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Is there any good PINN package or algorithm for hyperparameter tuning to accelerate convergence?

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Here are some PINN implementations/packages that might be useful for you:

  • NVIDIA Modulus (previously: SimNet)
  • DeepXDE from Lu Lu, George Em Karniadakis et al.
  • JAX-PI from Sifan Wang, Paris Perdikaris et al.
  • PINA from Gianluigi Rozza et al.
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