Dear All, Anyone who is using feed forward Neural Network for solving Partial differential equations in tensorflow. Then, please share some ideas, algorithm and codes. Thanks

Hi Sumant, I can recommend taking a look at this (quite old) article: https://arxiv.org/pdf/physics/9705023.pdfIt 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