{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Direct Python usage\n", "\n", "Minimal example calling ``IMRPhenomTHM`` without external waveform interfaces." ] }, { "cell_type": "code", "metadata": {}, "source": [ "%matplotlib inline\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import phenomxpy\n", "\n", "kwargs = dict(\n", " eta=0.2,\n", " total_mass=40.0,\n", " s1=[0.4, 0.1, 0.5],\n", " s2=[0.3, 0.2, -0.3],\n", " f_min=20.0,\n", " delta_t=1.0 / 4096,\n", " distance=100.0,\n", " inclination=np.pi / 3,\n", ")" ], "execution_count": 50, "outputs": [], "id": "c349c461" }, { "cell_type": "code", "metadata": {}, "source": [ "phen = phenomxpy.IMRPhenomTPHM(**kwargs)\n", "hp, hc, times = phen.compute_polarizations(times=None)\n", "hlms, times = phen.compute_CPmodes(times=None)\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", "\n", "axs[0].plot(times, hp, label=\"h+\")\n", "axs[0].plot(times, hc, label=\"hx\")\n", "axs[0].set_xlabel(\"time [s]\")\n", "axs[0].set_ylabel(\"strain\")\n", "axs[0].legend()\n", "\n", "axs[1].plot(times, np.real(hlms[\"22\"]), label=\"Re(h22)\")\n", "axs[1].set_xlabel(\"time [s]\")\n", "axs[1].set_ylabel(\"Re(hlm)\")\n", "axs[1].legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ], "execution_count": 51, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] } } ], "id": "c7a30251" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Custom time array" ], "id": "90e7aa57" }, { "cell_type": "code", "metadata": {}, "source": [ "custom_times = times[1000:5000]\n", "hp_custom, hc_custom, custom_times = phen.compute_polarizations(times=custom_times)\n", "hlms_custom, custom_times = phen.compute_CPmodes(times=custom_times)\n", "\n", "select = np.arange(1000, 5000)\n", "hc_uniform_common = hc[select]\n", "hc_diff = np.abs(hc_uniform_common - hc_custom)\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(10, 4))\n", "\n", "axs[0].plot(times, hp, label=\"uniform grid\")\n", "axs[0].plot(custom_times, hp_custom, \"--\", label=\"custom grid\")\n", "axs[0].set_xlabel(\"time [s]\")\n", "axs[0].set_ylabel(\"h+\")\n", "axs[0].legend()\n", "\n", "axs[1].plot(custom_times, hc_diff)\n", "axs[1].set_xlabel(\"time [s]\")\n", "axs[1].set_ylabel(\"|hx_uniform - hx_custom|\")\n", "\n", "plt.tight_layout()\n", "plt.show()" ], "execution_count": 52, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] } } ], "id": "1823aa80" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fourier-domain polarizations" ], "id": "1f6bee8b" }, { "cell_type": "code", "metadata": {}, "source": [ "phen = phenomxpy.IMRPhenomTPHM(**kwargs, delta_f=0, condition=True)\n", "hpf, hcf, frequencies = phen.compute_fd_polarizations()\n", "\n", "fig, ax = plt.subplots(figsize=(6, 4))\n", "ax.loglog(frequencies, np.abs(hpf), label=\"|h+(f)|\")\n", "ax.loglog(frequencies, np.abs(hcf), label=\"|hx(f)|\")\n", "ax.set_xlabel(\"frequency [Hz]\")\n", "ax.set_ylabel(\"strain / Hz\")\n", "ax.legend()\n", "plt.show()" ], "execution_count": 53, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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