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Fix grammatical error in tutorial description #708

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FilippoOlivo merged 1 commit into from
Nov 19, 2025
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Fix grammatical error in tutorial description #708

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2 changes: 1 addition & 1 deletion tutorials/tutorial9/tutorial.ipynb
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Expand Up @@ -8,7 +8,7 @@
"\n",
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial9/tutorial.ipynb)\n",
"\n",
"This tutorial demonstrates how to solve a one-dimensional Helmholtz equation with periodic boundary conditions (PBC) using Physics-Informed Neural Networks (PINNs). \n",
"This tutorial demonstrate how to solve a one-dimensional Helmholtz equation with periodic boundary conditions (PBC) using Physics-Informed Neural Networks (PINNs). \n",
"We will use standard PINN training, augmented with a periodic input expansion as introduced in [*An Expert’s Guide to Training Physics-Informed Neural Networks*](https://arxiv.org/abs/2308.08468).\n",
"\n",
"Let's start with some useful imports:\n"
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