{ "cells": [ { "cell_type": "markdown", "id": "header", "metadata": {}, "source": [ "# Hierarchical BH Mergers in a Single Star Cluster\n", "\n", "Demonstrates `HierarchicalMergersInCluster` — hierarchical merger\n", "simulations for a single cluster specified by its mass ($M_{\\rm cl}$)\n", "and half-mass radius ($r_h$). 1G BH masses come from Kroupa IMF +\n", "stellar evolution at a given metallicity $Z$." ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:15.981839Z", "iopub.status.busy": "2026-06-13T10:28:15.981640Z", "iopub.status.idle": "2026-06-13T10:28:17.511988Z", "shell.execute_reply": "2026-06-13T10:28:17.511424Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "lal.MSUN_SI != Msun\n" ] } ], "source": [ "import warnings\n", "warnings.filterwarnings('ignore', 'Wswiglal-redir-stdio')\n", "\n", "from gwGenealogy.core import HierarchicalMergersInCluster\n", "from gwGenealogy.hosts.star_clusters import Mcl_rh_to_vescape\n", "from gwGenealogy.utils import set_rcparams\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "set_rcparams()\n" ] }, { "cell_type": "markdown", "id": "basic-header", "metadata": {}, "source": [ "## 1. Basic usage\n", "\n", "Specify the cluster via `Mcl` and `rh`. The escape velocity is computed\n", "automatically via the virial theorem:\n", "$v_{\\rm esc} = 2\\sqrt{0.4\\,G\\,M_{\\rm cl}/r_h}$." ] }, { "cell_type": "code", "execution_count": 2, "id": "basic-run", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:17.513428Z", "iopub.status.busy": "2026-06-13T10:28:17.513291Z", "iopub.status.idle": "2026-06-13T10:28:17.515434Z", "shell.execute_reply": "2026-06-13T10:28:17.514985Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cluster: Mcl = 1.0e+06 Msun, rh = 2.0 pc\n", "Escape velocity: 58.7 km/s\n" ] } ], "source": [ "Mcl = 1e6 # cluster mass [Msun]\n", "rh = 2.0 # half-mass radius [pc]\n", "\n", "v_esc = Mcl_rh_to_vescape(Mcl, rh)\n", "print(f\"Cluster: Mcl = {Mcl:.1e} Msun, rh = {rh} pc\")\n", "print(f\"Escape velocity: {v_esc:.1f} km/s\")" ] }, { "cell_type": "code", "execution_count": 3, "id": "basic-sim", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:17.516426Z", "iopub.status.busy": "2026-06-13T10:28:17.516363Z", "iopub.status.idle": "2026-06-13T10:28:18.055225Z", "shell.execute_reply": "2026-06-13T10:28:18.054800Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HierarchicalMergersInCluster(Mcl=1.0e+06, rh=2.0, v_esc=58.7 km/s, Z=0.005, model=SEVN_delayed, kick=gwmodel)\n", "1g: 2946 BHs (Mcl=1.0e+06 Msun, rh=2.0 pc, v_esc=58.7 km/s, Z=0.005, model=SEVN_delayed)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "2g: 489 