Colab tutorials (#367)

* Colab Button & Run added
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Giuseppe Alessio D'Inverno
2024-10-22 15:47:33 +02:00
committed by GitHub
parent 6a4febb33a
commit 78ed2a67a2
39 changed files with 526 additions and 52 deletions

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# # Tutorial: Two dimensional Poisson problem using Extra Features Learning
#
# [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial2/tutorial.ipynb)
#
# This tutorial presents how to solve with Physics-Informed Neural Networks (PINNs) a 2D Poisson problem with Dirichlet boundary conditions. We will train with standard PINN's training, and with extrafeatures. For more insights on extrafeature learning please read [*An extended physics informed neural network for preliminary analysis of parametric optimal control problems*](https://www.sciencedirect.com/science/article/abs/pii/S0898122123002018).
#
# First of all, some useful imports.
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# In[1]:
## routine needed to run the notebook on Google Colab
try:
import google.colab
IN_COLAB = True
except:
IN_COLAB = False
if IN_COLAB:
get_ipython().system('pip install "pina-mathlab"')
import torch
from torch.nn import Softplus