How to read the Laplacian

The Laplacian combines second derivatives along each selected axis. In Cartesian variables it looks like abla2f=fxx+fyy+fzzabla^2 f = f_{xx} + f_{yy} + f_{zz} for a three-variable scalar field.

Each second derivative measures curvature in one direction. Positive curvature contributes bowl-like behavior, negative curvature contributes saddle-like behavior, and zero means no second-order bending in that direction.

The calculator keeps those curvature channels separate so you can see how the final operator is built, not just the final symbolic answer.

Use cases

  • Checking multivariable calculus homework involving scalar fields.
  • Studying harmonic functions where abla2f=0abla^2 f = 0.
  • Inspecting curvature terms before moving on to PDEs, diffusion models, or potential theory.