retained, m_med=30.6 Msun, chi_med=0.28\n", "3g: 117 retained, m_med=38.8 Msun, chi_med=0.34\n", "4g: 24 retained, m_med=40.1 Msun, chi_med=0.32\n", "5g: 9 retained, m_med=50.2 Msun, chi_med=0.42\n" ] } ], "source": [ "sim = HierarchicalMergersInCluster(\n", " Mcl=Mcl, rh=rh, Z=0.005, stellar_model='SEVN_delayed',\n", " chi_max=0.2, max_gen=5, kick_model='gwmodel', seed=42)\n", "print(sim)\n", "data = sim.simulate(verbose=True)" ] }, { "cell_type": "code", "execution_count": 4, "id": "basic-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.056279Z", "iopub.status.busy": "2026-06-13T10:28:18.056203Z", "iopub.status.idle": "2026-06-13T10:28:18.279200Z", "shell.execute_reply": "2026-06-13T10:28:18.278787Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/tousifislam/Research/projects/stupid/gwGenealogy/gwGenealogy/core/hierarchical.py:188: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " plt.tight_layout(rect=[0, 0, 1, 0.95])\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = sim.plot_generations(data)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "evolve-header", "metadata": {}, "source": [ "## 2. Evolving escape velocity\n", "\n", "With `evolve_v_esc=True`, the cluster loses mass each time a remnant is\n", "ejected, and $v_{\\rm esc}$ is updated as:\n", "$$v_{\\rm esc}(g) = v_{\\rm esc,0} \\left(1 - \\frac{M_{\\rm ejected}}{M_{\\rm cl}}\\right)^{1/3}$$\n", "\n", "Since the escape velocity only drops *after* ejections occur, the 2G\n", "population (first generation of mergers) is identical. The effect\n", "grows with each subsequent generation as the cluster depletes." ] }, { "cell_type": "code", "execution_count": 5, "id": "evolve-run", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.280462Z", "iopub.status.busy": "2026-06-13T10:28:18.280376Z", "iopub.status.idle": "2026-06-13T10:28:18.300068Z", "shell.execute_reply": "2026-06-13T10:28:18.299671Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HierarchicalMergersInCluster(Mcl=1.0e+06, rh=2.0, v_esc=58.7 km/s (evolving), Z=0.005, model=SEVN_delayed, kick=gwmodel)\n", "1g: 15000 BHs (Mcl=1.0e+06 Msun, rh=2.0 pc, v_esc=58.7 km/s, Z=0.005, model=SEVN_delayed)\n", "2g: 2555 retained, v_esc=55.9 km/s, m_med=30.5 Msun, chi_med=0.30\n", "3g: 564 retained, v_esc=53.9 km/s, m_med=38.3 Msun, chi_med=0.42\n", "4g: 147 retained, v_esc=53.3 km/s, m_med=50.2 Msun, chi_med=0.51\n", "5g: 44 retained, v_esc=53.1 km/s, m_med=63.2 Msun, chi_med=0.55\n" ] } ], "source": [ "sim_evolve = HierarchicalMergersInCluster(\n", " Mcl=Mcl, rh=rh, Z=0.005, stellar_model='SEVN_delayed',\n", " chi_max=0.2, max_gen=5, evolve_v_esc=True,\n", " kick_model='gwmodel', seed=42, n_samples=15000)\n", "print(sim_evolve)\n", "data_evolve = sim_evolve.simulate(verbose=True)" ] }, { "cell_type": "code", "execution_count": 6, "id": "evolve-compare-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.301146Z", "iopub.status.busy": "2026-06-13T10:28:18.301082Z", "iopub.status.idle": "2026-06-13T10:28:18.542175Z", "shell.execute_reply": "2026-06-13T10:28:18.541773Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = sim.plot_generations(\n", " data, compare_data=data_evolve,\n", " label='constant $v_{esc}$', compare_label='evolving $v_{esc}$')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 7, "id": "evolve-summary", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.543300Z", "iopub.status.busy": "2026-06-13T10:28:18.543221Z", "iopub.status.idle": "2026-06-13T10:28:18.545391Z", "shell.execute_reply": "2026-06-13T10:28:18.544996Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Gen constant evolving diff\n", " 1G 2946 15000 +12054\n", " 2G 489 2555 +2066\n", " 3G 117 564 +447\n", " 4G 24 147 +123\n", " 5G 9 44 +35\n" ] } ], "source": [ "print(f\"{'Gen':>5s} {'constant':>10s} {'evolving':>10s} {'diff':>8s}\")\n", "for g in range(1, sim.max_gen + 1):\n", " nc = len(data[g]['m'])\n", " ne = len(data_evolve[g]['m'])\n", " print(f\"{g:>3d}G {nc:>10d} {ne:>10d} {ne - nc:>+8d}\")" ] }, { "cell_type": "markdown", "id": "cluster-comparison-header", "metadata": {}, "source": [ "## 3. Comparing different clusters\n", "\n", "Sweep over cluster mass to see how $v_{\\rm esc}$ (and hence retention)\n", "varies." ] }, { "cell_type": "code", "execution_count": 8, "id": "cluster-sweep", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.546416Z", "iopub.status.busy": "2026-06-13T10:28:18.546338Z", "iopub.status.idle": "2026-06-13T10:28:18.578703Z", "shell.execute_reply": "2026-06-13T10:28:18.578303Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Mcl=1e+04, v_esc=5.9 km/s: [2946, 20, 0, 0, 0]\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Mcl=1e+05, v_esc=18.6 km/s: [2946, 126, 8, 1, 0]\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Mcl=1e+06, v_esc=58.7 km/s: [2946, 489, 117, 24, 9]\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Mcl=1e+07, v_esc=185.5 km/s: [2946, 1158, 514, 198, 79]\n" ] } ], "source": [ "cluster_masses = [1e4, 1e5, 1e6, 1e7]\n", "rh_fixed = 2.0\n", "\n", "sweep_results = {}\n", "for Mcl_i in cluster_masses:\n", " sim_i = HierarchicalMergersInCluster(\n", " Mcl=Mcl_i, rh=rh_fixed, Z=0.005, max_gen=5,\n", " kick_model='gwmodel', seed=42)\n", " sweep_results[Mcl_i] = sim_i.simulate()\n", " counts = [len(sweep_results[Mcl_i][g]['m']) for g in range(1, 6)]\n", " print(f\"Mcl={Mcl_i:.0e}, v_esc={sim_i.v_esc_0:.1f} km/s: {counts}\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "cluster-sweep-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.579682Z", "iopub.status.busy": "2026-06-13T10:28:18.579620Z", "iopub.status.idle": "2026-06-13T10:28:18.754034Z", "shell.execute_reply": "2026-06-13T10:28:18.753607Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", "colors = plt.cm.viridis(np.linspace(0.2, 0.9, len(cluster_masses)))\n", "\n", "for (Mcl_i, col) in zip(cluster_masses, colors):\n", " d = sweep_results[Mcl_i]\n", " v = Mcl_rh_to_vescape(Mcl_i, rh_fixed)\n", " label = f'$M_{{\\\\rm cl}}$={Mcl_i:.0e}, $v_{{\\\\rm esc}}$={v:.0f}'\n", " for g in [2, 3]:\n", " if len(d[g]['m']) > 1:\n", " axes[g-2].hist(d[g]['m'], bins=30, alpha=0.5, color=col,\n", " label=label, density=True)\n", " axes[0].set_title('2G mass distribution')\n", " axes[1].set_title('3G mass distribution')\n", "\n", "for ax in axes:\n", " ax.set_xlabel('Mass [$M_\\\\odot$]')\n", " ax.set_ylabel('Density')\n", " ax.legend(fontsize=8)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "metallicity-header", "metadata": {}, "source": [ "## 4. Metallicity dependence\n", "\n", "1G BH masses depend on metallicity through stellar evolution.\n", "Compare low-Z (heavier BHs) vs high-Z (lighter BHs) clusters." ] }, { "cell_type": "code", "execution_count": 10, "id": "metallicity-run", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.755176Z", "iopub.status.busy": "2026-06-13T10:28:18.755109Z", "iopub.status.idle": "2026-06-13T10:28:18.787126Z", "shell.execute_reply": "2026-06-13T10:28:18.786760Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Z=0.0002: 2853 1G BHs (median 9.9 Msun), 517 2G BHs\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Z=0.002: 2946 1G BHs (median 10.0 Msun), 524 2G BHs\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "Z=0.02: 2946 1G BHs (median 8.1 Msun), 363 2G BHs\n" ] } ], "source": [ "metallicities = [0.0002, 0.002, 0.02]\n", "Mcl_z, rh_z = 1e6, 2.0\n", "\n", "z_results = {}\n", "for Z in metallicities:\n", " sim_z = HierarchicalMergersInCluster(\n", " Mcl=Mcl_z, rh=rh_z, Z=Z, max_gen=5,\n", " kick_model='gwmodel', seed=42)\n", " z_results[Z] = sim_z.simulate()\n", " n1g = len(z_results[Z][1]['m'])\n", " n2g = len(z_results[Z][2]['m'])\n", " median_1g = np.median(z_results[Z][1]['m'])\n", " print(f\"Z={Z}: {n1g} 1G BHs (median {median_1g:.1f} Msun), {n2g} 2G BHs\")" ] }, { "cell_type": "code", "execution_count": 