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@williamgilpin
Created September 13, 2023 17:04
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{
"cells": [
{
"cell_type": "markdown",
"id": "90ecb153",
"metadata": {},
"source": [
"# Partial differential equations\n",
"\n",
"Requirements\n",
"+ matplotlib\n",
"+ numpy\n",
"+ scipy\n",
"\n",
"Optional\n",
"+ ipywidgets (for making interactive visualizations)\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "6290f3ae",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"%matplotlib inline"
]
},
{
"cell_type": "markdown",
"id": "d142e21e",
"metadata": {},
"source": [
"# Phase separation, initial value problems, and the Method of Lines\n",
"\n",
"### The Allen-Cahn equation\n",
"\n",
"We want to solve [the Allen-Cahn equation](https://www.sciencedirect.com/science/article/abs/pii/0001616072900375), a single-variable partial differential equation describing spontaneous mixture or separation of two components of a binary mixture, such as two metals in an alloy. This initial value problem is what's known as a parabolic differential equation, because it contains derivatives that are first-order in time and second-order in space.\n",
"$$\n",
"\\dot{\\rho}(\\mathbf{r}, t) = D \\nabla^2 \\rho(\\mathbf{r}, t) + \\kappa \\rho(\\mathbf{r}, t) (1 - \\rho(\\mathbf{r}, t)^2),\n",
"$$\n",
"where the scalar field $\\rho$ denotes the relative concentration of the two alloys at a given region of space, the constant $D$ denotes the diffusivity of the scalar field $\\rho(\\mathbf{r}, t)$, and $\\kappa$ determines the degree by which the two fluids avoid mixing with eachother (this loosely corresponds to surface tension).\n",
"\n",
"Notice that, when $\\kappa = 0$, this problem reduces to the heat equation. Conversely, when $D = 0$, we no longer have any spatial structure in the problem, and can solve it as though it were an ODE. We can thus see that there are two competing terms in the AC equation: The diffusion term penalizes gradients and causes the two mixtures to intermix over time, because diffusion penalizes inhomogeneity. However, this term competes with the reaction term, which encourages the majority mixture component at a given point to exclude the other component.\n",
"\n",
"In order to solve this equation, we need to specify the initial conditions. For ordinary differential equations $\\dot{\\mathbf{x}}(t) = \\mathbf{f}(\\mathbf{x}(t), t)$, an initial value problem consists of specifying the initial conditions $\\mathbf{x}(0)$, and then solving for $\\mathbf{x}(t)$ at future times $t$. For a PDE, solving an initial value problem requires specifying the initial value of a scalar field $\\rho(\\mathbf{r}, 0)$ and then solving for the future field configuration.\n",
"\n",
"### Numerical approach\n",
"\n",
"Our approach will be *the method of lines.* This semi-discretization approach consists of first explicitly discretizing the spatial part of the differential equation, thereby reducing the problem to solving a set of coupled ODEs describing each lattice site at a given time. Like the heat equation, the only portion of the equation that couples together different spatial lattice sites is the Laplace operator, and so we seek a discrete approximation of this term in the equation.\n",
"\n",
"If we assume that we are working in two-dimensions, then the semi-discretization consists of replacing $\\rho(\\mathbf{r}, t)$ with $\\rho_{ij}(t)$, which denotes the lattice site at location $i$ and $j$ on a square lattice. We therefore can approximate the Laplace operator using first-order central finite differences,\n",
"$$\n",
"\\nabla^2 \\rho(\\mathbf{r}, t) \\approx (\\rho_{i + 1, j}(t) - 2 \\rho_{ij}(t) + \\rho_{i - 1, j}) + (\\rho_{i, j + 1}(t) - 2 \\rho_{ij}(t) + \\rho_{i, j - 1}(t)) \n",
"$$\n",
"$$\n",
"\\nabla^2 \\rho(\\mathbf{r}, t) \\approx \\rho_{i + 1, j}(t) + \\rho_{i, j + 1}(t) - 4 \\rho_{ij}(t) + \\rho_{i - 1, j}(t) + \\rho_{i, j - 1}(t)\n",
"$$\n",
"Where we have used the fact that we are working in Cartesian coordinates $\\nabla^2 = \\dfrac{\\partial^2}{\\partial x^2} + \\dfrac{\\partial^2}{\\partial y^2}$ in order to sum the one-dimensional discrete Laplace operators. The method of lines is one member of a general family of **finite-difference methods** for partial differential equations, where we convert derivatives in space in time into discrete difference equations.\n",
"\n",
"### Putting it all together\n",
"\n",
"We can can now write the Allen-Cahn equation in terms of our discrete Laplace operator,\n",
"$$\n",
"\\dot{\\rho}_{ij}(t) = D\\left(\\rho_{i + 1, j}(t) + \\rho_{i, j + 1}(t) - 4 \\rho_{ij}(t) + \\rho_{i - 1, j}(t) + \\rho_{i, j - 1}(t)\\right) + \\kappa \\rho_{ij}(t) (1 - \\rho_{ij}(t)^2)\n",
"$$\n",
"\n",
"This equation basically specifies a set of coupled ordinary differential equations, where individual equations are specified by two indices $ij$ instead of a single index. All that we need to do now is discretize the initial values of the field, by sampling its values at the different lattice sites: $\\rho(\\mathbf{r}, 0) \\rightarrow \\rho_{ij}(0)$. We can then proceed by solving the system of coupled ordinary differential equations using the exact same methods we normally use to solve systems of ODEs.\n",
