Using Nvidia Modulus for Non-PDE Equation

Hello everyone,

I’m new to this field and seeking help to solve a problem. I am working on a project involving a non-PDE equation with multiple unknown parameters.

My goal is to use a neural network to approximate the values of the unknown parameters in this equation and using it as Constraint. I would like to know if I can effectively use it for this specific purpose.
Additionally, if there are alternatives or recommended approaches that might be more suitable for my case, I would appreciate any suggestions.
Thank you very much in advance for any help or insights you can provide!

Filippo Ambrosi