A physics-informed neural network trained on a rarefied gas flow produces weights that look Gaussian and random, showing no obvious internal imprint of the Boltzmann equation it was trained to reproduce.
However, there is a subtler problem
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Is the end of Insight in Sight ?
A physics-informed neural network trained on a rarefied gas flow produces weights that look Gaussian and random, showing no obvious internal imprint of the Boltzmann equation it was trained to reproduce.