{ "cells": [ { "cell_type": "markdown", "id": "086f9d1b", "metadata": {}, "source": [ "Copyright 2025 Marc Kamionkowski and Kris Sigurdson.\n", "Licensed under Apache-2.0 (http://www.apache.org/licenses/LICENSE-2.0).\n", "\n", "This notebook demonstrates visualization and analysis of anisotropic velocity distributions in self-interacting dark matter halos. It reproduces all figures from the paper \"Gravothermal collapse of self-interacting dark-matter halos with anisotropic velocity distributions.\"\n", "\n", "You must have successfully installed NSphere by following the instructions in the main [README](https://github.com/kris-sigurdson/NSphere). Ensure the `nsphere` Python virtual environment is activated (`source ./activate_nsphere` from the project root).\n", "\n", "This Jupyter notebook is set up to be run from the `NSphere-SIDM/examples` subdirectory." ] }, { "cell_type": "markdown", "id": "v51j1yo4ezq", "metadata": {}, "source": [ "### Anisotropic SIDM Halo Analysis\n", "\n", "## Data Generation Commands\n", "\n", "This notebook requires simulation data generated with the following commands from the `NSphere-SIDM` directory:\n", "\n", "**Constant-β models** (5 runs for **Figure 1**, **Figure 2**):\n", "```bash\n", "# Beta = 0 (isotropic)\n", "./nsphere \\\n", " --ntimesteps 6250001 \\\n", " --nout 250 \\\n", " --dtwrite 25000 \\\n", " --tfinal 300 \\\n", " --profile hernquist \\\n", " --scale-radius 1.18 \\\n", " --halo-mass 2.818e8 \\\n", " --sort 6 \\\n", " --master-seed 42 \\\n", " --sidm \\\n", " --tag beta0.0\n", "\n", "# Beta = 0.5 (radial)\n", "./nsphere \\\n", " --ntimesteps 6250001 \\\n", " --nout 250 \\\n", " --dtwrite 25000 \\\n", " --tfinal 300 \\\n", " --profile hernquist \\\n", " --scale-radius 1.18 \\\n", " --halo-mass 2.818e8 \\\n", " --sort 6 \\\n", " --master-seed 42 \\\n", " --sidm \\\n", " --tag beta0.5 \\\n", " --aniso-beta 0.5\n", "```\n", "\n", "Additional runs use `--aniso-beta -0.5` (tag `beta-0.5`), `--aniso-beta -0.25` (tag `beta-0.25`), and `--aniso-beta 0.25` (tag `beta0.25`) with the same parameters.\n", "\n", "**Osipkov-Merritt models** (11 runs for **Figure 3**):\n", "```bash\n", "# Example: Beta(r_s) = 0.25 (extended run)\n", "./nsphere \\\n", " --ntimesteps 9375001 \\\n", " --nout 375 \\\n", " --dtwrite 25000 \\\n", " --tfinal 450 \\\n", " --profile hernquist \\\n", " --scale-radius 1.18 \\\n", " --halo-mass 2.818e8 \\\n", " --sort 6 \\\n", " --master-seed 42 \\\n", " --sidm \\\n", " --tag betascale0.25 \\\n", " --aniso-betascale 0.25\n", "```\n", "\n", "Additional runs with `--aniso-betascale`: 0.05, 0.10, 0.15, 0.175, 0.40, 0.50, 0.60, 0.70 use the same extended parameters with corresponding tags. The isotropic run and β(r_s)=0.80 use standard parameters (tfinal=300, nout=250, ntimesteps=6250001).\n", "\n", "**Figure 4** requires no simulation data (analytical calculations only).\n", "\n", "For more information on NSphere, see the [full documentation](https://kris-sigurdson.github.io/NSphere/)." ] }, { "cell_type": "markdown", "id": "2y035eb8777", "metadata": {}, "source": [ "## Figure 1: Initial Phase-Space Distributions for Different β Values\n", "\n", "This cell creates the 3-panel phase-space comparison showing how the initial radial velocity distribution changes with anisotropy parameter β." ] }, { "cell_type": "code", "execution_count": 1, "id": "izgp1iy5eu", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig1.pdf\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Import necessary libraries\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.ndimage import gaussian_filter\n", "from scipy.integrate import quad\n", "import os\n", "\n", "# Define the record dtype for binary data files\n", "record_dtype = np.dtype([\n", " ('rank', np.int32),\n", " ('mass', np.float32),\n", " ('R', np.float32),\n", " ('Vrad', np.float32),\n", " ('PsiA', np.float32),\n", " ('E', np.float32),\n", " ('L', np.float32)\n", "])\n", "\n", "# Define the paths to initial condition files for each beta value\n", "paths = {\n", " r'$\\beta=-1/2$': \"../data/Rank_Mass_Rad_VRad_unsorted_t00000_beta-0.5_100000_6250001_300.dat\",\n", " r'$\\beta=0$': \"../data/Rank_Mass_Rad_VRad_unsorted_t00000_beta0.0_100000_6250001_300.dat\",\n", " r'$\\beta=1/2$': \"../data/Rank_Mass_Rad_VRad_unsorted_t00000_beta0.5_100000_6250001_300.dat\"\n", "}\n", "\n", "# Define bin edges for radius (R) and radial velocity (Vrad)\n", "bin_edges_R = np.arange(0, 10, 0.2) # 0 to 10 kpc in steps of 0.2\n", "bin_edges_V = np.arange(-50, 50, 1) # -50 to 50 km/s in steps of 1\n", "\n", "# Storage for histograms\n", "histograms = {}\n", "\n", "# Process each file\n", "for label, file_path in paths.items():\n", " try:\n", " alldata = np.fromfile(file_path, dtype=record_dtype)\n", " data_R = alldata['R']\n", " data_Vrad = alldata['Vrad'] / 1.023e-3 # Convert to km/s\n", " \n", " # Compute 2D histogram\n", " hist, _, _ = np.histogram2d(data_R, data_Vrad, bins=[bin_edges_R, bin_edges_V])\n", " smoothed_hist = gaussian_filter(hist, sigma=(0.1, 0.1))\n", " histograms[label] = smoothed_hist\n", " \n", " except Exception as e:\n", " print(f\"Error reading file {file_path}: {e}\")\n", " histograms[label] = np.zeros((len(bin_edges_R)-1, len(bin_edges_V)-1))\n", "\n", "# Create the 3-panel figure\n", "vmax = 240 # Match paper scale\n", "fig, axes = plt.subplots(1, 3, figsize=(18, 5))\n", "\n", "for idx, (label, hist) in enumerate(histograms.items()):\n", " ax = axes[idx]\n", " im = ax.imshow(hist.T, origin='lower',\n", " extent=[bin_edges_R[0], bin_edges_R[-1], bin_edges_V[0], bin_edges_V[-1]],\n", " aspect='auto', cmap='viridis', vmin=0, vmax=vmax)\n", " \n", " ax.set_xlabel(r\"$r$ (kpc)\", fontsize=12)\n", " if idx == 0:\n", " ax.set_ylabel(r\"$v_r$ (km/s)\", fontsize=12)\n", " ax.set_title(label, fontsize=14)\n", " ax.set_ylim([-25, 25])\n", "\n", "# Add title and colorbar BEFORE tight_layout\n", "fig.suptitle(r\"Initial Phase-Space Density for Different $\\beta$ Values\", fontsize=16, y=0.98)\n", "fig.colorbar(im, ax=axes.ravel().tolist(), label=\"Count\", pad=0.02)\n", "\n", "# Save Figure 1 as PDF (matching paper figure)\n", "# This generates pdf/fig1.pdf - the initial phase-space density plot\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig1.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig1.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "o4qe0rqfsyk", "metadata": {}, "source": [ "## Figures 2a, 2b, 2c: Evolution Analysis for 5 Constant-β Models\n", "\n", "This cell analyzes the time evolution of:\n", "- **Fig 2a**: Particle count in innermost 0.02 kpc\n", "- **Fig 2b**: Velocity dispersion in inner 0.2 kpc\n", "- **Fig 2c**: Anisotropy parameter β evolution" ] }, { "cell_type": "code", "execution_count": 2, "id": "t4yn7yfwh0e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing $\\beta=-1/2$...\n", " 0.1% threshold = 100.0 particles (N=100000)\n", "Processing $\\beta=-1/4$...\n", "Processing $\\beta=0$...\n", "Processing $\\beta=1/4$...\n", "Processing $\\beta=1/2$...\n", "\n", "Processed 5 runs\n" ] } ], "source": [ "from scipy.ndimage import gaussian_filter1d\n", "import numpy as np\n", "import os\n", "\n", "record_dtype = np.dtype([\n", " ('rank', np.int32),\n", " ('mass', np.float32),\n", " ('R', np.float32),\n", " ('Vrad', np.float32),\n", " ('PsiA', np.float32),\n", " ('E', np.float32),\n", " ('L', np.float32)\n", "])\n", "\n", "# Define the five beta configurations\n", "beta_configs = {\n", " r'$\\beta=-1/2$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_beta-0.5_100000_6250001_300.dat\",\n", " 'color': 'blue', 'linestyle': '-'\n", " },\n", " r'$\\beta=-1/4$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_beta-0.25_100000_6250001_300.dat\",\n", " 'color': 'purple', 'linestyle': ':'\n", " },\n", " r'$\\beta=0$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_beta0.0_100000_6250001_300.dat\",\n", " 'color': 'green', 'linestyle': '--'\n", " },\n", " r'$\\beta=1/4$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_beta0.25_100000_6250001_300.dat\",\n", " 'color': 'violet', 'linestyle': '-.'\n", " },\n", " r'$\\beta=1/2$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_beta0.5_100000_6250001_300.dat\",\n", " 'color': 'red', 'linestyle': ':'\n", " }\n", "}\n", "\n", "time_steps = range(0, 250, 1)\n", "bin_edges = np.arange(0, 2, 0.02)\n", "results = {}\n", "threshold_particles = None\n", "\n", "# Process each beta configuration\n", "for beta_label, config in beta_configs.items():\n", " print(f\"Processing {beta_label}...