/PINN-project-special-topics-in-CSE

Code for the project on physics informed neural networks for the course special topics in computational science and engineering.

Primary LanguageJupyter NotebookMIT LicenseMIT

PINN project special topics in CSE

About

This repository contains the implementations of Physics informed neural networks in TensorFlow, a technique for approximating the solution to a differential equation in the form of a neural network.

Contents

These are the contents of this repository:

  • The notebook Warm-up PINNs v2.ipynb contains a PNN implementation of a steady-state linear equation on a square,
  • The