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PINA/tutorials/tutorial10/tutorial.ipynb
2025-03-19 17:48:24 +01:00

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{
"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",
"\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": {
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",
"text/plain": [
"<Figure size 1500x500 with 2 Axes>"
]
},
"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, 10.13it/s, v_num=3, data_loss=0.072, val_loss=0.0862, train_loss=0.072] "
]
},
{
"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, 10.08it/s, v_num=3, data_loss=0.072, val_loss=0.0862, train_loss=0.072]\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=initial_cond_train, \n",
" target=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": [
"<Figure size 1500x500 with 4 Axes>"
]
},
"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: 0.075\n",
"Testing error: 0.062\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
}