\")\n", " \n", " lowest_bin_counts = []\n", " msv_bins1_n_list = []\n", " beta_bins1_n_list = []\n", " actual_time_steps = []\n", " \n", " for time_step in time_steps:\n", " file_path = config['path_template'].format(timestep=time_step)\n", " try:\n", " if not os.path.exists(file_path):\n", " continue\n", " \n", " alldata = np.fromfile(file_path, dtype=record_dtype)\n", " \n", " if threshold_particles is None and alldata.size > 0:\n", " threshold_particles = alldata.size / 1000\n", " print(f\" 0.1% threshold = {threshold_particles:.1f} particles (N={alldata.size})\")\n", " \n", " if alldata.size == 0:\n", " continue\n", " \n", " radii = alldata['R']\n", " vrad = alldata['Vrad']\n", " L = alldata['L']\n", " \n", " # Calculate tangential velocity\n", " with np.errstate(divide='ignore', invalid='ignore'):\n", " vtangential = np.where(radii > 1e-6, L / radii, 0.0)\n", " \n", " # Filter for valid particles\n", " valid_mask = (np.isfinite(radii) & np.isfinite(vrad) & \n", " np.isfinite(vtangential) & (radii > 1e-6))\n", " \n", " if not np.any(valid_mask):\n", " continue\n", " \n", " radii = radii[valid_mask]\n", " vrad = vrad[valid_mask]\n", " vtangential = vtangential[valid_mask]\n", " \n", " # Histogram and smoothing\n", " counts, _ = np.histogram(radii, bins=bin_edges)\n", " smoothed_counts = gaussian_filter1d(counts, sigma=0.001)\n", " lowest_bin_counts.append(smoothed_counts[0])\n", " \n", " # Velocity dispersion for inner bins\n", " bin_indices = np.digitize(radii, bin_edges, right=False)\n", " mask_bins1_n = (bin_indices >= 1) & (bin_indices <= 10)\n", " vrad_bins1_n = vrad[mask_bins1_n]\n", " vtangential_bins1_n = vtangential[mask_bins1_n]\n", " \n", " if len(vrad_bins1_n) > 10:\n", " mean_vr2 = np.mean(vrad_bins1_n**2) / (1.023e-3**2)\n", " mean_vtan2 = np.mean(vtangential_bins1_n**2) / (1.023e-3**2)\n", " msv_bins1_n = mean_vr2 + mean_vtan2\n", " \n", " # Calculate beta\n", " if mean_vr2 > 1e-10:\n", " beta_bins1_n = 1.0 - mean_vtan2 / (2.0 * mean_vr2)\n", " beta_bins1_n = np.clip(beta_bins1_n, -1.0, 1.0)\n", " else:\n", " beta_bins1_n = np.nan\n", " else:\n", " msv_bins1_n = np.nan\n", " beta_bins1_n = np.nan\n", " \n", " msv_bins1_n_list.append(msv_bins1_n)\n", " beta_bins1_n_list.append(beta_bins1_n)\n", " actual_time_steps.append(time_step)\n", " \n", " except Exception as e:\n", " continue\n", " \n", " # Convert to Gyr\n", " actual_time_steps_gyr = 10.801 / 250 * np.array(actual_time_steps)\n", " lowest_bin_counts_array = np.array(lowest_bin_counts)\n", " \n", " # Find peak\n", " if len(lowest_bin_counts_array) > 0:\n", " max_idx = np.argmax(lowest_bin_counts_array)\n", " else:\n", " max_idx = 0\n", " \n", " results[beta_label] = {\n", " 'time': actual_time_steps_gyr[:max_idx+1],\n", " 'time_full': actual_time_steps_gyr,\n", " 'lowest_bin_counts': lowest_bin_counts_array[:max_idx+1],\n", " 'lowest_bin_counts_full': lowest_bin_counts_array,\n", " 'msv_bins1_n': np.array(msv_bins1_n_list)[:max_idx+1],\n", " 'beta_bins1_n': np.array(beta_bins1_n_list),\n", " 'color': config['color'],\n", " 'linestyle': config['linestyle']\n", " }\n", "\n", "print(f\"\\nProcessed {len(results)} runs\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "2ds200ncmdm", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig2a.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 2a: Particle count evolution\n", "fig2a, ax2a = plt.subplots(figsize=(10, 6))\n", "for beta_label, data in results.items():\n", " ax2a.plot(data['time'], data['lowest_bin_counts'], \n", " marker='.', linestyle=data['linestyle'], color=data['color'], \n", " label=beta_label, linewidth=2)\n", "\n", "ax2a.set_xlabel(r\"$t$ (Gyr)\", fontsize=16)\n", "ax2a.set_ylabel(r\"$N_{0.02}$\", fontsize=16)\n", "ax2a.set_title(\"Number of particles with r < 0.02 kpc\", fontsize=14)\n", "ax2a.legend(fontsize=14, loc='best')\n", "ax2a.set_xlim(0, 6.2)\n", "ax2a.set_ylim(0, 500)\n", "ax2a.