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Difficulty Training the Cahn-Hilliard Equation with JAXPI #23

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@Hamza-Kamil

Dear JAXPI Team,

I am currently using the JAXPI library to solve the Cahn-Hilliard equation, a fourth-order spatial partial differential equation, as part of my research. While implementing and training the model, I have encountered challenges that are hindering the convergence and performance of the solution.

I would greatly appreciate any tips or suggestions that could help improve the training process for this equation.

Thank you for your time!

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