11, "id": "metallicity-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.788210Z", "iopub.status.busy": "2026-06-13T10:28:18.788139Z", "iopub.status.idle": "2026-06-13T10:28:18.943843Z", "shell.execute_reply": "2026-06-13T10:28:18.943391Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(14, 5))\n", "colors_z = ['C0', 'C1', 'C3']\n", "\n", "for Z, col in zip(metallicities, colors_z):\n", " d = z_results[Z]\n", " if len(d[1]['m']) > 1:\n", " axes[0].hist(d[1]['m'], bins=30, alpha=0.5, color=col,\n", " label=f'Z={Z}', density=True)\n", " if len(d[2]['m']) > 1:\n", " axes[1].hist(d[2]['m'], bins=30, alpha=0.5, color=col,\n", " label=f'Z={Z}', density=True)\n", "\n", "axes[0].set_title('1G BH mass distribution')\n", "axes[1].set_title('2G BH mass distribution')\n", "for ax in axes:\n", " ax.set_xlabel('Mass [$M_\\\\odot$]')\n", " ax.set_ylabel('Density')\n", " ax.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "pairing-header", "metadata": {}, "source": [ "## 5. Pairing model comparison\n", "\n", "Compare random pairing vs mass-weighted pairing in a single massive cluster." ] }, { "cell_type": "code", "execution_count": 12, "id": "pairing-run", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.945082Z", "iopub.status.busy": "2026-06-13T10:28:18.944994Z", "iopub.status.idle": "2026-06-13T10:28:18.974607Z", "shell.execute_reply": "2026-06-13T10:28:18.974320Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "random : [2946, 489, 117, 24, 9]\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "secondary_mass_power_law : [2946, 466, 18, 1, 0]\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "total_mass_power_law : [2946, 609, 122, 19, 2]\n" ] } ], "source": [ "pairing_results = {}\n", "for pairing in ['random', 'secondary_mass_power_law', 'total_mass_power_law']:\n", " sim_p = HierarchicalMergersInCluster(\n", " Mcl=1e6, rh=2.0, Z=0.005, max_gen=5,\n", " pairing=pairing, kick_model='gwmodel', seed=42)\n", " pairing_results[pairing] = sim_p.simulate()\n", " counts = [len(pairing_results[pairing][g]['m']) for g in range(1, 6)]\n", " print(f\"{pairing:30s}: {counts}\")" ] }, { "cell_type": "code", "execution_count": 13, "id": "pairing-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:18.975748Z", "iopub.status.busy": "2026-06-13T10:28:18.975680Z", "iopub.status.idle": "2026-06-13T10:28:19.197379Z", "shell.execute_reply": "2026-06-13T10:28:19.197011Z" } }, "outputs": [ { "data": { "image/png": 