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "\n", "# Save Figure 2a as PDF (matching paper figure)\n", "# This generates pdf/fig2a.pdf - particle count evolution in central 0.02 kpc\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig2a.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig2a.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 4, "id": "0er9f37kkpqr", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig2b.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 2b: Velocity dispersion evolution - truncate at σ² peak\n", "fig2b, ax2b = plt.subplots(figsize=(10, 6))\n", "for beta_label, data in results.items():\n", " valid_msv = ~np.isnan(data['msv_bins1_n'])\n", " if np.any(valid_msv):\n", " msv_peak_idx = np.argmax(data['msv_bins1_n'][valid_msv])\n", " ax2b.plot(data['time'][valid_msv][:msv_peak_idx+1], \n", " data['msv_bins1_n'][valid_msv][:msv_peak_idx+1], \n", " marker='.', linestyle=data['linestyle'], color=data['color'], \n", " label=beta_label, linewidth=2)\n", "\n", "ax2b.set_xlabel(r\"$t$ (Gyr)\", fontsize=16)\n", "ax2b.set_ylabel(r'$\\sigma^2$ (km/s)$^2$', fontsize=16)\n", "ax2b.set_title(\"Velocity Dispersion at r < 0.2 kpc\", fontsize=14)\n", "ax2b.legend(fontsize=14, loc='best')\n", "ax2b.set_xlim(0, 6.2)\n", "ax2b.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "\n", "# Save Figure 2b as PDF (matching paper figure)\n", "# This generates pdf/fig2b.pdf - velocity dispersion evolution in central 0.2 kpc\n", "# Each curve truncated at its σ² peak to avoid post-collapse artifacts\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig2b.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig2b.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 5, "id": "dx4vt8wizkk", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig2c.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 2c: Beta evolution - truncate at 0.1% threshold (collapse time)\n", "fig2c, ax2c = plt.subplots(figsize=(10, 6))\n", "\n", "paper_betas = [r'$\\beta=-1/2$', r'$\\beta=0$', r'$\\beta=1/2$']\n", "\n", "for beta_label, data in results.items():\n", " if beta_label in paper_betas:\n", " full_counts = data.get('lowest_bin_counts_full', [])\n", " time_full = np.array(data['time_full'])\n", " \n", " if len(full_counts) > 0 and len(time_full) > 0:\n", " threshold_mask = full_counts >= threshold_particles\n", " if np.any(threshold_mask):\n", " threshold_idx = np.argmax(threshold_mask)\n", " collapse_time = time_full[threshold_idx]\n", " else:\n", " collapse_time = time_full[-1]\n", " elif len(data['time']) > 0:\n", " collapse_time = data['time'][-1]\n", " else:\n", " continue\n", " \n", " valid_beta = ~np.isnan(data['beta_bins1_n'])\n", " time_mask = time_full <= collapse_time\n", " combined_mask = valid_beta & time_mask\n", " \n", " ax2c.plot(time_full[combined_mask], data['beta_bins1_n'][combined_mask], \n", " marker='.', linestyle=data['linestyle'], color=data['color'], \n", " label=beta_label, linewidth=2)\n", "\n", "ax2c.set_xlabel(r\"$t$ (Gyr)\", fontsize=16)\n", "ax2c.set_ylabel(r'$\\beta$', fontsize=16)\n", "ax2c.set_title(\"Anisotropy at r < 0.2 kpc\", fontsize=14)\n", "ax2c.legend(fontsize=14, loc='best')\n", "ax2c.set_xlim(0, 6.2)\n", "ax2c.set_ylim(-0.3, 0.3)\n", "ax2c.grid(True, alpha=0.3)\n", "ax2c.axhline(y=0, color='k', linestyle='--', alpha=0.3)\n", "plt.tight_layout()\n", "\n", "# Save Figure 2c as PDF (matching paper figure)\n", "# This generates pdf/fig2c.pdf - anisotropy β evolution for 3 representative runs\n", "# Each curve truncated at 0.1% threshold (when 100 particles enter r < 0.02 kpc)\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig2c.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig2c.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c8cwv81wd", "metadata": {}, "source": [ "## Figures 3a, 3b: Osipkov-Merritt Model Analysis\n", "\n", "Analyzes 11 Osipkov-Merritt models (isotropic plus 10 anisotropic configurations with β(r_s) from 0.05 to 0.80). Most models use extended runs (ntimesteps=9375001, nout=375, tfinal=450). The isotropic and β(r_s)=0.80 models use standard parameters (ntimesteps=6250001, nout=250, tfinal=300).