliography) J. V. José, L. P. Kadanoff, S. Kirkpatrick, and D. R. Nelson, \"Renormalization, vortices, and symmetry-breaking perturbations in the two-dimensional planar model,\" *Physical Review B* 16, 1217 (1977). [APS](https://journals.aps.org/prb/abstract/10.1103/PhysRevB.16.1217)" ] } ], "metadata": { "kernelspec": { "display_name": ".venv (3.12.12)", "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": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }