484 lines
653 KiB
Plaintext
484 lines
653 KiB
Plaintext
{
|
|
"cells": [
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 1,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# automatically reflect changes in imported modules\n",
|
|
"%load_ext autoreload\n",
|
|
"%autoreload 2\n",
|
|
"\n",
|
|
"from pathlib import Path\n",
|
|
"import numpy as np\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import astropy.units as u\n",
|
|
"\n",
|
|
"import utils\n",
|
|
"import utils.logging_config\n",
|
|
"import logging\n",
|
|
"logger = logging.getLogger(\"task2 (mesh)\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 2,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"DATA_ROOT = Path('data')\n",
|
|
"# DATA_NAME = 'data0.txt'\n",
|
|
"# DATA_NAME = 'data1.txt'\n",
|
|
"DATA_NAME = 'data0_noise.txt'\n",
|
|
"# DATA_NAME = 'data1_noise.txt'\n",
|
|
"NBINS = 30\n",
|
|
"CACHE_ROOT = Path('.cache')\n",
|
|
"\n",
|
|
"G = 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"points, columns = utils.load_data(DATA_ROOT / DATA_NAME)\n",
|
|
"logger.debug(f\"Fetched {points.shape[0]} points, columns: {columns}\")\n",
|
|
"# points = points[:10, ...]\n",
|
|
"# TODO remove\n",
|
|
"# reorder the columns to match the expected order (x, y, z, mass)\n",
|
|
"particles = points[:, [2, 3, 4, 1]]"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# plot the distribution of the particles\n",
|
|
"fig = plt.figure()\n",
|
|
"ax = fig.add_subplot(111, projection='3d')\n",
|
|
"ax.scatter(particles[:,0], particles[:,1], particles[:,2], cmap='viridis', c=particles[:,3])\n",
|
|
"plt.show()\n",
|
|
"## Note: colormap corresponds to the mass of the particles"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Choice of units\n",
|
|
"Recap of the particle properties:\n",
|
|
"- $\\sim 10^4$ particles\n",
|
|
"- around 1 black hole (10% of the mass)\n",
|
|
"\n",
|
|
"$\\implies$ ???"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Set G = 1\n",
|
|
"G = 1\n",
|
|
"\n",
|
|
"# from the particle number we can estimate the total (stellar) mass, excluding the BH\n",
|
|
"M_TOT = 1e4 * u.M_sun\n",
|
|
"# the radius aound the black hole follows from ??? # TODO\n",
|
|
"R_TOT = 1 * u.pc\n",
|
|
"\n",
|
|
"# Rescale the units of the particles - considering only the orbiting stars\n",
|
|
"M_particles = particles[:,3].sum() - 1\n",
|
|
"R_particles = np.max(np.linalg.norm(particles[:, :3], axis=1))\n",
|
|
"\n",
|
|
"logger.info(f\"Considering a globular cluster - total mass of stars: {M_particles}, maximum radius of particles: {R_particles}\")\n",
|
|
"m_scale = M_TOT / M_particles\n",
|
|
"r_scale = R_TOT / R_particles\n",
|
|
"utils.seed_scales(r_scale, m_scale)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"### Direct N body force computation\n",
|
|
"epsilon = utils.mean_interparticle_distance(particles)\n",
|
|
"\n",
|
|
"epsilon_range = np.logspace(-2, 2, 5)\n",
|
|
"n_squared_forces = []\n",
|
|
"\n",
|
|
"SAVE_FORCES = False\n",
|
|
"\n",
|
|
"for e in epsilon_range:\n",
|
|
" n_particles = particles.shape[0]\n",
|
|
" cache_file = CACHE_ROOT / f\"n_squared_forces__n_{n_particles}__softening_multiplier_{e:.0f}.npy\"\n",
|
|
" try:\n",
|
|
" f = np.load(cache_file)\n",
|
|
" logger.info(f\"Loaded forces from {cache_file}\")\n",
|
|
" except FileNotFoundError:\n",
|
|
" f = utils.n_body_forces(particles, G, e * epsilon)\n",
|
|
" if SAVE_FORCES:\n",
|
|
" np.save(cache_file, f)\n",
|
|
" logger.debug(f\"Saved forces to {cache_file}\")\n",
|
|
" n_squared_forces.append(f)\n",
|
|
"\n",
|
|
"### Mesh based force computation\n",
|
|
"mesh_size_range = [10, 20, 50, 100, 150, 200]\n",
|
|
"mapping = utils.particle_to_cells_nn\n",
|
|
"\n",
|
|
"mesh_forces = []\n",
|
|
"for mesh_size in mesh_size_range:\n",
|
|
" cache_file = CACHE_ROOT / f\"mesh_forces__n_{n_particles}__mesh_size_{mesh_size}__mapping_{mapping.__name__}.npy\"\n",
|
|
" try:\n",
|
|
" f = np.load(cache_file)\n",
|
|
" logger.info(f\"Loaded forces from {cache_file}\")\n",
|
|
" except FileNotFoundError:\n",
|
|
" f = utils.mesh_forces_v2(particles, G, mesh_size, mapping)\n",
|
|
" if SAVE_FORCES:\n",
|
|
" np.save(cache_file, f)\n",
|
|
" logger.debug(f\"Saved forces to {cache_file}\")\n",
|
|
" mesh_forces.append(f)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"## Compare the mesh computation with the direct summation\n",
|
|
"r = np.linalg.norm(particles[:,:3], axis=1)\n",
|
|
"\n",
|
|
"plt.figure()\n",
|
|
"plt.title('Radial force')\n",
|
|
"plt.xscale('log')\n",
|
|
"plt.yscale('log')\n",
|
|
"plt.xlabel('$r$')\n",
|
|
"plt.ylabel('$F_r(r)$')\n",
|
|
"\n",
|
|
"# many of the particles have the same distance from the origin, so we skip some of them\n",
|
|
"SKIP_N = 20\n",
|
|
"\n",
|
|
"for f,e in zip(n_squared_forces, epsilon_range):\n",
|
|
" plt.plot(r[::SKIP_N], np.linalg.norm(f, axis=1)[::SKIP_N], 'o', label=f\"$N^2$ - {e:.1g} * $\\\\epsilon$\", alpha=0.3)\n",
|
|
"for f, s in zip(mesh_forces, mesh_size_range):\n",
|
|
" plt.plot(r[::SKIP_N], np.linalg.norm(f, axis=1)[::SKIP_N], 'x', label=f\"Mesh - N={s}\")\n",
|
|
"\n",
|
|
"# plt.ylim([5e-4, 1e2])\n",
|
|
"plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"\n",
|
|
"# TODO: compare computation time\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"#### Discussion\n",
|
|
"- Using the baseline of $N^2 + 1 \\varepsilon$ softening we can see that already a 20 x 20 x 20 grid provides good accuracy but the mapping breaks down at small distances (dip)\n",
|
|
"- Larger grids are more stable, especially at small distances => 50 x 50 x 50 already seems to be a good choice\n",
|
|
"- very large grids show overdiscretization => noisy data even for the non-noisy particle distributions\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"### Time integration"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 8,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import scipy.integrate as spi"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# load the particles in the format [x, y, z, vx, vy, vz, mass]\n",
|
|
"p0 = points[:, [2, 3, 4, 5, 6, 7, 1]]\n",
|
|
"\n",
|
|
"logger.info(f\"Considering {p0.shape[0]} particles\")\n",
|
|
"logger.info(f\"Total mass: {np.sum(p0[:,6])}\")\n",
|
|
"\n",
|
|
"if logger.level <= logging.DEBUG:\n",
|
|
" # assert that the ODE reshaping is consistent\n",
|
|
" y0, _ = utils.ode_setup(p0, None)\n",
|
|
" logger.debug(y0[0:7])\n",
|
|
" p0_reconstructed = utils.to_particles(y0)\n",
|
|
" logger.debug(f\"{p0[0]} -> {p0_reconstructed[0]}\")\n",
|
|
" logger.debug(f\"{p0[1]} -> {p0_reconstructed[1]}\")\n",
|
|
"\n",
|
|
" assert np.allclose(p0, p0_reconstructed)\n",
|
|
" logger.debug(\"Consistency check passed\")\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 10,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def integrate(method: str, force_function: callable, p0: np.ndarray, t_range: np.ndarray) -> np.ndarray:\n",
|
|
" \"\"\"\n",
|
|
" Integrate the gravitational movement of the particles, using the specified method\n",
|
|
" - method: the integration method to use (\"scipy\" or \"rk4\")\n",
|
|
" - force_function: the function that computes the forces acting on the particles\n",
|
|
" - p0: the initial conditions of the particles (n, 7) array, unflattened\n",
|
|
" - t_range: the time range to integrate over\n",
|
|
" Returns: the integrated positions and velocities of the particles in a 'flattened' array (time_steps, nx7)\n",
|
|
" \"\"\"\n",
|
|
" y0, y_prime = utils.ode_setup(p0, force_function)\n",
|
|
" \n",
|
|
" if method == \"scipy\":\n",
|
|
" sol = spi.odeint(y_prime, y0, t_range, rtol=1e-2)\n",
|
|
" elif method == \"rk4\":\n",
|
|
" sol = np.zeros((t_range.shape[0], y0.shape[0]))\n",
|
|
" sol[0] = y0\n",
|
|
" dt = t_range[1] - t_range[0]\n",
|
|
" for i in range(1, t_range.shape[0]):\n",
|
|
" t = t_range[i]\n",
|
|
" sol[i,...] = utils.runge_kutta_4(sol[i-1], t, y_prime, dt)\n",
|
|
"\n",
|
|
"\n",
|
|
" logger.info(f\"Integration done, shape: {sol.shape}\")\n",
|
|
" return sol\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Determine the integration timesteps\n",
|
|
"# let's first compute the crossing time\n",
|
|
"v = np.linalg.norm(particles[:, 3:6], axis=1)\n",
|
|
"v_mean = np.mean(v)\n",
|
|
"# a timestep should result in a small displacement, wrt. to the mean interparticle distance\n",
|
|
"r_inter = utils.mean_interparticle_distance(particles)\n",
|
|
"\n",
|
|
"dt = r_inter / v_mean * 1e-3\n",
|
|
"logger.info(f\"Mean velocity: {v_mean}, timestep: {dt}\")"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 12,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"## Integration setup - use the n_squared forces for a few timesteps only, to see if the orbits are stable\n",
|
|
"n_steps = 20\n",
|
|
"t_range = np.arange(0, n_steps*dt, dt)\n",
|
|
"\n",
|
|
"# The force function can be interchanged\n",
|
|
"epsilon = utils.mean_interparticle_distance(particles)\n",
|
|
"epsilon = 0.01\n",
|
|
"force_function = lambda x: utils.n_body_forces(x, G, epsilon)\n",
|
|
"# force_function = lambda x: utils.n_body_forces_basic(x, G, epsilon)\n",
|
|
"# force_function = lambda x: utils.analytical_forces(x)\n",
|
|
"sol = integrate(\"rk4\", force_function, p0, t_range)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 13,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 1800x1200 with 10 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 6 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"### Plot a fixed number of states\n",
|
|
"N_STATES = 10 # should be even\n",
|
|
"# skip some particles to make the plot more readable\n",
|
|
"SKIP_NTH_PARTICLE = 1\n",
|
|
"\n",
|
|
"\n",
|
|
