{ "cells": [ { "cell_type": "markdown", "id": "a1b2c3d4", "metadata": {}, "source": [ "# Computing Mismatches Between NR and EOB Waveforms\n", "\n", "This tutorial demonstrates how to compute frequency-domain mismatches between Numerical Relativity (NR) waveforms and Effective One Body (EOB) model waveforms.\n", "\n", "The mismatch quantifies how well an EOB model reproduces an NR waveform, accounting for:\n", "- Time and phase shifts\n", "- Total binary mass\n", "- Initial frequency\n", "\n", "TODO: add references and extend example to higher modes\n", "\n", "## Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "e5f6g7h8", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rox/miniconda3/envs/pyart-dev-3.11/lib/python3.11/site-packages/PyART/analysis/match.py:15: UserWarning: Wswiglal-redir-stdio:\n", "\n", "SWIGLAL standard output/error redirection is enabled in IPython.\n", "This may lead to performance penalties. To disable locally, use:\n", "\n", "with lal.no_swig_redirect_standard_output_error():\n", " ...\n", "\n", "To disable globally, use:\n", "\n", "lal.swig_redirect_standard_output_error(False)\n", "\n", "Note however that this will likely lead to error messages from\n", "LAL functions being either misdirected or lost when called from\n", "Jupyter notebooks.\n", "\n", "To suppress this warning, use:\n", "\n", "import warnings\n", "warnings.filterwarnings(\"ignore\", \"Wswiglal-redir-stdio\")\n", "import lal\n", "\n", " import lal\n", "PyCBC.libutils: pkg-config call failed, setting NO_PKGCONFIG=1\n" ] } ], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format = 'retina'\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from PyART.catalogs import sxs\n", "from PyART.models import teob\n", "from PyART.analysis.match import Matcher\n", "from PyART.utils import utils as ut\n", "import time" ] }, { "cell_type": "markdown", "id": "i9j0k1l2", "metadata": {}, "source": [ "## Load NR Waveform from SXS\n", "\n", "First, we load a numerical relativity waveform from the SXS catalog:" ] }, { "cell_type": "code", "execution_count": 3, "id": "m3n4o5p6", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/rox/miniconda3/envs/pyart-dev-3.11/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Downloading to /home/rox/Documents/projects/git_repos/PyART-docs/docs/source/tutorials/SXS:BBH:0180v2.0/Lev4:Strain_N2.h5:\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1.33M/1.33M [00:05<00:00, 262kB/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "==============================\n", "Mismatch for SXS:0180\n", "==============================\n", "Mass ratio q : 1.00000\n", "Total mass M : 1.00000\n", "chi1z : -0.00000\n", "chi2z : -0.00000\n", "f0 : 0.00390\n", "==============================\n" ] } ], "source": [ "# Load SXS waveform\n", "sxs_id = '0180'\n", "nr = sxs.Waveform_SXS(\n", " path='./', \n", " download=True, \n", " ID=sxs_id, \n", " order=\"Extrapolated_N3.dir\", \n", " ellmax=7,\n", " ignore_deprecation=True\n", ")\n", "nr.cut(300) # Remove junk radiation\n", "\n", "# Extract metadata\n", "q = nr.metadata['q']\n", "M = nr.metadata['M']\n", "chi1z = nr.metadata['chi1z']\n", "chi2z = nr.metadata['chi2z']\n", "f0 = nr.metadata['f0']\n", "\n", "print('==============================')\n", "print(f'Mismatch for SXS:{sxs_id}')\n", "print('==============================')\n", "print(f'Mass ratio q : {q:.5f}')\n", "print(f'Total mass M : {M:.5f}')\n", "print(f'chi1z : {chi1z:.5f}')\n", "print(f'chi2z : {chi2z:.5f}')\n", "print(f'f0 : {f0:.5f}')\n", "print('==============================')" ] }, { "cell_type": "markdown", "id": "q7r8s9t0", "metadata": {}, "source": [ "## Generate Corresponding EOB Waveform\n", "\n", "Now we generate an EOB waveform with the same parameters:" ] }, { "cell_type": "code", "execution_count": 4, "id": "u1v2w3x4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EOB waveform generated successfully\n" ] } ], "source": [ "# EOB parameters\n", "srate = 8192\n", "eobpars = { \n", " 'M': M,\n", " 'q': q,\n", " 'chi1': chi1z,\n", " 'chi2': chi2z,\n", " 'LambdaAl2': 0.,\n", " 'LambdaBl2': 0.,\n", " 'distance': 1.,\n", " 'initial_frequency': 0.9*f0,\n", " 'use_geometric_units': \"yes\",\n", " 'interp_uniform_grid': \"yes\",\n", " 'domain': 0,\n", " 'srate_interp': srate,\n", " 'inclination': 0.,\n", " 'output_hpc': \"no\",\n", " 'use_mode_lm': [1],\n", " 'arg_out': \"yes\",\n", " 'ecc': 1e-8,\n", " 'coalescence_angle': 0.,\n", "}\n", "\n", "eob = teob.Waveform_EOB(pars=eobpars)\n", "eob.multiply_by(var=['hlm'], factor=q/(1+q)**2)\n", "\n", "print(\"EOB waveform generated successfully\")" ] }, { "cell_type": "markdown", "id": "y5z6a7b8", "metadata": {}, "source": [ "## Visualize Waveforms\n", "\n", "Let's compare the NR and EOB waveforms visually:" ] }, { "cell_type": "code", "execution_count": 5, "id": "c9d0e1f2", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 491, "width": 1188 } }, "output_type": "display_data" } ], "source": [ "# Find merger times\n", "nr_mrg, _, _, _ = nr.find_max() \n", "eob_mrg, _, _, _ = eob.find_max()\n", "\n", "# Plot\n", "plt.figure(figsize=(12, 5))\n", "\n", "plt.subplot(1, 2, 1)\n", "plt.plot(nr.u - nr_mrg, nr.hlm[(2,2)]['real'], label='NR (SXS)', linewidth=2)\n", "plt.plot(eob.u - eob_mrg, eob.hlm[(2,2)]['real'], label='EOB', linewidth=2, alpha=0.7)\n", "plt.xlabel('Time (M)', fontsize=14)\n", "plt.ylabel(r'Re[$h_{22}$]', fontsize=14)\n", "plt.title('Waveform Comparison', fontsize=16)\n", "plt.legend(fontsize=12)\n", "plt.grid(True, alpha=0.3)\n", "plt.xlim([-500, 100])\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.plot(nr.u - nr_mrg, nr.hlm[(2,2)]['A'], label='NR (SXS)', linewidth=2)\n", "plt.plot(eob.u - eob_mrg, eob.hlm[(2,2)]['A'], label='EOB', linewidth=2, alpha=0.7)\n", "plt.xlabel('Time (M)', fontsize=14)\n", "plt.ylabel(r'$|h_{22}|$', fontsize=14)\n", "plt.title('Amplitude Comparison', fontsize=16)\n", "plt.legend(fontsize=12)\n", "plt.grid(True, alpha=0.3)\n", "plt.xlim([-500, 100])\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "g3h4i5j6", "metadata": {}, "source": [ "## Compute Mismatch vs Total Mass\n", "\n", "The mismatch depends on the total mass of the binary because:\n", "- Different masses correspond to different frequency ranges\n", "- The detector sensitivity varies with frequency\n", "\n", "Note that by default the mismatch is computed with the `aLIGOZeroDetHighPower` noise curve. You can change this by specifying a different noise curve in the `settings` dictionary.