I want to convert ANN code to PINN

Dear all

I am using ANN to predict single output using multiple inputs parameters. Becasue of limitation of data point I want to use PINN . can you help me how to do it? like how to use lose function and physical equations in ANN script to convert it into PINN.

Answer 1

[Rohit Kulkarni]

Hi Asif,

In my understanding you want to solve a partial differential equation using Physics Informed Neural Networks (PINNs), I suggest checking out the guide on solving Burger's Equation with PINNs available on MathWorks site:

https://www.mathworks.com/help/deeplearning/ug/solve-partial-differential-equations-using-deep-learning.html

It’s a practical example that should help clarify the process.

Hope this helps!

Thanks