Numerical Methods & Scientific Computing

1-D Advection Equation Solver

Transport a pulse around a periodic one-dimensional domain with the linear advection equation. The solver chooses the upwind direction from the sign of velocity and plots how numerical diffusion changes the profile.

Finite-difference PDE workbench

1-D Linear Advection

Domain is normalized to 0 ≤ x ≤ 1 unless the 2-D Laplace solver is selected.

How this tool works

For v>0, first-order upwind uses uᵢⁿ⁺¹=uᵢⁿ−C(uᵢⁿ−uᵢ₋₁ⁿ), with C=vΔt/Δx and periodic indexing. A common stability condition is |C|≤1.

Example

Use a narrow Gaussian pulse at v=1. Over time the pulse moves to the right and gradually broadens because first-order upwind is numerically diffusive.

Common questions

Why does the pulse smear even when the CFL condition passes?

The first-order upwind method is stable but dissipative. Numerical diffusion broadens sharp gradients unless the grid is refined or a higher-order scheme is used.

What happens for negative velocity?

The solver reverses the upwind direction so information is taken from the physically upstream side.