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


1 Answer 1


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.

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Not the answer you're looking for? Browse other questions tagged or ask your own question.