{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: Averaging Neural Operator for solving Kuramoto Sivashinsky equation\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial10/tutorial.ipynb)\n", "\n", "In this tutorial we will build a Neural Operator using the\n", "`AveragingNeuralOperator` model and the `SupervisedSolver`. At the end of the\n", "tutorial you will be able to train a Neural Operator for learning\n", "the operator of time dependent PDEs.\n", "\n", "\n", "First of all, some useful imports. Note we use `scipy` for i/o operations.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "## routine needed to run the notebook on Google Colab\n", "try:\n", " import google.colab\n", " IN_COLAB = True\n", "except:\n", " IN_COLAB = False\n", "if IN_COLAB:\n", " !pip install \"pina-mathlab\"\n", "\n", "import torch\n", "import matplotlib.pyplot as plt\n", "from scipy import io\n", "from pina import Condition, LabelTensor\n", "from pina.problem import AbstractProblem\n", "from pina.model import AveragingNeuralOperator\n", "from pina.solvers import SupervisedSolver\n", "from pina.trainer import Trainer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data Generation\n", "\n", "We will focus on solving a specific PDE, the **Kuramoto Sivashinsky** (KS) equation.\n", "The KS PDE is a fourth-order nonlinear PDE with the following form:\n", "\n", "$$\n", "\\frac{\\partial u}{\\partial t}(x,t) = -u(x,t)\\frac{\\partial u}{\\partial x}(x,t)- \\frac{\\partial^{4}u}{\\partial x^{4}}(x,t) - \\frac{\\partial^{2}u}{\\partial x^{2}}(x,t).\n", "$$\n", "\n", "In the above $x\\in \\Omega=[0, 64]$ represents a spatial location, $t\\in\\mathbb{T}=[0,50]$ the time and $u(x, t)$ is the value of the function $u:\\Omega \\times\\mathbb{T}\\in\\mathbb{R}$. We indicate with $\\mathbb{U}$ a suitable space for $u$, i.e. we have that the solution $u\\in\\mathbb{U}$.\n", "\n", "\n", "We impose Dirichlet boundary conditions on the derivative of $u$ on the border of the domain $\\partial \\Omega$\n", "$$\n", "\\frac{\\partial u}{\\partial x}(x,t)=0 \\quad \\forall (x,t)\\in \\partial \\Omega\\times\\mathbb{T}.\n", " $$\n", "\n", "Initial conditions are sampled from a distribution over truncated Fourier series with random coefficients \n", "$\\{A_k, \\ell_k, \\phi_k\\}_k$ as\n", "$$\n", " u(x,0) = \\sum_{k=1}^N A_k \\sin(2 \\pi \\ell_k x / L + \\phi_k) \\ ,\n", "$$\n", "\n", "where $A_k \\in [-0.4, -0.3]$, $\\ell_k = 2$, $\\phi_k = 2\\pi \\quad \\forall k=1,\\dots,N$. \n", "\n", "\n", "We have already generated some data for differenti initial conditions, and our objective will\n", "be to build a Neural Operator that, given $u(x, t)$ will output $u(x, t+\\delta)$, where\n", "$\\delta$ is a fixed time step. We will come back on the Neural Operator architecture, for now\n", "we first need to import the data.\n", "\n", "**Note:**\n", "*The numerical integration is obtained by using pseudospectral method for spatial derivative discratization and\n", "implicit Runge Kutta 5 for temporal dynamics.*\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data Loaded\n", " shape initial condition: torch.Size([100, 12800, 3])\n", " shape solution: torch.Size([100, 12800, 1])\n" ] } ], "source": [ "# load data\n", "data=io.loadmat(\"dat/Data_KS.mat\")\n", "\n", "# converting to label tensor\n", "initial_cond_train = LabelTensor(torch.tensor(data['initial_cond_train'], dtype=torch.float), ['t','x','u0'])\n", "initial_cond_test = LabelTensor(torch.tensor(data['initial_cond_test'], dtype=torch.float), ['t','x','u0'])\n", "sol_train = LabelTensor(torch.tensor(data['sol_train'], dtype=torch.float), ['u'])\n", "sol_test = LabelTensor(torch.tensor(data['sol_test'], dtype=torch.float), ['u'])\n", "\n", "print('Data Loaded')\n", "print(f' shape initial condition: {initial_cond_train.shape}')\n", "print(f' shape solution: {sol_train.shape}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data are saved in the form `B \\times N \\times D`, where `B` is the batch_size\n", "(basically how many initial conditions we sample), `N` the number of points in the mesh\n", "(which is the product of the discretization in `x` timese the one in `t`), and \n", "`D` the dimension of the problem (in this case we have three variables `[u, t, x]`).\n", "\n", "We are now going to plot some trajectories!" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# helper function\n", "def plot_trajectory(coords, real, no_sol=None):\n", " # find the x-t shapes\n", " dim_x = len(torch.unique(coords.extract('x')))\n", " dim_t = len(torch.unique(coords.extract('t')))\n", " # if we don't have the Neural Operator solution we simply plot the real one\n", " if no_sol is None:\n", " fig, axs = plt.subplots(1, 1, figsize=(15, 5), sharex=True, sharey=True)\n", " c = axs.imshow(real.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n", " axs.set_title('Real solution')\n", " fig.colorbar(c, ax=axs)\n", " axs.set_xlabel('t')\n", " axs.set_ylabel('x')\n", " # otherwise we plot the real one, the Neural Operator one, and their difference\n", " else:\n", " fig, axs = plt.subplots(1, 3, figsize=(15, 5), sharex=True, sharey=True)\n", " axs[0].imshow(real.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n", " axs[0].set_title('Real solution')\n", " axs[1].imshow(no_sol.reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n", " axs[1].set_title('NO solution')\n", " c = axs[2].imshow((real - no_sol).abs().reshape(dim_t, dim_x).T.detach(),extent=[0, 50, 0, 64], cmap='PuOr_r', aspect='auto')\n", " axs[2].set_title('Absolute difference')\n", " fig.colorbar(c, ax=axs.ravel().tolist())\n", " for ax in axs:\n", " ax.set_xlabel('t')\n", " ax.set_ylabel('x')\n", " plt.show()\n", "\n", "# a sample trajectory (we use the sample 5, feel free to change)\n", "sample_number = 20\n", "plot_trajectory(coords=initial_cond_train[sample_number].extract(['x', 't']),\n", " real=sol_train[sample_number].extract('u'))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see, as the time progresses the solution becomes chaotic, which makes\n", "it really hard to learn! We will now focus on building a Neural Operator using the\n", "`SupervisedSolver` class to tackle the problem.\n", "\n", "## Averaging Neural Operator\n", "\n", "We will build a neural operator $\\texttt{NO}$ which takes the solution at time $t=0$ for any $x\\in\\Omega$,\n", "the time $(t)$ at which we want to compute the solution, and gives back the solution to the KS equation $u(x, t)$, mathematically:\n", "$$\n", "\\texttt{NO}_\\theta : \\mathbb{U} \\rightarrow \\mathbb{U},\n", "$$\n", "such that\n", "$$\n", "\\texttt{NO}_\\theta[u(t=0)](x, t) \\rightarrow u(x, t).\n", "$$\n", "\n", "There are many ways on approximating the following operator, e.g. by 2D [FNO](https://mathlab.github.io/PINA/_rst/models/fno.html) (for regular meshes),\n", "a [DeepOnet](https://mathlab.github.io/PINA/_rst/models/deeponet.html), [Continuous Convolutional Neural Operator](https://mathlab.github.io/PINA/_rst/layers/convolution.html),\n", "[MIONet](https://mathlab.github.io/PINA/_rst/models/mionet.html). \n", "In this tutorial we will use the *Averaging Neural Operator* presented in [*The Nonlocal Neural Operator: Universal Approximation*](https://arxiv.org/abs/2304.13221)\n", "which is a [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/models/base_no.html) with integral kernel:\n", "\n", "$$\n", "K(v) = \\sigma\\left(Wv(x) + b + \\frac{1}{|\\Omega|}\\int_\\Omega v(y)dy\\right)\n", "$$\n", "\n", "where:\n", "\n", "* $v(x)\\in\\mathbb{R}^{\\rm{emb}}$ is the update for a function $v$ with $\\mathbb{R}^{\\rm{emb}}$ the embedding (hidden) size\n", "* $\\sigma$ is a non-linear activation\n", "* $W\\in\\mathbb{R}^{\\rm{emb}\\times\\rm{emb}}$ is a tunable matrix.\n", "* $b\\in\\mathbb{R}^{\\rm{emb}}$ is a tunable bias.\n", "\n", "If PINA many Kernel Neural Operators are already implemented, and the modular componets of the [Kernel Neural Operator](https://mathlab.github.io/PINA/_rst/models/base_no.html) class permits to create new ones by composing base kernel layers.\n", "\n", "**Note:*** We will use the already built class* `AveragingNeuralOperator`, *as constructive excercise try to use the* [KernelNeuralOperator](https://mathlab.github.io/PINA/_rst/models/base_no.html) *class for building a kernel neural operator from scratch. You might employ the different layers that we have in pina, e.g.* [FeedForward](https://mathlab.github.io/PINA/_rst/models/fnn.html), *and* [AveragingNeuralOperator](https://mathlab.github.io/PINA/_rst/layers/avno_layer.html) *layers*." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "class SIREN(torch.nn.Module):\n", " def forward(self, x):\n", " return torch.sin(x)\n", " \n", "embedding_dimesion = 40 # hyperparameter embedding dimension\n", "input_dimension = 3 # ['u', 'x', 't']\n", "number_of_coordinates = 2 # ['x', 't']\n", "lifting_net = torch.nn.Linear(input_dimension, embedding_dimesion) # simple linear layers for lifting and projecting nets\n", "projecting_net = torch.nn.Linear(embedding_dimesion + number_of_coordinates, 1)\n", "model = AveragingNeuralOperator(lifting_net=lifting_net,\n", " projecting_net=projecting_net,\n", " coordinates_indices=['x', 't'],\n", " field_indices=['u0'],\n", " n_layers=4,\n", " func=SIREN\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Super easy! Notice that we use the `SIREN` activation function, more on [Implicit Neural Representations with Periodic Activation Functions](https://arxiv.org/abs/2006.09661).\n", "\n", "## Solving the KS problem\n", "\n", "We will now focus on solving the KS equation using the `SupervisedSolver` class\n", "and the `AveragingNeuralOperator` model. As done in the [FNO tutorial](https://github.com/mathLab/PINA/blob/master/tutorials/tutorial5/tutorial.ipynb) we now create the `NeuralOperatorProblem` class with `AbstractProblem`." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: True (mps), used: False\n", "TPU available: False, using: 0 TPU cores\n", "IPU available: False, using: 0 IPUs\n", "HPU available: False, using: 0 HPUs\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 39: 100%|██████████| 20/20 [00:01<00:00, 13.59it/s, v_num=3, mean_loss=0.118]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "`Trainer.fit` stopped: `max_epochs=40` reached.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 39: 100%|██████████| 20/20 [00:01<00:00, 13.56it/s, v_num=3, mean_loss=0.118]\n" ] } ], "source": [ "# expected running time ~ 1 minute\n", "\n", "class NeuralOperatorProblem(AbstractProblem):\n", " input_variables = initial_cond_train.labels\n", " output_variables = sol_train.labels\n", " conditions = {'data' : Condition(input_points=initial_cond_train, \n", " output_points=sol_train)}\n", "\n", "\n", "# initialize problem\n", "problem = NeuralOperatorProblem()\n", "# initialize solver\n", "solver = SupervisedSolver(problem=problem, model=model,optimizer_kwargs={\"lr\":0.001})\n", "# train, only CPU and avoid model summary at beginning of training (optional)\n", "trainer = Trainer(solver=solver, max_epochs=40, accelerator='cpu', enable_model_summary=False, log_every_n_steps=-1, batch_size=5) # we train on CPU and avoid model summary at beginning of training (optional)\n", "trainer.train()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now see some plots for the solutions" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sample_number = 2\n", "no_sol = solver(initial_cond_test)\n", "plot_trajectory(coords=initial_cond_test[sample_number].extract(['x', 't']),\n", " real=sol_test[sample_number].extract('u'),\n", " no_sol=no_sol[5])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we can see we can obtain nice result considering the small trainint time and the difficulty of the problem!\n", "Let's see how the training and testing error:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Training error: 0.128\n", "Testing error: 0.119\n" ] } ], "source": [ "from pina.loss import PowerLoss\n", "\n", "error_metric = PowerLoss(p=2) # we use the MSE loss\n", "\n", "with torch.no_grad():\n", " no_sol_train = solver(initial_cond_train)\n", " err_train = error_metric(sol_train.extract('u'), no_sol_train).mean() # we average the error over trajectories\n", " no_sol_test = solver(initial_cond_test)\n", " err_test = error_metric(sol_test.extract('u'),no_sol_test).mean() # we average the error over trajectories\n", " print(f'Training error: {float(err_train):.3f}')\n", " print(f'Testing error: {float(err_test):.3f}')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "as we can see the error is pretty small, which agrees with what we can see from the previous plots." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What's next?\n", "\n", "Now you know how to solve a time dependent neural operator problem in **PINA**! There are multiple directions you can go now:\n", "\n", "1. Train the network for longer or with different layer sizes and assert the finaly accuracy\n", "\n", "2. We left a more challenging dataset [Data_KS2.mat](dat/Data_KS2.mat) where $A_k \\in [-0.5, 0.5]$, $\\ell_k \\in [1, 2, 3]$, $\\phi_k \\in [0, 2\\pi]$ for loger training\n", "\n", "3. Compare the performance between the different neural operators (you can even try to implement your favourite one!)" ] } ], "metadata": { "kernelspec": { "display_name": "pina", "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": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 2 }