"\n",
"### Boundary Conditions\n",
"\n",
"One ambiguity that we need to resolve will be our choice of boundary conditions---what happens at the edges of our solution domain? If our indices $i$ and $j$ have values $i,j \\in \\{0, 1, ..., N\\}$, then we need a principled choice for the behavior of the discrete Laplace operator when $i,j < 0$ or $i, j > N$. \n",
"\n",
"Depending on the type of problem, boundary conditions for partial differential equations can often be classified as either:\n",
"1. Dirichlet: the value of $\\rho$ is specified on the boundary.\n",
"2. Neumann: the value of $\\nabla \\rho$ is specified on the boundary.\n",
"\n",
"Dirichlet boundary conditions occur if a physical phenomenon \"pins\" the values of the scalar field at the edges of the domain. For example, in a partial differential equation describing deformations of a drumhead, the edges are usually pinned. Conversely, Neumann boundary conditions indicate the the flux of the field is pinned at the edges of the domain. For example, the edges of a granular pile have a preferred contact angle that they form with surfaces. However, mixtures of both types boundary conditions, as well as higher-order combinations, also exist. For example, in fluid dynamics we often encounter equations that obey a no-slip and no-flux boundary condition. The no-slip boundary condition specifies that the velocity of a fluid is always zero along a direction tangential to a boundary due to friction, thus representing a Dirichlet condition along the tangential direction. However, the no-flux boundary condition specifies that fluid cannot penetrate the boundary along the direction perpendicular to the boundary, thus representing a Neumann boundary condition.\n",
"\n",
"### Problem outline\n",
"\n",
"Now that we've discretized our equation and figured out our boundary conditions, we are ready to numerically solve the heat equation using the exact same tricks we used to solve ODEs. We can choose whatever ODE solver that we prefer, including Euler's method, Runge-Kutta, or even variable-step or implicit methods. Here, rather than worrying about our choice of solver, we are going to use the `scipy` package's built-in ODE solver `solve_ivp`, which provides a consistent API for a whole suite of different ODE solution methods.\n",
"\n",
"We will use a square domain, and we will use a particular type of Neumann boundary conditions: reflection. We specify that the derivative of $\\rho$ equal zero along all directions perpendicular to the boundary, $\\nabla \\rho \\cdot \\hat{\\mathbf{n}} = 0$, where $\\hat{\\mathbf{n}}$ is the normal vector to the boundary. This is equivalent to assuming that the boundary doesn't exist, and all points beyond where it appears correspond to a mirror image of our field---since any finite difference across the reflection will vanish.\n",
"\n",
"### To Do\n",
"\n",
"1. Implement the Allen-Cahn equation using the method of lines. I recommend implementing just the diffusion portion first, and checking that it works, before adding on the reaction term. I've included an outline of my solution below. Once you've reduced the problem to a system of coupled ODEs, you will need to make generous use of `np.reshape`. For numerical integration, we will use the ODE solver `scipy.integrate.solve_ivp`. Review the API and docs for that function to make sure your diffential equation is set up properly. \n",
"2. Describe how varying $D$ and $\\kappa$ change the properties of your solution. Is this consistent with your intuition for special cases in which this equation is solvable?\n",
"3. Try changing the mesh size, integration timestep, or integration duration. Under what conditions does the solver fail? What do failures look like for this solution method?\n",
"4. If you are familiar with Photoshop, you have probably used a tool called a [\"Gaussian blur,\"](https://www.youtube.com/watch?v=ri8RVzhHYoA) which blurs image details in a manner reminiscent of camera blur. This method is occasionally used in the analysis of experimental microscopy images, or even one-dimensional time series, in order to remove high-frequency information. The results of a Gaussian blur of fixed radius look very reminiscent of applying the raw diffusion equation ($\\kappa=0$) to our initial conditions for a fixed duration. Based on what you know about analytical results for the heat equation, can you guess why this might be the case? What kind of photo-editing operation does the reaction term in our system mimic?\n",
"\n",
"\n",
"### Additional information\n",
"\n",
"+ We used first-order central finite differences in order to resolve the derivatives. This will poll two lattice sites to compute a first derivative along a given direction, and it will poll three lattice sites in order to compute a second derivative. If we have a very dense mesh and desire higher accuracy, we are free to use a [higher-order approximation](https://en.wikipedia.org/wiki/Finite_difference_coefficient). On an uneven mesh, it may even make sense to adaptively choose the order of our approximation based on $\\delta x$, the local lattice spacing.\n",