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EuGYXXds7WU6Isgl0WlRqRcVXZbk0H87z6tWrWyq78mN4cnIy+13kotIsgl35cKAAg64T5YSYu+Bf/st/mQ21pD6h/xmSCGDIL/RxE1N5U5OLm/iI7McNTqVoHVgtLuhHjhzZtk60NKhsNRg3UHHDX5RWUboAQO8oJzDqXnvttaxMXF1+jcquqOCKCq9clJtj3eqeB1HOrq5MAxgG7SwnRAPF6nXUJ/QvAQOAIRcX42vXrmV/x01PXNijG3W0gspbBcSFPhctAqpFISFaDlbPiRBBhMobqVincqihyrSK0gUAeks5gVEWrWGLKrfycmvlPGB5C9pq+bIIMAAMm3aVE6KHQU59Qv8TMAAYInEBj7EC44Ket5SKC3lctOPCHq/HjVFcoOP1vDVALI85DPICQLwerQAirfg7uhFGt8O4EcpbW8VNU971OpbF+yKAEIWGKDDUSivfvspAAwDQ3+WEna7tygkMqqjsv3fv3malVy6O/3z4rOpltSrU8iE2AAZVJ8sJkYb6hMExtrGxsdHrjeh36+vrac+ePemdd95Ju3fvTo8ePUq3bt1KBw8eTLt27er15lHBvulvo7J/Hjx4kN5+++307LPPpieffDINgrgU/OQnP0mf+MQnsjEF6b9988QTT6Tvf//7246r6msU3WcftNeoXCu6Tb72T94OYjmhF5RNGld0bLlGNS4qtM6cOZNef/31LQGDKCNHxVnRPFwxLGcEDaonBrUPWuf6Jf9G7RgcxnKCa3p/5F8j5QSTHgMAAAAjK5+cMyY6jtawMXRG5VBFlUMTFYl1660DAINCwAAAAAAYWTHUUExmHJX++TCbi4uLhXMWNOv48ePbWiffuHGjbekPc+vux48fZ8/Iv1E4BuNzokV5/hgGw/Z9BjX/3njjjawnQfSi+9GPfpQtq3VcCxhAn7l4/WKp9V56/qWObwsADLqXl75bet3fmf5sR7cFgP4WPQUicLC6upoFDeI5gglFEyNXKtO74OHDh2l8fOs0kjHMCTuLitoYJ/327dvb8o/65N/g5WF8Xjzefffd9NOf/jQNg6jofv/997NhdQyB3Lv8y4MOcT2K4YlCHGtFBAwAGBox8VLcsEW38hhjtror+fnz59Pc3Fzdmz4AYPgoJ1DWyZMns54GUXaMngb1RGVirQmRczG/gfmmGhetX6Oi9sCBA+Y2kn8jcQxGRe4PfvCD9NRTT5nDoMv6tZyw0aY5DD73uc9lcxjEhNSVcxjEhNTVhGcBhkhc2OIGJyZeK3rtmWeeSfPz86XHWI33ROuquHDWsrKykn1eUZr59kQacdOV33jFc5lxZBsR74kL34kTJ7Zd3PPXr127ll588cVse2I7Qmx35AkADDvlBOUEtooy4fT09LZsyStPopybi7JlBAaKRHny6NGjO2ZvVDR6NJcH0apb3jV//Mi/wcvDqBTuxSPmbzl16lQWHCl6Lc6N/+bf/JtsWJuy6cW5MSaRr7XOt7/97ezzitLMtyfSeOWVV7LHl770pey53uf+4R/+YcPfPeo9ov5iZmYmqzupfj0Cv1NTU9n2xHbE8tjuyJNe7bNmHtXHWxE9DAA66ZuznUn3CxcKF0fLptOnT2cX8rjYxcWsspIglhdVptcS6VWmUSTGdq3VoirfnqjIj8/NxcU30q31voWFhSxy30xrgHzCuur3x3eOC3yIdSKwkC+PbalcBgBdoZxQs5wQAf5PfepThdmmnEC7RECgqDyaBwYq5zCISqtofFJLUeABoCXKCeoTekQPA4AhFBHxuJnuZ0Xd3kJU3B87dqypNKOnQ1T6x3N1L4b8ZjCWVwdB4mYwKisAYBQoJygn8IEoE+YNSirl5cIIaOWi1WkEGKp71eY9ces1sgEYFMoJkyNfn6CHAcAQigrw6FEQNzTRgr66t0EuhuKJivQYEy/GSvzN3/zNzeXxvqjUjxujyhZTMZRPVOhH+pFmZcurWmLdvAdAtP6PsWBr9XKIG7TKYEc+PFG+PfmyPACQrx/dAvMbtlivVpfx6laM1dtZb/xZABi1ckIu74nXrXJCjNdbTTmBdooy5JkzZ7LhLfKyaRyPcYxHebGy92kcz/H/2dnZLT1Z4++dyrYAo15OqHyv+oTBIGAAMMStAqI1/blz5wpfz1vgx0U9Agb/8B/+w/TX//pfz8bmW11d3ay0r2x5H++ZmJjYLAhEBUGZlvmVQxvF33kFf9GNVXVFfxRUosASN2P5Z8VQBbGd8f64aQuxThRkqockyicmClHgqdWzIcawrdUtHQBGuZyQrx/XyLgud6OcENflj3zkI9vWVU6gneJ4i2BBlBejXJlPdhkBgKKhKmN5VITF+nGsx28hfhuGtQSGTb+XE9QndJaAAcCQinFWY/zfaB1VVEke3a8rWwQ+99xzWYV7PtFxrrJSP96TtzAIjc4zEPKWhtWts3LV3byjYBA3ZlEACVGpH9+tKNiQF2Yqb9oqPyPeU2uoplqBBHov9v/a2trmjXkct43emJdJI46t/LgUOAKGXaPlhBjuL67/cQ7tVjnhX/2rf7XtdeUE2m2n8mGRWpVnAMOkU+WEaPynPqH/mcMAYEjFhTkqPeOGu2g4gLiIR3AgFy32Y7246MdFvujGPL/wRyV+K+O0RuvAqLgtK1od5J8XhYu8YBK9CWJs2bzAEf+PR7T6amabVBL3nzxQFJVOcYMeN/TxqJ6joh1p5MNfRWF3bGys8NHI5wIMUzkhygbKCXohAjAalBNGuz5BwABgiMSNfVSE5hXmUVEalZ8hKkLjIhYVnhEEyMfxj+Wx7Pnnn98cmzUq8/PK9zzNEO+J12L9eC1vlR3rFFWkxvJXX301Xbt2bUtlfrRQqNU6K+/GWC1vmRAVFnnwIJZFq/H8e8T/8+1vtGI30h2mC/wwiGOrqBtsVPznQYB2ppGPtx3HefUjjquoKKs1/wXAsJcTIoCgnKCcAMDw6lQ5Ib83V58wOMY2YuBqdrS+vp727NmT3nnnnbR79+706NGjdOvWrXTw4MG0a9cuuddHhmHfXLx+sdR6Lz3/Uho0w7B/yojJg99+++307LPPpif/1/97Zz7kCxfamlxcCmJiwU984hNZK+peigreCDC0UjEbBZt4lJloMXfy5MlsXNp+k++bJ554In3/+9//4Lh68sma16hhEvswjoXoulotjtNa4ws3m0blfBdF6cRrRUNhDfM+GIZrxctL3y297u9MfzYNq1G5Bg9C3g5iOaEXapVNlBNKHls/Kyu4RvWefdAa1y/5N2rH4DCWE7pZ3zCM5YSNNuVfI+UEcxgAdNIQ3LB3W1yUo1dCs2J4omjd0MjFPd5z4YJ91W9iv9Taj1FxH0NV1QsYNJJG5RiclaJlTLxWFCwAaIlyQsOUEwAYGcoJDVNOaA9DEgHQd6Lyvpmx4qM1Qd49Mv4uI9aPRyMBBrojuq/Wmow6lkfLkXamUTQvR7z/6tWrDU+yDEDnKCcAAMoJnSNgAEDfiZbcjXYhjIrd6AYYYy5GD4MYX7HsZ6kM7j+Vk23X2m/11mlHGjsNUwRAbygnAADKCZ1jSKJe+OZs4+/RDQlgRzFhcUxcDO0SQxEdO3as9PrHjx/fNq7pjRs37JAmxol9/Phx9twWG48b+uxh1fZ8pem8jfViLNr8QbF259Fzzz2Xbt++ve0zhskbb7yRjUF85syZ9KMf/Shb5jcPAPWpT9hKwAAA6Dv15guo1zOgHWlE74KY46Cshw8fpvHxrZ03Y4I0GhMVr9FDKCr2qvOzGc+8v1Z63WHeXe3OV5rP21g/Hu+++2766U9/KitriMr8999/P5vkr9MTJA6LPMAS16OY2DDEsQYA0AgBAwBg4ETlXLQC6VQaMQdGDHPVyGcsLy+n3bt3t7RNfNAaNipeDxw4sK3HRjO+9lb5dQ8ePDi0u6Dd+UrzeRsVuT/4wQ/SU089lZ588klZWUNUfEew4BOf+ISAQUmf+9zn0ttvv50Fu/Nja319veZcPgAARQQMAKDHoqV7tGaP+RfY2kOg1lwUkWdHjx7tWBqxLxoNSERFoYrY9ohW2m3Lz7HyremHff+1NV9pOm9jnWgxnz+oTT41Vk7I86vyWPR7B4Dhdr8D9QkCBgAddPH6xY6k+9LzL9VsFT07O5u1jL5w4UK27OrVq9lY7O0Y339ycrIr8wTE9sd3qZyMuGjZoF3EL126lM6dO7fttStXrmyp1N5p3VFy6tSpdO3atZqvT09PdyyN2Cf1hjQCaJVyQnOUE5QTAEbBsJUTojem+oTmRB3Bv/t3/y4LDHSjPsEApjAgvrW6tuXx8tJ3d3wwmg4fPpxVgEar6ahYj8fc3FyamZlpS/qNjOfeioiMVwcGipa1W1xUOyUqn6emprLCVqX4f/X3qrXuqDl58mRWaK2eayAKRCHyqFNpRCHZEA7AsFFOaI1yAgDDrNPlhK9//eupG9Qn7G25PqEvAgbz8/NZhCSe4yBs5gs1kka+bjxi3U4W/AB6KSpJ4xEXizKTxNbT6pjxZcT5+9ixY3WXdUI78qheAawy6BIV2bGszLqjKI7bKKRGK5dKUWhdXFzc1gMgesDEo5U0unEcAPQL5YTG86uTlBMA6CfKCaNbTuj5kERRYR8393HjnotoVnSlOHv2bNvTiHUjUFBZ6RUBg1hu7Ghg2Lz22mtZ64A4H0ZL6zjPVVaUxvkwzpcR6f+t3/qt9Cu/8ivZ+2J5PvxQVNTH+yOdSCMmdo33RvC18lwalbJxwXrxxRez9ONi+eqrr2Z/5yLdSC9ab0dFbtHFLS5q1efj6mXx/ggixHbkrcArJ6gtSqNV7fzMyvdFnuUT7BZd8GP5pz71qTSq4vjJA/0TExPZMRnX7KLeJpX7ptk08nTiUavwBTBq5YS4xsV5M792daOcEOv9tb/217Zts3LC9nJCNxp0ADB62lVOWFtbS3/jb/yN9Pf//t9Xn7B3MMoJPQ0YxBeJyvqNjY0ty+PgO3LkSKmAQSNp5OMRV2dUrBP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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 3, figsize=(16, 5))\n", "labels = {'random': 'Random',\n", " 'secondary_mass_power_law': 'Model B ($m_2^{6.7}$)',\n", " 'total_mass_power_law': 'Fragione ($(m_1+m_2)^4$)'}\n", "\n", "for ax, g in zip(axes, [2, 3, 4]):\n", " for pairing, col in zip(pairing_results, ['C0', 'C1', 'C2']):\n", " m = pairing_results[pairing][g]['m']\n", " if len(m) > 0:\n", " ax.hist(m, bins=30, alpha=0.5, color=col,\n", " label=labels[pairing], density=True)\n", " ax.set_xlabel('Mass [$M_\\\\odot$]')\n", " ax.set_ylabel('Density')\n", " ax.set_title(f'{g}G mass distribution')\n", " ax.legend(fontsize=8)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "kick-header", "metadata": {}, "source": [ "## 6. Kick model comparison (HLZ vs gwModel)\n", "\n", "Use the 3-panel comparison plot to contrast HLZ and gwModel kick prescriptions." ] }, { "cell_type": "code", "execution_count": 14, "id": "kick-run", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:19.198581Z", "iopub.status.busy": "2026-06-13T10:28:19.198502Z", "iopub.status.idle": "2026-06-13T10:28:19.216629Z", "shell.execute_reply": "2026-06-13T10:28:19.216213Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "1g: 2946 BHs (Mcl=1.0e+06 Msun, rh=2.0 pc, v_esc=58.7 km/s, Z=0.005, model=SEVN_delayed)\n", "2g: 278 retained, m_med=30.7 Msun, chi_med=0.20\n", "3g: 53 retained, m_med=38.4 Msun, chi_med=0.29\n", "4g: 14 retained, m_med=45.8 Msun, chi_med=0.29\n", "5g: 4 retained, m_med=45.0 Msun, chi_med=0.24\n", "[HierarchicalMergersInCluster] No stellar_model specified — defaulting to 'SEVN_delayed'.\n", "1g: 2946 BHs (Mcl=1.0e+06 Msun, rh=2.0 pc, v_esc=58.7 km/s, Z=0.005, model=SEVN_delayed)\n", "2g: 489 retained, m_med=30.6 Msun, chi_med=0.28\n", "3g: 117 retained, m_med=38.8 Msun, chi_med=0.34\n", "4g: 24 retained, m_med=40.1 Msun, chi_med=0.32\n", "5g: 9 retained, m_med=50.2 Msun, chi_med=0.42\n" ] } ], "source": [ "sim_hlz = HierarchicalMergersInCluster(\n", " Mcl=1e6, rh=2.0, Z=0.005, max_gen=5,\n", " kick_model='hlz', seed=42)\n", "data_hlz = sim_hlz.simulate(verbose=True)\n", "\n", "sim_gw = HierarchicalMergersInCluster(\n", " Mcl=1e6, rh=2.0, Z=0.005, max_gen=5,\n", " kick_model='gwmodel', seed=42)\n", "data_gw = sim_gw.simulate(verbose=True)" ] }, { "cell_type": "code", "execution_count": 15, "id": "kick-plot", "metadata": { "execution": { "iopub.execute_input": "2026-06-13T10:28:19.217589Z", "iopub.status.busy": "2026-06-13T10:28:19.217529Z", "iopub.status.idle": "2026-06-13T10:28:19.419974Z", "shell.execute_reply": "2026-06-13T10:28:19.419539Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = sim_hlz.plot_generations(\n", " data_hlz, compare_data=data_gw,\n", " label='HLZ', compare_label='gwModel')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "fdb01f7b-25fe-487a-ad42-a86673cf382f", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "gwgen_env", "language": "python", "name": "gwgen_env" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.15" } }, "nbformat": 4, "nbformat_minor": 5 }