Skip to content

Instantly share code, notes, and snippets.

@danhey
Created May 3, 2023 19:39
Show Gist options
  • Save danhey/005732f121fb57ae311000843888d838 to your computer and use it in GitHub Desktop.
Save danhey/005732f121fb57ae311000843888d838 to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 109,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import theano.tensor as tt\n",
"import theano\n",
"import pymc3 as pm\n",
"import exoplanet as xo\n",
"from exoplanet.orbits import get_true_anomaly\n",
"import matplotlib.pyplot as plt\n",
"\n",
"import pymc3 as pm\n",
"import pymc3_ext as pmx\n",
"import aesara_theano_fallback.tensor as tt\n",
"from astropy.timeseries import LombScargle\n",
"\n",
"# A function for the amplitude spectrum\n",
"def amplitude_spectrum(t, y, fmin=None, fmax=None, freq=None, oversample_factor=10.0):\n",
" \"\"\" \n",
" Calculates the amplitude spectrum of a given signal\n",
" \n",
" Parameters\n",
" ----------\n",
" t : `array`\n",
" Time values \n",
" y : `array`\n",
" Flux or magnitude measurements\n",
" fmin : float (default None)\n",
" Minimum frequency to calculate spectrum. Defaults to df\n",
" fmax : float\n",
" Maximum frequency to calculate spectrum. Defaults to Nyquist.\n",
" oversample_factor : float\n",
" Amount by which to oversample the spectrum. Defaults to 10.\n",
" \"\"\"\n",
" tmax = t.max()\n",
" tmin = t.min()\n",
" df = 1.0 / (tmax - tmin)\n",
"\n",
" if fmin is None:\n",
" fmin = df\n",
" if fmax is None:\n",
" fmax = 0.5 / np.median(np.diff(t)) # *nyq_mult\n",
" if freq is None:\n",
" freq = np.arange(fmin, fmax, df / oversample_factor)\n",
" model = LombScargle(t, y)\n",
" sc = model.power(freq, method=\"fast\", normalization=\"psd\")\n",
"\n",
" fct = np.sqrt(4.0 / len(t))\n",
" amp = np.sqrt(sc) * fct\n",
"\n",
" return freq, amp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here is an updated orbit model from Maelstrom. The calculation of the light curve in Maelstrom basically assumes you already have a light curve and want to solve for the lc with least-squares. The downside of this is that you _must_ supply some flux for the calculation. But we can do better by simply modeling the frequencies, amplitudes, and intrinsic phases of the modes simultaneously, with the addition of the mutual gravitation:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"$ y(t) = A cos (\\omega (t - \\tau) + \\phi) $"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can see how i've changed it below"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [],
"source": [
"\n",
"class Orbit:\n",
" def __init__(\n",
" self, period=None, lighttime=None, freq=None, eccen=0, omega=0, phi=0, amplitude=None, phase=None\n",
" ):\n",
" self.period = period\n",
" self.lighttime = lighttime\n",
" self.omega = omega\n",
" self.eccen = eccen\n",
" self.phi = phi\n",
"\n",
" self.freq = freq\n",
" self.amplitude = amplitude\n",
" self.phase = phase\n",
"\n",
" def get_time_delay(self, time):\n",
" \"\"\"Calculates the time delay for the given time values.\n",
" \n",
" Args:\n",
" time (array): Time values at which to calculate tau.\n",
" \n",
" Returns:\n",
" array: Time delay values for each `time`\n",
" \"\"\"\n",
" # Mean anom\n",
" M = 2.0 * np.pi * time / self.period - self.phi\n",
"\n",
" # Negative psi to agree with Hey+2019. Implies closest star has negative\n",
" # time delay\n",
" if self.eccen == 0:\n",
" psi = -tt.sin(M)\n",
" else:\n",
" f = get_true_anomaly(M, self.eccen + tt.zeros_like(M))\n",
" psi = (\n",
" -1\n",
" * (1 - tt.square(self.eccen))\n",
" * tt.sin(f + self.omega)\n",
" / (1 + self.eccen * tt.cos(f))\n",
" )\n",
"\n",
" tau = (self.lighttime / 86400) * psi[:, None]\n",
" return tau\n",
"\n",
" def get_lightcurve_model(self, time):\n",
" \"\"\"Calculates a synthetic light curve given the orbital parameters of \n",
" the `Orbit` object and supplied times and fluxes. The `orbit.freq` are\n",
" phase modulated with binary motion.\n",
" \n",
" Args:\n",
" time (array): Time-stamps\n",
" flux (array): Flux values for each `time`\n",
" \n",
" Returns:\n",
" array: Synthetic light curve\n",
" \"\"\"\n",
" tau = self.get_time_delay(time)\n",
" \n",
" lc_model = tt.sum(self.amplitude * tt.cos(2*np.pi*self.freq * \n",
" (time[:, None] - tau)[:, None]\n",
" + self.phase), axis=1)\n",
" self.full_lc = lc_model\n",
"\n",
" return self.full_lc\n",
"\n",
" def get_radial_velocity(self, time):\n",
" \"\"\"Calculates the radial velocity for the given time values\n",
" \n",
" Args:\n",
" time (array): time values\n",
" \n",
" Returns:\n",
" array: RV values\n",
" \"\"\"\n",
" M = 2.0 * np.pi * time[:, None] / self.period - self.phi\n",
" f = get_true_anomaly(M, self.eccen + tt.zeros_like(M))\n",
" rv = -1 * (\n",
" (self.lighttime / 86400)\n",
" * (\n",
" 2.0\n",
" * np.pi\n",
" * (1 / self.period)\n",
" * (1 / tt.sqrt(1.0 - tt.square(self.eccen)))\n",
" * (tt.cos(f + self.omega) + self.eccen * tt.cos(self.omega))\n",
" )\n",
" )\n",
" rv *= 299792.458 # c in km/s\n",
" return tt.squeeze(rv)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's see what it looks like for a simple binary. We're going to define a single mode at a given frequency, amplitude, and phase, and then modulate it by a companion"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [],
"source": [
"# Star 1 (inner binary)\n",
"freq_s1 = np.array([100])\n",
"amps_s1 = np.array([0.1])\n",
"phases_s1 = np.array([1.5])\n",
"\n",
"# The simple orbit model\n",
"with pm.Model() as model:\n",
" orbit = Orbit(\n",
" period = 20, # the orbital period\n",
" lighttime = 50, # the \n",
" freq = freq_s1, \n",
" amplitude=amps_s1, \n",
" phase=phases_s1\n",
" )\n",
" \n",
" lc = pmx.eval_in_model(orbit.get_lightcurve_model(times))\n",
" # Add some noise to it:\n",
" lc += np.random.normal(scale=0.05, size=len(lc))\n",
" \n",
" # And just for fun, the time delay:\n",
" tau = orbit.get_time_delay(times)\n",
" tau = pmx.eval_in_model(tau)\n"
]
},
{
"cell_type": "code",
"execution_count": 116,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x35ffc1460>"
]
},
"execution_count": 116,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1050x750 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(3,1, constrained_layout=True)\n",
"\n",
"ax = axes[0]\n",
"ax.plot(times, lc)\n",
"ax.set(\n",
" title='Light curve',\n",
" xlabel='time [days]',\n",
" ylabel='flux'\n",
")\n",
"\n",
"ax = axes[1]\n",
"ax.plot(times, tau)\n",
"ax.set(\n",
" title='Time delay',\n",
" xlabel='time [days]',\n",
" ylabel='time delay [d]'\n",
")\n",
"\n",
"ax = axes[2]\n",
"f, a = amplitude_spectrum(times, lc, fmin=freq_s1[0]-0.1, fmax=freq_s1[0]+0.1)\n",
"ax.plot(f, a)\n",
"ax.set(\n",
" title='Amplitude spectrum',\n",
" xlabel=r'days$^{-1}$',\n",
" ylabel='amplitude'\n",
")\n",
"\n",
"ax.axvline(freq_s1[0] - 1/20, c='r', ls='--', alpha=0.5)\n",
"ax.axvline(freq_s1[0] + 1/20, c='r', ls='--', alpha=0.5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Cool, we see mode splitting at exactly 1/Porb around the dominant mode, just like we expect!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"What if we now have two companions? I think how this will look will depend on the orbital configuration .. Let's say we have a star in an inner binary and one on a wider orbit around them. The time delay that we see will depend on which pulsation mode we look at. The inner star (should?) show the linear combination of both time delays. The outer star will only show the wide orbit. "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"$ y(t) = A cos (\\omega (t - (\\tau_1 + \\tau_2)) + \\phi) $"