"+ The [Cahn-Hilliard equation](https://dspace.mit.edu/bitstream/handle/1721.1/100188/10-626-spring-2011/contents/lecture-notes/MIT10_626S11_lec38.pdf) is a more sophisticated model of phase separation, which appears more commonly in modern works. This equation contains higher order terms in $\\nabla$ than the Allen-Cahn equation, allowing a richer range of dynamical behaviors, such as spinoidal decomposition and critical opalescence."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "8d7b6def",
"metadata": {},
"outputs": [],
"source": [
"from scipy.integrate import odeint, solve_ivp\n",
"\n",
"class AllenCahn:\n",
" \"\"\"\n",
" An implementation of the Allen-Cahn equation in two dimensions, using the method\n",
" of lines and explicit finite differences\n",
"\n",
" Parameters\n",
" nx (int): number of grid points in the x direction\n",
" ny (int): number of grid points in the y direction\n",
" kappa (float): reaction rate\n",
" d (float): diffusion coefficient\n",
" Lx (float): length of the domain in the x direction\n",
" Ly (float): length of the domain in the y direction\n",
"\n",
" \"\"\"\n",
"\n",
" def __init__(self, nx, ny, kappa=1.0, d=1.0, Lx=1.0, Ly=1.0):\n",
" self.nx = nx\n",
" self.ny = ny\n",
" self.dx = Lx / nx\n",
" self.dy = Ly / ny\n",
" self.d = d\n",
" self.kappa = kappa\n",
" \n",
" def _laplace(self, grid):\n",
" \"\"\"\n",
" Apply the two-dimensional Laplace operator to a square array\n",
" \"\"\"\n",
" ################################################################################\n",
" #\n",
" #\n",
" # YOUR CODE HERE\n",
" # My 10 line solution is vectorized in numpy, and so it avoids using a for loop \n",
" # There are several valid ways to implement the boundary conditions\n",
" #\n",
" ################################################################################\n",
" raise NotImplementedError(\"Implement this method\")\n",
"\n",
" def _reaction(self, y):\n",
" \"\"\"\n",
" Bistable reaction term\n",
" \"\"\"\n",
" ################################################################################\n",
" #\n",
" #\n",
" # YOUR CODE HERE.\n",
" #\n",
" #\n",
" ################################################################################\n",
" raise NotImplementedError(\"Implement this method\")\n",
"\n",
" def rhs(self, t, y):\n",
" \"\"\"\n",
" For technical reasons, this function needs to take a one-dimensional vector, \n",
" and so we have to reshape the vector back into the mesh\n",
" \"\"\"\n",
" ################################################################################\n",
" #\n",
" #\n",
" # YOUR CODE HERE\n",
" # My solution primarily calls private methods\n",
" #\n",
" #\n",
" ################################################################################\n",
" raise NotImplementedError(\"Implement this method\")\n",
"\n",
"\n",
" def solve(self, y0, t_min, t_max, nt, **kwargs):\n",
" \"\"\"\n",
" Solve the heat equation using the odeint solver\n",
"\n",
" **kwargs are passed to scipy.integrate.solve_ivp\n",
" \"\"\"\n",
" ################################################################################\n",
" #\n",
" #\n",
" # YOUR CODE HERE\n",
" # My solution is five lines, and it mainly involves setting things up to be\n",
" # passed to scipy.integrate.solve_ivp, and then returning the results\n",
" #\n",
" #\n",
" ################################################################################\n",
" raise NotImplementedError(\"Implement this method\")\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "0fdec9e4",
"metadata": {},
"source": [
"### Test and use your code\n",
"You don't need to write any code below, these cells are just to confirm that everything is working and to play with your implementation"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "30ee8cf4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Sanity check: imaginary residual is: 9.868964542504912e-14\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x16a41a6e0>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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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": [
"# import one of William's solutions\n",
"from solutions.allencahn_spectral import AllenCahn\n",
"# from solutions.allencahn import AllenCahn\n",
"\n",
"## Run an example simulation and plot the before and after\n",
"np.random.seed(0)\n",
"ic = np.random.random((160, 160)) - 0.5\n",
"model = AllenCahn(*ic.shape, kappa=1e1, d=1e-3)\n",
"tpts, sol = model.solve(ic, 0, 8, 400, method=\"DOP853\")\n",
"\n",
"\n",
"plt.figure()\n",
"plt.imshow(sol[0], vmin=-1, vmax=1)\n",
"\n",
"plt.figure()\n",
"plt.imshow(sol[-1], vmin=-1, vmax=1)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "7f62b1c7",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "2c6ac7f432504cb0941458769ce56385",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=0, description='i', layout=Layout(width='500px'), max=399), Output()), _…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<function __main__.plotter(i)>"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## (optional) Make an interactive video with a slider in the notebook\n",
"from ipywidgets import interact, interactive, fixed, interact_manual, Layout\n",
"import ipywidgets as widgets\n",
"\n",
"def plotter(i):\n",
" # plt.close()\n",
" fig = plt.figure(figsize=(10, 10))\n",
" plt.imshow(sol[i], vmin=-1, vmax=1, cmap=\"coolwarm\")\n",
" plt.show()\n",
"\n",
"\n",
"\n",
"interact(\n",
" plotter, \n",
" i=widgets.IntSlider(0, 0, len(sol) - 1, 1, layout=Layout(width='500px'))\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "67c28ef0",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "c448611137f942bc8523483dc93fb157",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=0, description='i', layout=Layout(width='500px'), max=399), Output()), _…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<function __main__.plotter(i)>"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## (optional) Make an interactive video with a slider in the notebook\n",
"from ipywidgets import interact, interactive, fixed, interact_manual, Layout\n",
"import ipywidgets as widgets\n",
"\n",
"def plotter(i):\n",
" # plt.close()\n",
" fig = plt.figure(figsize=(10, 10))\n",
" plt.imshow(sol[i], vmin=-1, vmax=1, cmap=\"coolwarm\")\n",
" plt.show()\n",
"\n",
"\n",
"\n",
"interact(\n",
" plotter, \n",
" i=widgets.IntSlider(0, 0, len(sol) - 1, 1, layout=Layout(width='500px'))\n",
")"
]
},
{
"cell_type": "markdown",
"id": "2f5c640a",
"metadata": {},
"source": [
"#### Extras\n",
"\n",
"These are the utilities that William uses to make videos"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "a9d8eb60",
"metadata": {},
"outputs": [],
"source": [
"# (Optional) I use this code to export still images, and then make a video from them using\n",
"# the command-line tool ffmpeg\n",
"\n",
"\n",
"for i in range(len(sol)):\n",
" plt.figure()\n",
" plt.imshow(sol[i], vmin=-1, vmax=1, cmap=\"coolwarm\")\n",
" out_path = \"private_dump/frame\" + str(i).zfill(4) + \".png\"\n",
"\n",
"\n",
" ax = plt.gca()\n",
" ax.set_axis_off()\n",
" ax.xaxis.set_major_locator(plt.NullLocator())\n",
" ax.yaxis.set_major_locator(plt.NullLocator())\n",
" ax.set_aspect(1, adjustable='box')\n",
"\n",
" plt.savefig(out_path, bbox_inches='tight', pad_inches=0.02, dpi=160)\n",
" plt.close()\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "7d233553",
"metadata": {},
"outputs": [],
"source": [
"# (Optional) I used this code to stitch the images together into a video. The %%bash magic tells\n",
"# iPython to treat these lines as bash commands, rather than Python. I then use the \n",
"# command-line tool `ffmpeg` to stitch the images together into a video.\n",
"\n",
"%%bash\n",
"ffmpeg -r 60 -i private_dump/frame%04d.png -vf \"scale=trunc(iw/2)*2:trunc(ih/2)*2\" -vcodec libx264 -pix_fmt yuv420p private_dump/vid2.mov\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d1e045e0",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "e8599357",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "ce35a2e4",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "93c61103",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "85547b25",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "b84bbfad",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "c9833cf5",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "3a6e6b09",
"metadata": {},
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},
{
"cell_type": "markdown",
"id": "3c83cf99",
"metadata": {},
"source": [
"# Turing's model of morphogenesis and spectral methods\n",
"\n",
"Reaction-diffusion equations are sets of partial differential equations describing interactions among multiple coupled fields. Each field's dynamical equation contains an interaction term with the other field, and a term describing diffusion of that field in space. Reaction diffusion equations appear in many contexts in physics, and they represent a protypical example of nonlinear partial differential equations where spatial effects give rise to unique bifurcations unobserved in similar ordinary differential equations.\n",
"\n",
"Here, we are going to visit one of the most elegant known applications of reaction-diffusion dynamics: pattern formation. In 1952, Alan Turing used systems of reaction-diffusion equations to propose [a model of morphogenesis](https://www.dna.caltech.edu/courses/cs191/paperscs191/turing.pdf)--the process by which cheetahs get their spots, or leaves develop their unique shapes. While biological systems often give the impression that every detail of the patterns on a zebra or the plumage of a parrot is precisely programmed by an elaborate genetic circuit, Turing's model suggests that two interacting chemical fields created early during the development of an organism can spontaneously produce surprisingly natural patterns, as long as natural selection has lead the governing parameters in the underlying equations to have just the right values.\n",
"\n",
"### The Gray-Scott model\n",
"\n",
"The simplest example of reaction-diffusion equations producing Turing patterns is the Gray-Scott model, which describes a synthesis reaction between two chemical species $U$ and $V$:\n",
"$$\n",
"U + 2 V \\rightarrow 3 V\n",
"$$\n",
"On a slower timescale, a second degradation reaction occurs in $V$\n",
"$$\n",
"V \\rightarrow P\n",
"$$\n",
"Where $P$ is an inert byproduct of the reaction. During an organism's development, the \"slow\" variable $V$ might represent a diffusing signalling molecule, while the fast reaction variable $U$ my represent the activity level of a gene activated by the molecule. \n",
"\n",
"If this reaction occurs across a spatial domain, then we can write two scalar fields, $u(\\mathbf{r}, t)$ and $v(\\mathbf{r}, t)$ describing the concentrations of the two chemical species across space.\n",
"$$\n",
"\\dot u = - u v^2 + b(1 - u) + D_u \\nabla^2 u\n",
"$$\n",
"$$\n",
"\\dot v = u v^2 - \\kappa v + D_v \\nabla^2 v\n",
"$$\n",
"where $D_u$ and $D_v$ indicate separate diffusivities for the two reagents, and $b$ and $\\kappa$ parametrize autocatalysis of $U$ and degradation of $V$, respectively. If $U$ and $V$ were two chemical species, then separate diffusivities might result from the two having very different molecular weights.\n",
"\n",
"### Spectral methods\n",
"\n",
"Turing patterns have interesting mathematical structure because they reach steady-state solutions with nontrivial spatial heterogeneity in $u(\\mathbf{r}), v(\\mathbf{r})$. This setting represents a perfect use case for a class of PDE solvers known as [spectral methods](http://faculty.washington.edu/rjl/classes/am590a2013/_static/Fourier-Spectral.pdf), which seek to solve spatial PDEs in spatial frequency space rather than real space\n",
"\n",
"The critical idea for spectral methods is to remember that the Fourier transform of the derivative of a function is proportional to a polynomial times the function in frequency space. Using the expanded notation for a Fourier transform $U(k) \\equiv \\mathcal{F}[u(x)](k)$, then $\\mathcal{F}[\\frac{\\partial}{\\partial x} u(x)](k) = i k U(k)$ and $\\mathcal{F}[\\frac{\\partial^2}{\\partial^2 x} u(x)](k) = - k^2 U(k)$. These identities give us a way to transform our Gray-Scott equations into a more favorable representation; first by taking the Fourier transform of both sides of our equations, and then exploiting the linear properties of the Fourier transform operator. We can write our Gray-Scott equations in frequency space as\n",
"$$\n",
"\\dot U = -\\mathcal{F}[u v^2 + b(1 - u)] - D_u k^2 U\n",
"$$\n",
"$$\n",
"\\dot V = \\mathcal{F}[u v^2 - \\kappa v] - D_v k^2 V\n",
"$$\n",
"Where we have used $U, V$ to denote the respective Fourier transforms of $u$ and $v$, $U \\equiv \\mathcal{F}[u], V \\equiv \\mathcal{F}[V]$. Hereafter, will use the condensed notation $\\mathcal{F}[u(x)](k) \\rightarrow \\mathcal{F}[u]$. Because we want to write these equations exclusively in terms of our frequency-space dynamical variables $U$ and $V$, we re-write these equations as,\n",
"$$\n",
"\\dot U = -\\mathcal{F}[\\mathcal{F^{-1}}[U] \\mathcal{F^{-1}}[V]^2 + b(1 - \\mathcal{F^{-1}}[U])] - D_u k^2 U\n",
"$$\n",
"$$\n",
"\\dot V = \\mathcal{F}[\\mathcal{F^{-1}}[U] \\mathcal{F^{-1}}[V]^2 - \\kappa \\mathcal{F^{-1}}[V]] - D_v k^2 V\n",
"$$\n",
"This is a bit of an ugly way to write things out, but it emphasizes the computational steps.\n",
"\n",
"In the Fourier domain, we've gotten rid of the pesky Laplace operator that slowed down our integration in our previous problem. The tradeoff is that the reaction term looks more difficult now. In order to numerically integrate this equation in $U, V$ space, we would need to constantly convert between real and frequency space every time we want to compute the reaction term. Another option would be to convert *back* to real space,\n",
"$$\n",
"\\dot u = - u v^2 + b(1 - u) - \\mathcal{F^{-1}}[D_u k^2 \\mathcal{F}[u]]\n",
"$$\n",
"$$\n",
"\\dot v = u v^2 - \\kappa v - \\mathcal{F^{-1}}[D_v k^2 \\mathcal{F}[v]]\n",
"$$\n",
"\n",
"We can see now the key idea behind spectral methods: at each timestep, we switch to whatever basis (real space or frequency space) that makes it easiest to evaluate the terms in our dynamical equations. If we're working primarily in Fourier space, then we need to perform an inverse Fourier transform to calculate the real-space fields $u, v$, calculate the reaction, and then convert back to Fourier space. If we are working in real space, we need to perform a Fourier transfom to get $U, V$, calculate the diffusion term, and then perform an inverse Fourier transform to convert back to real space. If we were just solving an isolated diffusion equation, we could stay exclusively in Fourier space (likewise, real space for a purely reaction term). Unfortunately, we usually won't get so lucky for many real-world PDEs.\n",
"\n",
"Why would performing two Fourier transforms per timestep possibly be worthwhile compared to using the discrete Laplace operator, as we did above? While performing two fast Fourier transforms per timestep clearly increases the runtime per timestep, the key advantage of spectral methods is that they are usually very stable for long simulations. We can therefore decrease our mesh size (the number of spatial points in our domain), and still get a solution with the same accuracy. So, while using spectral methods increases the runtime of a single iteration of the right hand side for a given mesh size, we get time back because we can evaluate on a much coarser domain---for example, we might be able to go from a $500 \\times 500$ domain to a $100 \\times 100$ domain without losing much accuracy. For this reason, spectral methods can become particularly favorable in problems with many spatial dimensions.\n",