"fig, axs = plt.subplots(2, N_STATES//2, subplot_kw={'projection': '3d'})\n",
|
|
"\n",
|
|
"for i, ax in enumerate(axs.flat):\n",
|
|
" nth = int(sol.shape[0] / N_STATES) * i\n",
|
|
" p = utils.to_particles(sol[nth])[::SKIP_NTH_PARTICLE]\n",
|
|
" ax.scatter(p[:,0], p[:,1], p[:,2], cmap='viridis', c=range(p.shape[0]))\n",
|
|
" ax.set_title(f\"t={t_range[nth]:.2g} (step {nth})\")\n",
|
|
"# set size\n",
|
|
"fig.set_size_inches(18, 12)\n",
|
|
"\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# show some phase space diagrams\n",
|
|
"fig, axs = plt.subplots(2, 3)\n",
|
|
"# for i, ax in enumerate(axs.flat):\n",
|
|
"# r = []\n",
|
|
"# v = []\n",
|
|
"# for j in range(t_range.size):\n",
|
|
"# p = utils.to_particles(sol[j])\n",
|
|
"# print(p.shape)\n",
|
|
"# r.append(np.linalg.norm(p[i,:3]))\n",
|
|
"# v.append(np.linalg.norm(p[i,3:6]))\n",
|
|
"# ax.plot(r, v)\n",
|
|
"# ax.set_title(f\"particle {i}\")\n",
|
|
"\n",
|
|
"for i, ax in enumerate(axs.flat):\n",
|
|
" x = []\n",
|
|
" y = []\n",
|
|
" for j in range(t_range.size):\n",
|
|
" p = utils.to_particles(sol[j])\n",
|
|
" x.append(p[i,0])\n",
|
|
" y.append(p[i,1])\n",
|
|
" ax.plot(x, y)\n",
|
|
" ax.set_title(f\"particle {i}\")\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 14,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
},
|
|
{
|
|
"data": {
|
|
"image/png": "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",
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"#### Plot some key quantities of the system as a whole\n",
|
|
"# sol has the shape (n_steps, n_particles*6) where the first 3*n are the positions and the last 3*n are the velocities\n",
|
|
"\n",
|
|
"# kinetic energy\n",
|
|
"energies = np.zeros(sol.shape[0])\n",
|
|
"for i in range(sol.shape[0]):\n",
|
|
" p = utils.to_particles(sol[i])\n",
|
|
" k_e = 0.5 * np.sum(p[:,6] * np.linalg.norm(p[:,3:6], axis=1)**2)\n",
|
|
" energies[i] = k_e\n",
|
|
"\n",
|
|
"plt.figure()\n",
|
|
"plt.plot(t_range, energies)\n",
|
|
"plt.title('Kinetic energy')\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Energy')\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"\n",
|
|
"# radial extrema of the particles\n",
|
|
"r_mins = np.zeros(sol.shape[0])\n",
|
|
"r_maxs = np.zeros(sol.shape[0])\n",
|
|
"for i in range(sol.shape[0]):\n",
|
|
" p = utils.to_particles(sol[i])\n",
|
|
" r = np.linalg.norm(p[:,:3], axis=1)\n",
|
|
" r_mins[i] = np.partition(r, 4)[4]\n",
|
|
"\n",
|
|
" # r_mins[i] = np.min(r)\n",
|
|
" r_maxs[i] = np.max(r)\n",
|
|
"\n",
|
|
"plt.figure()\n",
|
|
"plt.plot(t_range, r_mins, label='Min distance')\n",
|
|
"# plt.plot(t_range, r_maxs, label='Max distance')\n",
|
|
"plt.title('Radial extrema')\n",
|
|
"plt.xlabel('Time')\n",
|
|
"plt.ylabel('Distance')\n",
|
|
"plt.legend()\n",
|
|
"plt.show()\n",
|
|
"\n",
|
|
"# plot the last radial distribution\n",
|
|
"plt.figure()\n",
|
|
"plt.hist(r, bins=NBINS)\n",
|
|
"plt.title('Radial distribution')\n",
|
|
"plt.xlabel('Distance')\n",
|
|
"plt.ylabel('Number of particles')\n",
|
|
"plt.show()\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "projects-X-9bmgL6",
|
|
"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": "3.13.1"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 2
|
|
}
|