]
},
{
"cell_type": "code",
"execution_count": 180,
"metadata": {},
"outputs": [],
"source": [
"# Star 1 (inner binary)\n",
"freq_s1 = np.array([20.23, 40.14])\n",
"amps_s1 = np.array([0.8, 0.25])\n",
"phases_s1 = np.array([1.5, 2.4])\n",
"\n",
"# Star 2 (outer binary) (just making these up lol)\n",
"freq_s2 = np.array([13])\n",
"amps_s2 = np.array([0.4])\n",
"phases_s2 = np.array([0])\n",
"\n",
"# some rando times\n",
"times = np.arange(0,1000, 0.0138893)"
]
},
{
"cell_type": "code",
"execution_count": 181,
"metadata": {},
"outputs": [],
"source": [
"P1, P2 = 15, 77 # periods\n",
"A1, A2 = 70, 57 # amplitude of time delays (asini/c)"
]
},
{
"cell_type": "code",
"execution_count": 192,
"metadata": {},
"outputs": [],
"source": [
"with pm.Model() as model:\n",
" orbit_inner = Orbit(\n",
" period = P1, \n",
" lighttime = A1,\n",
" freq = freq_s1, \n",
" amplitude=amps_s1, \n",
" phase=phases_s1\n",
" )\n",
" \n",
" orbit_outer = Orbit(\n",
" period = P2, \n",
" lighttime = A2,\n",
" freq = freq_s2, \n",
" amplitude=amps_s2, \n",
" phase=phases_s2\n",
" )\n",
" \n",
" \n",
" # We need to construct our LC manually\n",
" tau_1 = orbit_inner.get_time_delay(times)\n",
" tau_2 = orbit_outer.get_time_delay(times)\n",
" \n",
" # Let's get the lc of the inner star\n",
" lc_model = tt.sum(orbit_inner.amplitude * tt.cos(2*np.pi*orbit_inner.freq * \n",
" (times[:, None] - (tau_1 + tau_2))[:, None]\n",
" + orbit_inner.phase), axis=1)\n",
" \n",
" lc = pmx.eval_in_model(lc_model)\n",
" tau = pmx.eval_in_model(tau_1 + tau_2)"
]
},
{
"cell_type": "code",
"execution_count": 193,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x407ebdb20>]"
]
},
"execution_count": 193,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1050x750 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(times, tau)"
]
},
{
"cell_type": "code",
"execution_count": 198,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x4432c4550>"
]
},
"execution_count": 198,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1050x750 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"\n",
"f, a = amplitude_spectrum(times, lc, fmin=freq_s1[0]-(1/P1)*1.3, fmax=freq_s1[0]+(1/P1)*1.3)\n",
"ax.plot(f, a)\n",
"ax.set(\n",
" title='Amplitude spectrum',\n",
" xlabel=r'days$^{-1}$',\n",
" ylabel='amplitude'\n",
")\n",
"ax.axvline(freq_s1[0] - 1/P1, c='r', ls='--')\n",
"ax.axvline(freq_s1[0] + 1/P1, c='r', ls='--')"
]
},
{
"cell_type": "code",
"execution_count": 197,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.lines.Line2D at 0x443225bb0>"
]
},
"execution_count": 197,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1050x750 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"\n",
"f, a = amplitude_spectrum(times, lc, fmin=freq_s1[0]-(1/P2)*1.3, fmax=freq_s1[0]+(1/P2)*1.3)\n",
"ax.plot(f, a)\n",
"ax.set(\n",
" title='Amplitude spectrum',\n",
" xlabel=r'days$^{-1}$',\n",
" ylabel='amplitude'\n",
")\n",
"ax.axvline(freq_s1[0] - 1/P2, c='r', ls='--')\n",
"ax.axvline(freq_s1[0] + 1/P2, c='r', ls='--')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Cool! The mode energy is equipartitioned into both orbits. We could tweak these to make some nicer (and less physical) plots"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "exoplanet",
"language": "python",
"name": "exoplanet"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.15"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment