{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "ac239cd1-f884-4e1c-9388-4792e14523f7", "metadata": {}, "source": [ "# Mode Selection" ] }, { "attachments": {}, "cell_type": "markdown", "id": "aeabdaec-2798-484a-9082-bbd16b39891d", "metadata": {}, "source": [ "The mode selection module is paramount to the computational efficiency of this model. Below we show how we perform this selection operation by moving from a set of amplitudes to only those that contribute. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "bb073cd3-50c2-48d2-9480-94ee5812c2a3", "metadata": {}, "source": [ "### Mode selection by power contribution" ] }, { "cell_type": "code", "execution_count": 1, "id": "4e745231", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import few\n", "\n", "from few.trajectory.inspiral import EMRIInspiral\n", "from few.trajectory.ode import SchwarzEccFlux\n", "from few.amplitude.romannet import RomanAmplitude\n", "from few.utils.ylm import GetYlms\n", "from few.utils.modeselector import ModeSelector\n", "\n", "# tune few configuration\n", "cfg_set = few.get_config_setter(reset=True)\n", "\n", "# Uncomment if you want to force CPU or GPU usage\n", "# Leave commented to let FEW automatically select the best available hardware\n", "# - To force CPU usage:\n", "# cfg_set.enable_backends(\"cpu\")\n", "# - To force GPU usage with CUDA 12.x\n", "# cfg_set.enable_backends(\"cuda12x\", \"cpu\")\n", "# - To force GPU usage with CUDA 11.x\n", "# cfg_set.enable_backends(\"cuda11x\", \"cpu\")\n", "\n", "cfg_set.set_log_level(\"info\");" ] }, { "cell_type": "code", "execution_count": 4, "id": "6d77f2f0-c925-4a75-b9e2-ba8b1c71c16f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "We reduced the mode content from 3843 modes to 43 modes.\n" ] } ], "source": [ "# first, lets get amplitudes for a trajectory\n", "traj = EMRIInspiral(func=SchwarzEccFlux)\n", "\n", "# parameters\n", "m1 = 1e5\n", "m2 = 1e1\n", "p0 = 10.0\n", "e0 = 0.7\n", "theta = np.pi / 3.0\n", "phi = np.pi / 2.0\n", "\n", "t, p, e, x, Phi_phi, Phi_theta, Phi_r = traj(m1, m2, 0.0, p0, e0, 1.0)\n", "\n", "# get amplitudes along trajectory\n", "amp = RomanAmplitude()\n", "\n", "# Schwarzschild\n", "a = 0.0\n", "\n", "teuk_modes = amp(a, p, e, x)\n", "\n", "# get ylms\n", "ylm_gen = GetYlms(include_minus_m=False)\n", "ylms = ylm_gen(amp.unique_l, amp.unique_m, theta, phi).copy()[amp.inverse_lm]\n", "\n", "# select modes\n", "\n", "mode_selector = ModeSelector(\n", " amp.l_arr_no_mask, amp.m_arr_no_mask, amp.n_arr_no_mask, force_backend=\"cpu\"\n", ")\n", "\n", "mode_selection_threshold = 1e-1 # tolerance on mode contribution to total power\n", "\n", "modeinds = [amp.l_arr, amp.m_arr, amp.n_arr]\n", "(teuk_modes_in, ylms_in, ls, ms, ns) = mode_selector(\n", " teuk_modes, ylms, modeinds, mode_selection_threshold=mode_selection_threshold\n", ")\n", "\n", "print(\n", " \"We reduced the mode content from {} modes to {} modes.\".format(\n", " teuk_modes.shape[1], teuk_modes_in.shape[1]\n", " )\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "d4c9c705-6ff0-4344-98f5-2df726f5399d", "metadata": {}, "source": [ "### Mode selection by noise-weighted power contribution" ] }, { "cell_type": "markdown", "id": "41673b77", "metadata": {}, "source": [ "Modes can also be weighted by a Power Spectral Density (PSD) function from your favorite sensitivity curve. " ] }, { "cell_type": "code", "execution_count": 7, "id": "27d8205f-7854-47c6-90a3-3e7e1a4ffe2c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "(CubicSplineInterpolant) Warning: New t array outside bounds of input t array. These points are filled with edge values.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "We reduced the mode content from 3843 modes to 99 modes when using noise-weighting.