\n", "\n", "These cells create:\n", "- **Fig 3a**: Central velocity dispersion evolution for all OM models\n", "- **Fig 3b**: Core collapse time vs anisotropy parameter β(r_s)" ] }, { "cell_type": "code", "execution_count": 6, "id": "8p3fmv7oypr", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing Isotropic ($\\beta=0$)...\n", " 0.1% threshold = 100.0 particles\n", " Processed 251 timesteps\n", "Processing $\\beta(r_s)=0.05$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.10$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.15$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.175$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.25$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.40$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.50$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.60$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.70$...\n", " Processed 376 timesteps\n", "Processing $\\beta(r_s)=0.80$...\n", " Processed 251 timesteps\n", "Processed 11 models, 11 cross threshold\n" ] } ], "source": [ "# Process OM models - ALL timesteps for each model\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.ndimage import gaussian_filter1d\n", "import os\n", "import re\n", "\n", "kmsec_to_kpcmyr = 1.02271e-3\n", "\n", "record_dtype = np.dtype([\n", " ('rank', np.int32),\n", " ('mass', np.float32),\n", " ('R', np.float32),\n", " ('Vrad', np.float32),\n", " ('PsiA', np.float32),\n", " ('E', np.float32),\n", " ('L', np.float32)\n", "])\n", "\n", "om_configs = {\n", " r'Isotropic ($\\beta=0$)': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_100000_6250001_300.dat\",\n", " 'max_t': 250, 'time_factor': 10.801/250,\n", " 'color': 'black', 'linestyle': '-', 'linewidth': 2.5, 'is_om': False\n", " },\n", " r'$\\beta(r_s)=0.05$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.05_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'blue', 'linestyle': '-', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.10$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.1_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'green', 'linestyle': '--', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.15$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.15_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'cyan', 'linestyle': '-.', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.175$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.175_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'teal', 'linestyle': ':', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.25$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.25_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'goldenrod', 'linestyle': '-', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.40$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.4_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'red', 'linestyle': '-.', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.50$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.5_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'brown', 'linestyle': '-', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.60$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.6_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'magenta', 'linestyle': ':', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.70$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.7_100000_9375001_450.dat\",\n", " 'max_t': 375, 'time_factor': 16.2/375,\n", " 'color': 'olive', 'linestyle': '--', 'linewidth': 2, 'is_om': True\n", " },\n", " r'$\\beta(r_s)=0.80$': {\n", " 'path_template': \"../data/Rank_Mass_Rad_VRad_unsorted_t00{timestep:03d}_betascale0.8_100000_6250001_300.dat\",\n", " 'max_t': 250, 'time_factor': 10.801/250,\n", " 'color': 'darkred', 'linestyle': '-', 'linewidth': 2, 'is_om': True\n", " }\n", "}\n", "\n", "bin_edges = np.arange(0, 2, 0.02)\n", "results_om = {}\n", "threshold_particles = None\n", "\n", "for run_label, config in om_configs.items():\n", " print(f\"Processing {run_label}...