Solving Partial differential Equations using Neural Network

Hi Sumant, I can recommend taking a look at this (quite old) article: https://arxiv.org/pdf/physics/9705023.pdf
It should cover the theoretical background for the task. For a more practical perspective on using TensorFlow for solving PDEs, take a look at this tutorial:
https://data-flair.training/blogs/tensorflow-pde/ Hope these resources were helpful! Best,
Iskren

Hello Iskren,  The tutorial link and research paper are given by you really helpful. I would ask further help required while understanding and coding point of view.   Thanks

Hello Iskren,     I have solved the PDE using tensorflow successfully. But, for now I am stuck at solving the coupled equation using the tensorflow with the algorithm mentioned in the https://arxiv.org/pdf/physics/9705023.pdf   . Could you please take a look on my code and suggest the needful improvement in the code.   Thanks      

Hi Sumant,

Glad to hear you managed to solve the PDE!

I can try taking a look for you if you would send me your code so far (maybe also include the working PDE solver example as reference).

Cheers,
Iskren

Hi Sumant,

I have also encountered problems in writing a neural network to solve coupled differential equations, have you solved your problem regarding this area? If so, can I refer to your code? Please forgive me if I offend!

Thanks