\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from few.summation.interpolatedmodesum import CubicSplineInterpolant\n", "from few import get_file_manager\n", "\n", "# produce sensitivity function\n", "noise = np.genfromtxt(get_file_manager().get_file(\"LPA.txt\"), names=True)\n", "f, PSD = (\n", " np.asarray(noise[\"f\"], dtype=np.float64),\n", " np.asarray(noise[\"ASD\"], dtype=np.float64) ** 2,\n", ")\n", "\n", "sens_fn = CubicSplineInterpolant(f, PSD)\n", "\n", "# select modes with noise weighting\n", "\n", "# provide sensitivity function kwarg\n", "mode_selector_noise_weighted = ModeSelector(\n", " amp.l_arr_no_mask, amp.m_arr_no_mask, amp.n_arr_no_mask, sensitivity_fn=sens_fn\n", ")\n", "\n", "mode_selection_threshold = 1e-2 # tolerance on mode contribution to total power\n", "\n", "fund_freq_args = (m1, m2, a, p, e, x, t)\n", "\n", "modeinds = [amp.l_arr, amp.m_arr, amp.n_arr]\n", "(teuk_modes_in, ylms_in, ls, ms, ns) = mode_selector_noise_weighted(\n", " teuk_modes, ylms, modeinds, fund_freq_args=fund_freq_args, mode_selection_threshold=mode_selection_threshold\n", ")\n", "\n", "print(\n", " \"We reduced the mode content from {} modes to {} modes when using noise-weighting.\".format(\n", " teuk_modes.shape[1], teuk_modes_in.shape[1]\n", " )\n", ")\n", "# plot histogram of modes\n", "plt.figure()\n", "plt.hist(ns, bins=100, label=\"n\")\n", "plt.xlabel(\"n\")\n", "plt.ylabel(\"Number of radial modes\")\n", "plt.show()\n", "\n", "plt.figure()\n", "plt.hist(ms, bins=100, label=\"n\")\n", "plt.xlabel(\"m\")\n", "plt.ylabel(\"Number of azimuthal modes\")\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "id": "29b8ae88-5120-4389-8985-0bfa0e985bdd", "metadata": {}, "source": [ "### Compare the two waves with and without noise-weighting" ] }, { "cell_type": "code", "execution_count": 9, "id": "78787276-fc0b-4bbf-be78-2c8b2570bc4c", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "(CubicSplineInterpolant) Warning: New t array outside bounds of input t array. These points are filled with edge values.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "mismatch: 0.010325452679436742\n", "base modes: 19\n", "noise-weighted modes: 24\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from few.waveform import FastSchwarzschildEccentricFlux\n", "from few.utils.utility import get_mismatch\n", "\n", "\n", "noise_weighted_mode_selector_kwargs = dict(sensitivity_fn=sens_fn)\n", "\n", "inspiral_kwargs = {\n", " \"DENSE_STEPPING\": 0, # we want a sparsely sampled trajectory\n", " \"buffer_length\": int(1e3), # all of the trajectories will be well under len = 1000\n", "}\n", "\n", "# keyword arguments for inspiral generator (RomanAmplitude)\n", "amplitude_kwargs = {\n", " \"buffer_length\": int(1e3), # all of the trajectories will be well under len = 1000\n", "}\n", "\n", "# keyword arguments for Ylm generator (GetYlms)\n", "Ylm_kwargs = {\n", " \"include_minus_m\": False # if we assume positive m, it will generate negative m for all m>0\n", "}\n", "\n", "# keyword arguments for summation generator (InterpolatedModeSum)\n", "sum_kwargs = {\n", " \"pad_output\": False,\n", "}\n", "\n", "few_base = FastSchwarzschildEccentricFlux(\n", " inspiral_kwargs=inspiral_kwargs,\n", " amplitude_kwargs=amplitude_kwargs,\n", " Ylm_kwargs=Ylm_kwargs,\n", " sum_kwargs=sum_kwargs,\n", ")\n", "\n", "few_noise_weighted = FastSchwarzschildEccentricFlux(\n", " inspiral_kwargs=inspiral_kwargs,\n", " amplitude_kwargs=amplitude_kwargs,\n", " Ylm_kwargs=Ylm_kwargs,\n", " sum_kwargs=sum_kwargs,\n", " mode_selector_kwargs=noise_weighted_mode_selector_kwargs,\n", ")\n", "\n", "m1 = 1e6\n", "m2 = 1e1\n", "p0 = 12.0\n", "e0 = 0.3\n", "theta = np.pi / 3.0\n", "phi = np.pi / 4.0\n", "dist = 1.0\n", "dt = 10.0\n", "T = 0.001\n", "\n", "wave_base = few_base(m1, m2, p0, e0, theta, phi, dist=dist, dt=dt, T=T, mode_selection_threshold=1e-2)\n", "wave_weighted = few_noise_weighted(\n", " m1, m2, p0, e0, theta, phi, dist=dist, dt=dt, T=T, mode_selection_threshold=1e-2\n", ")\n", "\n", "plt.plot(wave_base.real, label=\"base\")\n", "plt.plot(wave_weighted.real, ls='--', label=\"noise-weighted\")\n", "plt.legend()\n", "print(\"mismatch:\", get_mismatch(wave_base, wave_weighted))\n", "print(\"base modes:\", few_base.num_modes_kept)\n", "print(\"noise-weighted modes:\", few_noise_weighted.num_modes_kept)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "afb70d37-ea69-480e-873b-dce6168690dc", "metadata": {}, "source": [ "### Specific mode selection" ] }, { "attachments": {}, "cell_type": "markdown", "id": "51cc143c-4e89-4a69-a559-69495862bd1b", "metadata": {}, "source": [ "The user can also select a specific set of modes to use in the waveform." ] }, { "cell_type": "code", "execution_count": 10, "id": "80bef8b1-2012-41da-ae42-8d0348b43d65", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "(ModeSelector) Warning: Mode selection is large. Instantiate class with mode selection rather than providing it at call time for better performance.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "mismatch with full wave: 0.04329518222425399\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# l = 2, m = 2 wave\n", "specific_modes = [(2, 2, n) for n in range(-30, 31)]\n", "\n", "wave_22 = few_base(\n", " m1, m2, p0, e0, theta, phi, dist=dist, dt=dt, T=T, mode_selection=specific_modes\n", ")\n", "\n", "plt.plot(wave_22.real)\n", "\n", "print(\"mismatch with full wave:\", get_mismatch(wave_22, wave_base))" ] }, { "attachments": {}, "cell_type": "markdown", "id": "31e4d556-6fc1-44f8-bebd-7dd7e66f8f12", "metadata": {}, "source": [ "### Turn off $(-m, -k, -n)$ modes" ] }, { "attachments": {}, "cell_type": "markdown", "id": "50c6d486-b640-445f-a267-db5a74aba714", "metadata": {}, "source": [ "By default, symmetry is used to generate $(-m, -k, -n)$ modes from their corresponding $(m, k, n)$ counterparts. To disable this behaviour, provide `False` to the `include_minus_mkn` kwarg. This only affects the waveform when `mode_selection` is a list of specific modes. " ] }, { "cell_type": "code", "execution_count": 11, "id": "02df5c52-76d9-471f-af8a-2ce49931d32e", "metadata": { "scrolled": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "(ModeSelector) Warning: Mode selection is large. Instantiate class with mode selection rather than providing it at call time for better performance.\n", "(ModeSelector) Warning: Mode selection is large. Instantiate class with mode selection rather than providing it at call time for better performance.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "mismatch with 22 wave with + and - m: 0.9986456689591489\n", "mismatch with 22 original wave with adding + and - m 2.220446049250313e-16\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# l = 2, m = 2 wave without m = -2\n", "specific_modes = [(2, 2, n) for n in range(-30, 31)]\n", "\n", "specific_modes_minus_m = [(2, -2, n) for n in range(-30, 31)]\n", "\n", "wave_22_pos_m = few_base(\n", " m1,\n", " m2,\n", " p0,\n", " e0,\n", " theta,\n", " phi,\n", " dist=dist,\n", " dt=dt,\n", " T=0.001,\n", " mode_selection=specific_modes,\n", " include_minus_mkn=False,\n", ")\n", "\n", "wave_22_minus_m = few_base(\n", " m1,\n", " m2,\n", " p0,\n", " e0,\n", " theta,\n", " phi,\n", " dist=dist,\n", " dt=dt,\n", " T=0.001,\n", " mode_selection=specific_modes_minus_m,\n", " include_minus_mkn=False,\n", ")\n", "\n", "plt.plot(wave_22_pos_m.real, label=\"+m\")\n", "plt.plot(wave_22_minus_m.real, label=\"-m\", ls=\"--\")\n", "plt.legend()\n", "print(\n", " \"mismatch with 22 wave with + and - m:\",\n", " get_mismatch(wave_22_minus_m, wave_22_pos_m),\n", ")\n", "\n", "print(\n", " \"mismatch with 22 original wave with adding + and - m\",\n", " get_mismatch(wave_22, wave_22_pos_m + wave_22_minus_m),\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": "few2.0rc1", "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": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 5 }