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Use normalisation from paper and add PyTorch notebook example#9

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nikolasborrel merged 3 commits intomainfrom
nikolasborrel_notebook_examples
Nov 6, 2025
Merged

Use normalisation from paper and add PyTorch notebook example#9
nikolasborrel merged 3 commits intomainfrom
nikolasborrel_notebook_examples

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  • The convergence is very dependent on the data scaling and corresponding hyperparameters, so we are again using the (-2, 2) data scaling for the branch net
  • Created a notebook that should give a good introduction to DeepONets and in particular the implementation of the wave propagation. Plotting methods done for 2D data.

@nikolasborrel nikolasborrel merged commit bbc0889 into main Nov 6, 2025
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@nikolasborrel nikolasborrel deleted the nikolasborrel_notebook_examples branch November 7, 2025 14:05
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