{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "2a9e764d-deb1-43aa-93d3-3951c0ff0667", "metadata": {}, "source": [ "# Mode Summation" ] }, { "attachments": {}, "cell_type": "markdown", "id": "f40f5754-a775-430b-8a6e-09b27252279a", "metadata": {}, "source": [ "Mode summation is the bottleneck of this calculation. We handle this in two ways: interpolation for fast waveforms and direct summation for slow waveforms. They both have the same interface and produce the same product. They take Teukolsky modes and phases and combine that information to create the waveform. " ] }, { "attachments": {}, "cell_type": "markdown", "id": "31acfe73-7fd0-415a-9cf5-871d1213680c", "metadata": {}, "source": [ "### Interpolated summation\n", "\n", "To maximize efficiency we use the cubic spline discussed above to accelerate the computation with an interpolated summation (that is additionally parallelised on the GPU). This class is [InterpolatedModeSum](https://bhptoolkit.org/FastEMRIWaveforms/user/sum.html#few.summation.interpolatedmodesum.InterpolatedModeSum). " ] }, { "cell_type": "code", "execution_count": 1, "id": "d07ab00f", "metadata": { "execution": { "iopub.execute_input": "2026-07-11T10:47:56.122517Z", "iopub.status.busy": "2026-07-11T10:47:56.122312Z", "iopub.status.idle": "2026-07-11T10:47:58.009652Z", "shell.execute_reply": "2026-07-11T10:47:58.009221Z" } }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import few\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", "\n", "cfg_set.set_log_level(\"info\");" ] }, { "cell_type": "code", "execution_count": 2, "id": "83439f10-616e-4712-929c-a37256b9e18e", "metadata": { "execution": { "iopub.execute_input": "2026-07-11T10:47:58.010936Z", "iopub.status.busy": "2026-07-11T10:47:58.010832Z", "iopub.status.idle": "2026-07-11T10:48:03.883426Z", "shell.execute_reply": "2026-07-11T10:48:03.883083Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from few.trajectory.inspiral import EMRIInspiral\n", "from few.trajectory.ode import SchwarzEccFlux\n", "from few.amplitude.romannet import RomanAmplitude\n", "from few.summation.interpolatedmodesum import InterpolatedModeSum\n", "from few.utils.ylm import GetYlms\n", "from few.utils.constants import YRSID_SI\n", "\n", "m1 = 1e6 # primary mass (solar masses)\n", "m2 = 1e1 # secondary mass (solar masses)\n", "p0 = 12.0 # initial (dimensionless) semi-latus rectum\n", "e0 = 0.4 # initial eccentricity\n", "theta = np.pi / 5.0 # CHECK\n", "phi = np.pi / 3.0 # CHECK\n", "T = 0.001 # observing time (years)\n", "dt = 10.0 # time sampling interval (seconds)\n", "Tsec = T * YRSID_SI # observing time (converted to seconds)\n", "\n", "traj = EMRIInspiral(func=SchwarzEccFlux)\n", "amp = RomanAmplitude()\n", "interpolate_mode_sum = InterpolatedModeSum()\n", "ylm_gen = GetYlms(include_minus_m=False)\n", "\n", "# very simplified waveform example\n", "\n", "# Schwarzschild\n", "a = 0.0\n", "xI0 = 1.0\n", "\n", "# get trajectory\n", "(t, p, e, x, Phi_phi, Phi_theta, Phi_r) = traj(m1, m2, a, p0, e0, xI0, T=T, dt=dt)\n", "\n", "ylms = ylm_gen(amp.unique_l, amp.unique_m, theta, phi).copy()[amp.inverse_lm]\n", "\n", "# get amplitudes\n", "teuk_modes = amp(a, p, e, x, amp.l_arr, amp.m_arr, amp.n_arr)\n", "\n", "# need to prepare arrays for sum with all modes due to +/- m setup\n", "ls = amp.l_arr[: teuk_modes.shape[1]]\n", "ms = amp.m_arr[: teuk_modes.shape[1]]\n", "ns = amp.n_arr[: teuk_modes.shape[1]]\n", "\n", "keep_modes = np.arange(teuk_modes.shape[1])\n", "temp2 = keep_modes * (keep_modes < amp.num_m0) + (keep_modes + amp.num_m_1_up) * (\n", " keep_modes >= amp.num_m0\n", ") # amp.num_m0 gives number of modes with m == 0, amp.num_m_1_up gives number of modes with m > 0\n", "\n", "ylmkeep = np.concatenate([keep_modes, temp2])\n", "ylms_in = ylms[ylmkeep]\n", "teuk_modes_in = teuk_modes\n", "\n", "# perform summation\n", "waveform1 = interpolate_mode_sum(\n", " t,\n", " teuk_modes_in,\n", " ylms_in,\n", " traj.integrator_spline_t,\n", " traj.integrator_spline_phase_coeff[:, [0, 2]],\n", " ls,\n", " ms,\n", " ns,\n", " dt=dt,\n", " T=T,\n", ")\n", "\n", "plt.plot(waveform1.real, label=\"Real\")\n", "plt.plot(waveform1.imag, label=\"Imag\")\n", "plt.legend(loc=\"lower left\")" ] }, { "attachments": {}, "cell_type": "markdown", "id": "77201255-e041-4db1-b069-21ed7581337e", "metadata": {}, "source": [ "### Direct summation\n", "\n", "For the direct mode summation, [DirectModeSum](https://bhptoolkit.org/FastEMRIWaveforms/user/sum.html#few.summation.directmodesum.DirectModeSum), we are summing up all modes at each time step directly. So, no interpolation. However, in this example, we will use interpolation up front because we need amplitude and phase arrays at all time steps for the direct mode sum because the direct mode sum will not fill in time steps like the interpolated mode sum. " ] }, { "cell_type": "code", "execution_count": 3, "id": "e1c9e6ea-44ba-4249-b4ac-c104c3ce7be6", "metadata": { "execution": { "iopub.execute_input": "2026-07-11T10:48:03.884742Z", "iopub.status.busy": "2026-07-11T10:48:03.884673Z", "iopub.status.idle": "2026-07-11T10:48:05.167580Z", "shell.execute_reply": "2026-07-11T10:48:05.167041Z" } }, "outputs": [], "source": [ "from few.summation.interpolatedmodesum import CubicSplineInterpolant\n", "from few.summation.directmodesum import DirectModeSum\n", "from few.utils.utility import get_mismatch\n", "\n", "# full time grid\n", "t_new = np.arange(t[0], t[-1], dt)\n", "\n", "# interpolate amplitudes onto full time grid\n", "interp_in = np.zeros((teuk_modes.shape[1] * 2, teuk_modes.shape[0]))\n", "\n", "interp_in[: teuk_modes.shape[1], :] = teuk_modes.T.real\n", "interp_in[teuk_modes.shape[1] :, :] = teuk_modes.T.imag\n", "\n", "spline = CubicSplineInterpolant(t, interp_in)\n", "\n", "# notice the new shape is (ninterps, length) just like the inital input to the spline\n", "temp = spline(t_new).T\n", "teuk_modes_in = temp[:, : teuk_modes.shape[1]] + temp[:, teuk_modes.shape[1] :] * 1j\n", "\n", "# interpolate phase arrays onto full time grid\n", "interp_in2 = np.zeros((3, teuk_modes.shape[0]))\n", "interp_in2[0] = Phi_phi\n", "interp_in2[1] = Phi_theta\n", "interp_in2[2] = Phi_r\n", "\n", "spline2 = CubicSplineInterpolant(t, interp_in2)\n", "Phi_phi_in, Phi_theta_in, Phi_r_in = spline2(t_new)\n", "\n", "# perform mode summation directly\n", "direct_mode_sum = DirectModeSum()\n", "waveform2 = direct_mode_sum(\n", " t,\n", " teuk_modes_in,\n", " ylms_in,\n", " t,\n", " [Phi_phi_in, Phi_theta_in, Phi_r_in],\n", " amp.l_arr[: teuk_modes.shape[1]],\n", " amp.m_arr[: teuk_modes.shape[1]],\n", " amp.n_arr[: teuk_modes.shape[1]],\n", " dt=dt,\n", " T=T,\n", ")" ] }, { "cell_type": "code", "execution_count": 4, "id": "f61311d3", "metadata": { "execution": { "iopub.execute_input": "2026-07-11T10:48:05.168702Z", "iopub.status.busy": "2026-07-11T10:48:05.168622Z", "iopub.status.idle": "2026-07-11T10:48:05.215080Z", "shell.execute_reply": "2026-07-11T10:48:05.214794Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# comparison plot: direct vs interpolated summation\n", "plt.plot(t_new, waveform1.real, label=\"Interpolated summation\")\n", "plt.plot(t_new, waveform2.real, '--', label=\"Direct summation\")\n", "plt.legend()" ] }, { "cell_type": "code", "execution_count": 5, "id": "39a6e8d3", "metadata": { "execution": { "iopub.execute_input": "2026-07-11T10:48:05.216272Z", "iopub.status.busy": "2026-07-11T10:48:05.216207Z", "iopub.status.idle": "2026-07-11T10:48:05.218187Z", "shell.execute_reply": "2026-07-11T10:48:05.217921Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mismatch: -2.220446049250313e-16\n" ] } ], "source": [ "# compute the mismatch between the direct and interpolated mode sum waveforms:\n", "print(\"Mismatch:\", get_mismatch(waveform1, waveform2))" ] } ], "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": "3.12.13" } }, "nbformat": 4, "nbformat_minor": 5 }