"\n",
"\n",
"### To Do\n",
"\n",
"+ Implement the Gray-Scott equations in Python, using the spectral method and the method of lines. I've included the outline of my solution below, but feel free to structure your code differently. Use periodic boundary conditions here, because the Fourier transform requires them.\n",
"+ + Note that there are several possible ways to solve this problem: (1) exclusively in real-space (it's good practice not to use this approach here, since we already did it above for the Allen-Cahn model), (2) primarily in real-space, but switching to the Fourier domain and back within every call to the diffusion term, or (3) primarily working in the Fourier domain but switching back-and-forth to real space every time within the reaction term. If you opt for the last option, remember to convert your final solution back to real space.\n",
"+ + You will likely find the functions `np.fft.fft2()` and `np.fft.ifft2()` very useful here\n",
"+ Try varying the parameters $D_u$, $D_v$ and $\\beta$ in your equations. How do the solutions change? Do you have any intuition for why these changes might occur?\n",
"+ We mentioned that performing Fourier transforms at each timestep is more expensive per mesh point than computing the discrete Laplacian at each timestep. Can you give a more mathematical reason for this advantage, based on runtime scaling of Fourier transforms? How many fewer mesh points would we need to compensate?\n",
"+ Try playing around with the number of timepoints and the number of space points. When does the spectral method fail? How do these failures differ from the ones we saw with the real-space finite difference scheme we used for the Allen-Cahn equations?\n",
"+ Evolutionary biologists recently showed strong evidence that [the spacing of teeth-like denticles on sharks' skin](https://www.science.org/doi/10.1126/sciadv.aau5484?cookieSet=1) arises from a Turing mechanism. If we suppose that the denticles form via a Turing instability in Gray-Scott equations in early development, which parameter of the Gray-Scott equations would evolutionary forces most strongly act upon?\n",
"+ We assumed periodic boundary conditions, which makes this problem easier to implement. How do you expect our results would change, if we had Dirichlet boundary conditions?\n",
"\n",
"\n",
"### Additional information\n",
"\n",
"+ Our trick of switching the equations to the frequency might not seem that satisfying---we made the diffusion term easier to solve, but at the expense of having to round-trip the reaction term between real space and frequency space at every timestep. Deciding between real space and frequency space for a numerical integration problem is very context specific---here, we could guess that spectral methods are preferable because (1) periodic boundary conditions, (2) symmetry considerations, and (3) our simple reaction term. It turns out that, for many reaction-diffusion systems, there's a way to avoid converting the reaction term at each timestep, through [clever use of integrating factors.](https://arxiv.org/abs/1810.07431)\n",
"+ You likely noticed that we glazed over the issue of boundary condiions. Projecting the PDE onto a Fourier basis implicitly assumes that we are working on a toroidal domain (a donut, in the case of a 2D system). Spectral methods include many options beyond just Fourier transforms. For Dirichlet boundary conditions, we can use [Chebyshev polynomials](https://people.maths.ox.ac.uk/trefethen/8all.pdf) as our basis functions instead.\n",
"+ We saw that the Fourier domain was a natural setting for reaction-diffusion problems. Analytical tools for predicting Turing patterns confirm the appearance of patterns corresponds to an instability where one frequency component grows exponentially at the expense of all of the others---if we think of the system as a set of coupled ODEs repesenting different spatial frequencies, the instability corresponds to a solution where one variable diverges, while all the others go to zero. You can learn more about so-called diffusion-driven instabilities in the classic text for understanding Turing patterns is \n",
"[Murray Mathematical biology](http://pcleon.if.ufrgs.br/pub/listas-sistdin/MurrayI.pdf) (See Chapter 2).\n",
"+ Turing's work is particularly elegant because, as a trained computer scientist, he did not have extensive biological background---he simply thought about the problem very clearly and proposed a clean minimal model consistent with observations. The generality of Turing's model for arbitrary biological systems remains a topic of research, but the reaction-diffusion model has been experimentally-tested and even directly manipulated in certain systems---including [angelfish patterns](https://www.nature.com/articles/376765a0), [shark skins](https://www.science.org/doi/10.1126/sciadv.aau5484?cookieSet=1), [bird feathers](https://www.sciencedirect.com/science/article/abs/pii/S0092867422004706), and [lizard skins](https://www.nature.com/articles/nature22031).\n",
