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lululxvi / deepxde

A library for scientific machine learning and physics-informed learning
https://deepxde.readthedocs.io
GNU Lesser General Public License v2.1
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Hyperbolic PDEs #393

Closed rruizdeaustri closed 2 years ago

rruizdeaustri commented 2 years ago

Hi Lu,

I was able to solve the issues I had to run deepdxe. Now I'm trying to use it for reproducing the results of paper: "Implicit Form Neural Network for Learning Scalar Hyperbolic Conservation Laws" by X. Zhang et al. where the authors use a different definition of the loss function part related with the residuals compared with PINNs. So my question is whether is possible to modify the loss function in deepdxe in a easy way (ie. without modifying the code).

Thanks !!!

lululxvi commented 2 years ago

You can. You just use a modified PDE.