{ "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", " # get the data\n", " !mkdir \"data\"\n", " !wget \"https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS.mat\" -O \"data/Data_KS.mat\"\n", " !wget \"https://github.com/mathLab/PINA/raw/refs/heads/master/tutorials/tutorial10/data/Data_KS2.mat\" -O \"data/Data_KS2.mat\"\n", "\n", "import torch\n", "import matplotlib.pyplot as plt\n", "plt.style.use('tableau-colorblind10')\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.solver 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(\"data/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": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "GPU available: False, used: False\n", "TPU available: False, using: 0 TPU cores\n", "HPU available: False, using: 0 HPUs\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 39: 100%|██████████| 14/14 [00:01<00:00, 9.30it/s, v_num=2, data_loss=0.170, val_loss=0.153, train_loss=0.170]" ] }, { "name": "stderr", "output_type": "stream", "text": [ "`Trainer.fit` stopped: `max_epochs=40` reached.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 39: 100%|██████████| 14/14 [00:01<00:00, 9.24it/s, v_num=2, data_loss=0.170, val_loss=0.153, train_loss=0.170]\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)\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": 6, "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": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Training error: 0.163\n", "Testing error: 0.156\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": "Python 3", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 2 }