\")\n", " \n", " lowest_bin_counts = []\n", " msv_bins1_n_list = []\n", " actual_times = []\n", " \n", " for t in range(0, config['max_t'] + 1):\n", " try:\n", " fpath = config['path_template'].format(timestep=t)\n", " if not os.path.exists(fpath):\n", " continue\n", " \n", " data = np.fromfile(fpath, dtype=record_dtype)\n", " \n", " if threshold_particles is None and data.size > 0:\n", " threshold_particles = data.size / 1000\n", " print(f\" 0.1% threshold = {threshold_particles:.1f} particles\")\n", " \n", " if data.size == 0:\n", " continue\n", " \n", " radii = data['R']\n", " vrad = data['Vrad']\n", " \n", " valid = np.isfinite(radii) & np.isfinite(vrad) & (radii > 1e-6)\n", " radii = radii[valid]\n", " vrad = vrad[valid]\n", " \n", " counts, _ = np.histogram(radii, bins=bin_edges)\n", " smoothed = gaussian_filter1d(counts, sigma=0.001)\n", " lowest_bin_counts.append(smoothed[0])\n", " \n", " bin_indices = np.digitize(radii, bin_edges, right=False)\n", " mask = (bin_indices >= 1) & (bin_indices <= 10)\n", " vrad_inner = vrad[mask]\n", " \n", " if len(vrad_inner) > 10:\n", " msv = 3.0 * np.mean(vrad_inner**2) / (1.023e-3**2)\n", " else:\n", " msv = np.nan\n", " \n", " msv_bins1_n_list.append(msv)\n", " actual_times.append(t * config['time_factor'])\n", " \n", " except:\n", " continue\n", " \n", " print(f\" Processed {len(actual_times)} timesteps\")\n", " \n", " results_om[run_label] = {\n", " 'time': np.array(actual_times),\n", " 'msv_bins1_n': np.array(msv_bins1_n_list),\n", " 'lowest_bin_counts_full': np.array(lowest_bin_counts),\n", " 'color': config['color'],\n", " 'linestyle': config['linestyle'],\n", " 'linewidth': config['linewidth'],\n", " 'is_om': config['is_om']\n", " }\n", "\n", "# Calculate threshold times\n", "om_threshold_data = []\n", "\n", "for run_label, data in results_om.items():\n", " if data['is_om']:\n", " match = re.search(r'beta\\(r_s\\)=([0-9.]+)', run_label)\n", " if match:\n", " beta_s = float(match.group(1))\n", " counts = data['lowest_bin_counts_full']\n", " times = data['time']\n", " threshold_mask = counts >= threshold_particles\n", " if np.any(threshold_mask):\n", " om_threshold_data.append({\n", " 'beta_s': beta_s,\n", " 't_0.1%': times[np.argmax(threshold_mask)],\n", " 'color': data['color']\n", " })\n", "\n", "for run_label, data in results_om.items():\n", " if not data['is_om']:\n", " counts = data['lowest_bin_counts_full']\n", " times = data['time']\n", " threshold_mask = counts >= threshold_particles\n", " if np.any(threshold_mask):\n", " om_threshold_data.append({\n", " 'beta_s': 0.0,\n", " 't_0.1%': times[np.argmax(threshold_mask)],\n", " 'color': data['color']\n", " })\n", "\n", "om_threshold_data = sorted(om_threshold_data, key=lambda x: x['beta_s'])\n", "print(f\"Processed {len(results_om)} models, {len(om_threshold_data)} cross threshold\")" ] }, { "cell_type": "code", "execution_count": 7, "id": "j6yg5nzsacs", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig3a.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 3a: Central velocity dispersion evolution for all OM models\n", "# Truncate each curve at its velocity dispersion peak\n", "fig_v2, ax_v2 = plt.subplots(figsize=(8, 6))\n", "\n", "for run_label, data in results_om.items():\n", " if len(data['msv_bins1_n']) > 0:\n", " # Find velocity dispersion peak for THIS curve\n", " valid_mask = ~np.isnan(data['msv_bins1_n'])\n", " if np.any(valid_mask):\n", " msv_valid = data['msv_bins1_n'][valid_mask]\n", " time_valid = data['time'][valid_mask]\n", " \n", " # Find peak in velocity dispersion\n", " msv_peak_idx = np.argmax(msv_valid)\n", " \n", " # Plot only up to velocity dispersion peak\n", " ax_v2.plot(time_valid[:msv_peak_idx+1], msv_valid[:msv_peak_idx+1], \n", " marker='.', linestyle=data['linestyle'], color=data['color'], \n", " label=run_label, linewidth=data['linewidth'], markersize=3)\n", "\n", "ax_v2.set_xlabel(r\"$t$ (Gyr)\", fontsize=14)\n", "ax_v2.set_ylabel(r\"$\\sigma^2$ (km/s)$^2$\", fontsize=14)\n", "ax_v2.set_title(r\"Central Velocity Dispersion ($r < 0.2$ kpc)\", fontsize=16)\n", "ax_v2.legend(fontsize=8, loc='upper left', ncol=2, framealpha=0.9)\n", "ax_v2.set_xlim(0, 12.4)\n", "ax_v2.grid(True, alpha=0.3)\n", "ax_v2.tick_params(axis='both', which='major', labelsize=10)\n", "plt.tight_layout()\n", "\n", "# Save Figure 3a as PDF (matching paper figure)\n", "# This generates pdf/fig3a.pdf - velocity dispersion for 11 Osipkov-Merritt models\n", "# Each curve shows evolution up to its σ² peak (extended runs to 16.2 Gyr where available)\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig3a.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig3a.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "id": "6yy84enl1nd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved: pdf/fig3b.pdf\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Figure 3b: Core collapse time vs anisotropy parameter\n", "fig_beta, ax_beta = plt.subplots(figsize=(8, 6))\n", "\n", "if om_threshold_data:\n", " beta_s_values = [d[\"beta_s\"] for d in om_threshold_data]\n", " t_threshold_values = [d[\"t_0.1%\"] for d in om_threshold_data]\n", " colors = [d[\"color\"] for d in om_threshold_data]\n", " \n", " ax_beta.scatter(beta_s_values, t_threshold_values, c=colors, s=120, zorder=3, \n", " edgecolors=\"black\", linewidth=1.5, alpha=0.9)\n", " ax_beta.plot(beta_s_values, t_threshold_values, \"k--\", alpha=0.3, linewidth=1, zorder=1)\n", " \n", " ax_beta.set_xlabel(r\"$\\beta(r_s)$\", fontsize=14)\n", " ax_beta.set_ylabel(r\"$t_{0.1\\%}$ (Gyr)\", fontsize=14)\n", " ax_beta.set_title(r\"Core Collapse Time vs Anisotropy\", fontsize=16)\n", " ax_beta.grid(True, alpha=0.3)\n", " ax_beta.set_xlim(-0.05, max(beta_s_values) + 0.05 if beta_s_values else 0.85)\n", " ax_beta.axvline(x=0, color=\"gray\", linestyle=\":\", alpha=0.3)\n", " ax_beta.tick_params(axis=\"both\", which=\"major\", labelsize=10)\n", "\n", "plt.tight_layout()\n", "\n", "# Save Figure 3b as PDF (matching paper figure)\n", "# This generates pdf/fig3b.pdf - collapse time (t_0.1%) vs β(r_s) for 11 OM models\n", "# Shows when 100 particles (0.1% threshold) first enter r < 0.02 kpc\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig3b.pdf\", dpi=300, bbox_inches='tight')\n", "print('Saved: pdf/fig3b.pdf')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ku5mjnqb1m", "metadata": {}, "source": [ "## Figure 4: Theoretical Velocity Dispersion Profiles\n", "\n", "This cell calculates theoretical velocity dispersion profiles using the Jeans equation. No simulation data required - purely analytical calculations for:\n", "- **Model 1**: Constant β (5 values: -0.5, -0.25, 0, 0.25, 0.5)\n", "- **Model 2**: Osipkov-Merritt with variable β(r) (4 r_a values)" ] }, { "cell_type": "code", "execution_count": 9, "id": "r291dxn5lrb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Constants:\n", " G = 4.302e-06 kpc (km/s)^2 / M_sun\n", " r_s = 1.18 kpc\n", " rho_s = 27300000.0 M_sun / kpc^3\n", "Functions defined:\n", " Model 1 (constant β): v_squared_model1(r, beta)\n", " Model 2 (OM): v_squared_model2(r, r_a)\n", "\n", "Generating velocity dispersion profiles...\n", "\n", "Model 1: Computing 5 constant-β profiles...\n", " β = 0.50: complete\n", " β = 0.25: complete\n", " β = 0.00: complete\n", " β = -0.25: complete\n", " β = -0.50: complete\n", "\n", "Model 2: Computing 4 OM profiles...\n", " r_a = 0.3r_s: complete\n", " r_a = 1.0r_s: complete\n", " r_a = 3.3r_s: complete\n", " r_a = 10.0r_s: complete\n", "\n", "Saved: pdf/fig4.pdf\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.integrate import quad\n", "import matplotlib as mpl\n", "\n", "# Set up for publication quality\n", "mpl.rcParams['font.size'] = 12\n", "mpl.rcParams['axes.labelsize'] = 14\n", "mpl.rcParams['xtick.labelsize'] = 12\n", "mpl.rcParams['ytick.labelsize'] = 12\n", "mpl.rcParams['legend.fontsize'] = 10\n", "mpl.rcParams['figure.figsize'] = (10, 8)\n", "mpl.rcParams['lines.linewidth'] = 2\n", "\n", "# Physical constants\n", "G = 4.302e-6 # kpc (km/s)^2 / M_sun\n", "r_s = 1.18 # kpc\n", "rho_s = 2.73e7 # M_sun / kpc^3\n", "\n", "print('Constants:')\n", "print(f' G = {G} kpc (km/s)^2 / M_sun')\n", "print(f' r_s = {r_s} kpc')\n", "print(f' rho_s = {rho_s} M_sun / kpc^3')\n", "\n", "# Define functions for Hernquist profile\n", "def M(r):\n", " \"\"\"Enclosed mass function\"\"\"\n", " return 2 * np.pi * rho_s * r_s**3 * r**2 / (r**2 + r_s**2)\n", "\n", "def n(r):\n", " \"\"\"Number density function\"\"\"\n", " return 1 / ((r/r_s) * (1 + r/r_s)**3)\n", "\n", "# Model 