Laplace operator - Wikipedia
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Abstraction: Second-order differential operator divergence of gradient
Key points:
- The Laplacian Δf is defined as the divergence of the gradient; in Cartesian coordinates it equals the sum of all unmixed second partial derivatives.
- Δf(p) measures how much the average value of f over small spheres centered at p deviates from f(p); solutions to Δf = 0 are called harmonic functions.
- Appears in Poisson's equation (electrostatics/gravity), diffusion equation (heat/fluid), wave equation, and Schrödinger equation.
- Fourier transform diagonalizes the Laplacian: in frequency domain it acts as multiplication by −|ξ|², making it a Fourier multiplier.
- Generalizes to the Laplace–Beltrami operator on Riemannian manifolds and to the fractional Laplacian (−Δ)^s for nonlocal analysis.
- Generates the heat semigroup e^{tΔ}; eigenfunctions on bounded domains form an orthonormal basis (Helmholtz equation).
Connections: Pierre Simon Laplace · Laplace Operator · Partial Differential Equations · Harmonic Functions · Spectral Theory