This project implements finite difference methods to solve Poisson's equation in 1D and 2D domains, with a focus on heat distribution problems. FiniteDifference/ ├── README.md # Project documentation ...

Physics informed neural network (PINN) for the 1D Heat equation This module implements the Physics Informed Neural Network (PINN) model for the 1D Heat equation. The Heat equation is given by (d/dt - ...

We examine a heat problem in 1D. Assume that a rod with given temperature distribution u_0(x) is cooled to temperature 0 on the exteriors at 0 and pi. Assume that u(x,t) for the Temperature at point x ...