1: Constant beta\n", "def integrand_model1(r_prime, r, beta):\n", " \"\"\"Integrand for model 1\"\"\"\n", " return r_prime**(2*beta - 2) * n(r_prime) * M(r_prime)\n", "\n", "def v_r_squared_model1(r, beta):\n", " \"\"\"Radial velocity dispersion squared for model 1\"\"\"\n", " integral, _ = quad(integrand_model1, r, np.inf, args=(r, beta))\n", " return G * integral / (r**(2*beta) * n(r))\n", "\n", "def v_squared_model1(r, beta):\n", " \"\"\"Total velocity dispersion squared for model 1\"\"\"\n", " return v_r_squared_model1(r, beta) * (3 - 2*beta)\n", "\n", "# Model 2: Variable beta (Osipkov-Merritt)\n", "def beta_model2(r, r_a):\n", " \"\"\"Beta function for model 2\"\"\"\n", " return r**2 / (r**2 + r_a**2)\n", "\n", "def integrand_model2(r_prime, r, r_a):\n", " \"\"\"Integrand for model 2\"\"\"\n", " return ((r_a/r_prime)**2 + 1) * n(r_prime) * M(r_prime)\n", "\n", "def v_r_squared_model2(r, r_a):\n", " \"\"\"Radial velocity dispersion squared for model 2\"\"\"\n", " integral, _ = quad(integrand_model2, r, np.inf, args=(r, r_a))\n", " return G * integral / ((r_a**2 + r**2) * n(r))\n", "\n", "def v_squared_model2(r, r_a):\n", " \"\"\"Total velocity dispersion squared for model 2\"\"\"\n", " beta_r = beta_model2(r, r_a)\n", " return v_r_squared_model2(r, r_a) * (3 - 2*beta_r)\n", "\n", "print('Functions defined:')\n", "print(' Model 1 (constant β): v_squared_model1(r, beta)')\n", "print(' Model 2 (OM): v_squared_model2(r, r_a)')\n", "\n", "# Create the plot\n", "print('\\nGenerating velocity dispersion profiles...')\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 8))\n", "\n", "# Radius range (in kpc)\n", "r_range = np.logspace(-2, 1, 100) # 0.01 to 10 kpc\n", "\n", "# Model 1: Plot for different beta values\n", "beta_values = [0.5, 0.25, 0, -0.25, -0.5]\n", "colors_model1 = plt.cm.Blues(np.linspace(0.3, 0.9, len(beta_values)))\n", "\n", "print(f'\\nModel 1: Computing {len(beta_values)} constant-β profiles...')\n", "for beta, color in zip(beta_values, colors_model1):\n", " v2_values = [v_squared_model1(r, beta) for r in r_range]\n", " ax.plot(r_range, v2_values, color=color, \n", " label=f'Model 1: β = {beta}',\n", " linestyle='-', linewidth=2.5)\n", " print(f' β = {beta:5.2f}: complete')\n", "\n", "# Model 2: Plot for different r_a values\n", "r_a_factors = [0.33, 1.0, 3.3, 10.0]\n", "r_a_values = [factor * r_s for factor in r_a_factors]\n", "colors_model2 = plt.cm.Reds(np.linspace(0.3, 0.9, len(r_a_values)))\n", "\n", "print(f'\\nModel 2: Computing {len(r_a_values)} OM profiles...')\n", "for r_a, factor, color in zip(r_a_values, r_a_factors, colors_model2):\n", " v2_values = [v_squared_model2(r, r_a) for r in r_range]\n", " ax.plot(r_range, v2_values, color=color, \n", " label=f'Model 2: $r_a$ = {factor}$r_s$',\n", " linestyle='--', linewidth=2.5)\n", " print(f' r_a = {factor:4.1f}r_s: complete')\n", "\n", "# Formatting with log-log scale\n", "ax.set_xlabel(r'$r$ (kpc)')\n", "ax.set_ylabel(r'$\\sigma^2$ (km/s)$^2$')\n", "ax.set_xscale('log')\n", "ax.set_yscale('log')\n", "ax.grid(True, alpha=0.3, which='both')\n", "ax.set_xlim(0.01, 10)\n", "\n", "# Create a two-column legend\n", "ax.legend(ncol=2, loc='lower left', framealpha=0.95)\n", "\n", "plt.tight_layout()\n", "\n", "# Save Figure 4 as PDF (matching paper figure)\n", "# This generates pdf/fig4.pdf - theoretical velocity dispersion profiles from Jeans equation\n", "# Model 1: 5 constant-β profiles (blue solid lines)\n", "# Model 2: 4 Osipkov-Merritt profiles with variable β(r) (red dashed lines)\n", "# Comment out the lines below if you only want to view the figure without saving\n", "os.makedirs(\"pdf\", exist_ok=True)\n", "plt.savefig(\"pdf/fig4.pdf\", dpi=300, bbox_inches='tight')\n", "print('\\nSaved: pdf/fig4.pdf')\n", "\n", "plt.show()" ] } ], "metadata": { "apache_2_0_license_text": "Copyright 2025 Marc Kamionkowski and Kris Sigurdson.\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.", "copyright": "Copyright 2025 Marc Kamionkowski and Kris Sigurdson. Licensed under Apache-2.0", "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": "3.13.8" }, "license": "Apache-2.0" }, "nbformat": 4, "nbformat_minor": 5 }