"+ Some authors describe equations like the Allen-Cahn system as one-component reaction diffusion equations, but in my view these are basically just diffusion equations with forcing. These normally don't exhibit the kinds of intriguing spatial dynamics we explore here. However, depending on their parameters, single-component diffusion-like equations can product travelling, soliton-like fronts, which have been used to describe everything from epidemic spread, to propogation of beneficial genetic mutations, to \n",
"+ [Dedalus](https://dedalus-project.org/) is an excellent new Python library for solving PDEs with spectral methods. The earlier MATLAB library [chebfun](https://www.chebfun.org/) has slightly lighter syntax, and now supports other languages, including Python.\n",
"\n",
"+ A longer version of this assignment in the future might include code to compare runtime scaling for different meshes and timesteps, for both spectral and finite-difference methods. It might also include a demo calculating the analytical bifurcation threshold for GS equations, compared to when the numerics show bifurcation. The two should agree when the mesh is sufficiently fine.\n"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "e0a277fc",
"metadata": {},
"outputs": [],
"source": [
"from scipy.integrate import solve_ivp\n",
"\n",
"class GrayScott:\n",
" \"\"\"\n",
" Simulate the two-dimensional Gray-Scott model\n",
"\n",
" Parameters\n",
" nx (int): number of grid points in the x direction\n",
" ny (int): number of grid points in the y direction\n",
" Lx (float): length of the domain in the x direction\n",
" Ly (float): length of the domain in the y direction\n",
" du (float): diffusion coefficient for u\n",
" dv (float): diffusion coefficient for v\n",
" kappa (float): degradation rate of v\n",
" b (float): growth rate of u\n",
"\n",
" \"\"\"\n",
"\n",
" def __init__(self, nx, ny, du=0.1, dv=0.05, b=0.0545, kappa=0.1165, Lx=1.0, Ly=1.0):\n",
" self.nx, self.ny = nx, ny\n",
" self.dx = Lx / nx\n",
" self.dy = Ly / ny\n",
" self.du, self.dv = du, dv\n",
" self.kappa = kappa\n",
" self.b = b\n",
" \n",
" ## We need to define a mesh for the frequency domain\n",
" kx = (2 * np.pi / Lx) * np.hstack([np.arange(nx / 2 + 1), np.arange(1 - nx / 2, 0)]) / nx\n",
" ky = (2 * np.pi / Ly) * np.hstack([np.arange(ny / 2 + 1), np.arange(1 - ny / 2, 0)]) / ny\n",
" self.kx, self.ky = kx, ky\n",
" kxx, kyy = np.meshgrid(kx, ky)\n",
"\n",
" ksq = kxx**2 + kyy**2\n",
" self.ksq = ksq\n",
"\n",
" \n",
" def _reaction(self, y):\n",
" \"\"\"\n",
" Compute the reaction term in real space\n",
"\n",
" Args:\n",
" y (np.ndarray): array of shape (2 * nx * ny, ) containing the two fields\n",
" u and v, stacked together\n",
" \"\"\"\n",
" ########################################################################\n",
" #\n",
" # Your code here. If you are performing the reaction in real space, this is\n",
" # relatively straightforward. If you are performing the reaction in Fourier\n",
" # space, you will need to perform an inverse Fourier transform\n",
" #\n",
" ########################################################################\n",
" raise NotImplementedError\n",
"\n",
"\n",
"\n",
" def _laplace(self, y):\n",
" \"\"\"\n",
" Calculate the Laplacian in Fourier space\n",
" \"\"\"\n",
" ########################################################################\n",
" #\n",
" # Your code here.\n",
" #\n",
" ########################################################################\n",
" raise NotImplementedError\n",
"\n",
"\n",
" def _diffusion(self, y):\n",
" \"\"\"\n",
" Calculate the diffusion term in Fourier space\n",
"\n",
" Args:\n",
" y (np.ndarray): array of shape (2 * nx * ny, ) containing the two fields\n",
" u and v, stacked together\n",
" \"\"\"\n",
" ########################################################################\n",
" #\n",
" # Your code here. I split the Laplace operator into its own function\n",
" #\n",
" ########################################################################\n",
" raise NotImplementedError\n",
"\n",
"\n",
"\n",
" def rhs(self, t, y):\n",
" \"\"\"\n",
" For technical reasons, this function needs to take a one-dimensional vector, \n",
" and so we have to reshape the vector back into the mesh\n",
" \"\"\"\n",
" ########################################################################\n",
" #\n",
" # Your code here. This mainly calls other functions, in my implementation\n",
" #\n",
" ########################################################################\n",
" raise NotImplementedError\n",
"\n",
"\n",
" def solve(self, y0, t_min, t_max, nt, **kwargs):\n",
" \"\"\"\n",
" Solve the heat equation using the solve_ivp solver\n",
"\n",
" Args:\n",
" y0 (np.ndarray): initial condition\n",
" t_min (float): minimum time\n",
" t_max (float): maximum time\n",
" nt (int): number of time steps\n",