\n", "\n", "Let's compute the mismatch for a range of total masses:" ] }, { "cell_type": "code", "execution_count": 9, "id": "k7l8m9n0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "M = 10.0 Msun, f0 = 99.0953 Hz, mismatch = 5.795e-05\n", "M = 60.0 Msun, f0 = 16.5159 Hz, mismatch = 1.176e-04\n", "M = 110.0 Msun, f0 = 9.0087 Hz, mismatch = 1.253e-04\n", "M = 160.0 Msun, f0 = 6.1935 Hz, mismatch = 1.234e-04\n", "\n", "Total elapsed time: 10.42 seconds\n" ] } ], "source": [ "# Define mass range\n", "mass_min = 10 # Msun\n", "mass_max = 200 # Msun\n", "mass_num = 20\n", "masses = np.linspace(mass_min, mass_max, num=mass_num)\n", "mm = np.zeros_like(masses)\n", "\n", "# Compute mismatches\n", "t0 = time.perf_counter()\n", "for i, M_total in enumerate(masses):\n", " f0_mm = 1.25 * f0 / (M_total * ut.Msun)\n", " \n", " matcher = Matcher(\n", " nr, eob,\n", " settings={\n", " 'pre_align': True,\n", " 'initial_frequency_mm': f0_mm,\n", " 'final_frequency_mm': 2048,\n", " 'tlen': len(nr.u), \n", " 'dt': 1/srate, \n", " 'M': M_total, \n", " 'resize_factor': 4, \n", " 'modes-or-pol': 'modes', \n", " 'modes': [(2,2)],\n", " 'pad_end_frac': 0.5,\n", " 'taper_alpha': 0.20,\n", " 'taper_start': 0.05,\n", " 'taper': 'sigmoid',\n", " 'cut_longer': True,\n", " }\n", " )\n", " mm[i] = matcher.mismatch\n", " \n", " if i % 5 == 0:\n", " print(f'M = {M_total:6.1f} Msun, f0 = {f0_mm:7.4f} Hz, mismatch = {mm[i]:.3e}')\n", "\n", "elapsed = time.perf_counter() - t0\n", "print(f'\\nTotal elapsed time: {elapsed:.2f} seconds')" ] }, { "cell_type": "markdown", "id": "o1p2q3r4", "metadata": {}, "source": [ "## Plot Mismatch vs Mass" ] }, { "cell_type": "code", "execution_count": 8, "id": "s5t6u7v8", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 589, "width": 987 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Minimum mismatch: 5.797e-05 at M = 10.0 Msun\n", "Maximum mismatch: 1.253e-04 at M = 110.0 Msun\n" ] } ], "source": [ "plt.figure(figsize=(10, 6))\n", "plt.plot(masses, mm, linewidth=2, marker='o', markersize=5)\n", "plt.yscale('log')\n", "plt.xlabel(r'Total Mass $M$ [$M_\\odot$]', fontsize=16)\n", "plt.ylabel(r'Mismatch $\\bar{\\mathcal{F}}$', fontsize=16)\n", "plt.title(f'NR-EOB Mismatch for SXS:{sxs_id}', fontsize=18)\n", "plt.ylim(1e-5, 1e-3)\n", "plt.grid(True, alpha=0.3)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "# Report statistics\n", "print(f'Minimum mismatch: {mm.min():.3e} at M = {masses[mm.argmin()]:.1f} Msun')\n", "print(f'Maximum mismatch: {mm.max():.3e} at M = {masses[mm.argmax()]:.1f} Msun')" ] }, { "cell_type": "markdown", "id": "w9x0y1z2", "metadata": {}, "source": [ "## Summary\n", "\n", "This tutorial demonstrated:\n", "- Loading NR waveforms from the SXS catalog\n", "- Generating corresponding EOB waveforms with matching parameters\n", "- Visualizing and comparing NR and EOB waveforms\n", "- Computing frequency-domain mismatches using the `Matcher` class\n", "- Analyzing how mismatch varies with total binary mass\n", "\n", "### Key Observations\n", "\n", "- Mismatches typically vary with mass due to different frequency ranges being probed\n", "- Lower mismatches indicate better agreement between NR and EOB\n", "- The `Matcher` class handles alignment, tapering, and frequency-domain operations automatically\n", "\n", "### Next Steps\n", "\n", "- Explore multi-mode mismatches\n", "- Try different PSD curves (aLIGO, Einstein Telescope, Cosmic Explorer)\n", "- Optimize EOB parameters to minimize mismatch (see optimizer tutorial)" ] } ], "metadata": { "kernelspec": { "display_name": "pyart-dev-3.11", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 5 }