" **kwargs: keyword arguments to pass to solve_ivp\n",
"\n",
" \"\"\"\n",
" ########################################################################\n",
" #\n",
" # Your code here. I recommend using the solve_ivp solver, along with judicious\n",
" # use of np.reshape operation and np.hstack, because solve_ivp expects a\n",
" # one-dimensional vector as input\n",
" #\n",
" ########################################################################\n",
" raise NotImplementedError\n",
" \n",
"\n",
"\n",
"\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "ba82580e",
"metadata": {},
"source": [
"### Test and use your code\n",
"\n",
"You don't need to write any code below, these cells are just to confirm that everything is working and to play with your implementation"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "557bb5b9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Imaginary residual is: 0.0\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x13f9ca380>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 600x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Import William's solution\n",
"from solutions.grayscott import GrayScott\n",
"\n",
"## Create initial conditions\n",
"np.random.seed(0)\n",
"u_ic = 0.5 + 1.5 * np.random.random((100, 100))\n",
"v_ic = 1 - np.copy(u_ic)\n",
"\n",
"## Run simulation\n",
"model = GrayScott(*u_ic.shape)\n",
"tpts, sol = model.solve([u_ic, v_ic], 0, 5000, 500)\n",
"\n",
"## Check that our spectral code is working: the imaginary residual should be small\n",
"print(f\"Imaginary residual is: {np.mean(np.abs(np.imag(np.array(sol))))}\")\n",
"sol = np.real(sol)\n",
"\n",
"plt.figure(figsize=(6, 6))\n",
"plt.imshow(sol[-1, ..., 1])"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "5acf5463",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b8be85c49e2248729bc830b2a12313aa",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"interactive(children=(IntSlider(value=0, description='i', layout=Layout(width='500px'), max=499), Output()), _…"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": [
"<function __main__.plotter(i)>"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"## Create an interactive plot using ipywidgets\n",
"\n",
"from ipywidgets import interact, interactive, fixed, interact_manual, Layout\n",
"import ipywidgets as widgets\n",
"\n",
"def plotter(i):\n",
" fig = plt.figure(figsize=(10, 10))\n",
" plt.imshow(sol[i, ..., 1])\n",
" plt.show()\n",
"\n",
"\n",
"\n",
"interact(\n",
" plotter, \n",
" i=widgets.IntSlider(0, 0, len(sol) - 1, 1, layout=Layout(width='500px'))\n",
")"
]
},
{
"cell_type": "markdown",
"id": "2e745d9a",
"metadata": {},
"source": [
"#### Extras\n",
"\n",
"William's code to run a parameter sweep and create a video of the changing solution as a function of the initial conditions."
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5550d367",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n",
"50\n",
"100\n",
"150\n",
"200\n",
"250\n",
"300\n",
"350\n",
"400\n",
"450\n"
]
}
],
"source": [
"## Quasi-static parameter sweep\n",
"# \n",
"# Compute the steady state solution for a range of parameters, and pass the solution\n",
"# to the solver as the initial condition for the next parameter value\n",
"\n",
"du_vals = np.linspace(0.08, 0.5, 500)\n",
"\n",
"model = GrayScott(*u_ic.shape, du=du_vals[0])\n",
"tpts, sol = model.solve([u_ic, v_ic], 0, 5000, 500)\n",
"all_u, all_v = [np.copy(sol[-1, ..., 0])], [np.copy(sol[-1, ..., 1])]\n",
"\n",
"for i, du in enumerate(du_vals[1:]):\n",
" if i % 50 == 0: print(i, flush=True)\n",
" model = GrayScott(*u_ic.shape, du=du)\n",
" tpts, sol = model.solve([all_u[-1], all_v[-1]], 0, 100, 10)\n",
" all_u.append(sol[-1, ..., 0])\n",
" all_v.append(sol[-1, ..., 1])\n",
"all_v = np.array(all_v)\n",
"all_u = np.array(all_u)\n"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e329a32f",
"metadata": {},
"outputs": [],
"source": [
"vfield2 = np.copy(all_v)\n",
"vmin = np.percentile(vfield2, 1)\n",
"vmax = np.percentile(vfield2, 95)\n",
"\n",
"for i in range(len(vfield2) - 1):\n",
" \n",
" \n",
" out_path = \"private_dump/turing/frame\" + str(i).zfill(4) + \".png\"\n",
"\n",
" plt.figure()\n",
" #plt.imshow(vfield2[i], vmin=vmin, vmax=vmax)\n",
" plt.imshow(vfield2[i]) # autoscale brightness\n",
"\n",
" ax = plt.gca()\n",
" ax.set_axis_off()\n",
" ax.xaxis.set_major_locator(plt.NullLocator())\n",
" ax.yaxis.set_major_locator(plt.NullLocator())\n",
" ax.set_aspect(1, adjustable='box')\n",
"\n",
" plt.savefig(out_path, bbox_inches='tight', pad_inches=0.0, dpi=300)\n",
" plt.close()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "32a11bb3-27bc-4150-81ba-ce76bd730521",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "aa027f6a-5ecd-4a3f-9a4b-7d5ae7cc0345",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "169637b0-6a6e-4e14-852a-d6115f698300",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.10.4 ('shrec')",
"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",
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"vscode": {
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"nbformat": 4,
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