Let be an inverse length. In three spatial dimensions, seek the Green's function that decays at infinity and satisfies
where is the Laplacian and the three-dimensional Dirac delta function. The point source and the differential operator have spherical symmetry. For , the radial Laplacian gives
Writing reduces this to . Decay at infinity removes the growing exponential function, leaving .
The Dirac delta function fixes the coefficient. Integrating over a ball and using the divergence theorem gives
The first term tends to , while the second is . Hence and
This solves the source equation in the sense of distributions, including at the origin. Merely verifying the equation for would leave the normalization undetermined. The limit at fixed is , the Green function of the Laplacian for the convention .
For an attractive scalar toy interaction, absorb constants into and set
Here has units of energy times length, and negative points inward. At equal , comparison with the unscreened model gives
Thus the potential energy and force have the same exponential scale but different suppression factors. At , these ratios are approximately and ; at , they are and . Finite range means rapid decay, not an abrupt cutoff.
Figure 1.
The Yukawa Green function and its decay relative to the Coulomb kernel
. Original scalar-model calculation. Left: compared with the unscreened , for . Right: relative potential energy and radial force magnitudes. The source singularity is excluded from the plotted interval; this is not a measured nucleon potential energy or a model of its core. Details.
For Stokes flow without body forces, . Symmetry of the Newtonian fluid stress tensor also gives , interpreted componentwise as the angular-momentum flux. The divergence theorem makes the resultant force and torque the same on any two homologous enclosing surfaces lying in a nonsingular fluid region. In a boundary perturbation of a nearly spherical particle, evaluating each perturbation field on a fixed enclosing surface avoids spurious geometric force terms: the geometric terms from changing the surface normal and area cancel those from evaluating the base stress at the displaced surface.
Symmetric gradient and curl decomposition Created 2026-10-18 Updated 2026-10-20
For a differentiable three-dimensional vector field , split its gradient tensor into symmetric and antisymmetric parts. The symmetric part is . Contracting the antisymmetric part with the Levi-Civita symbol gives the axial vector , proving the decomposition. If , the divergence of the symmetric part is . This lets a vector Laplacian be converted into a boundary integral of a symmetric tensor by the divergence theorem.
Total divergence Created 2026-09-28 Updated 2026-09-29
A total divergence has the form . The divergence theorem converts its volume integral into a boundary flux, which vanishes when the field has suitable decay or boundary conditions.
For the faces of a closed polyhedron, take outward unit normal vectors. Applying the divergence theorem to an arbitrary constant vector field gives
Since is arbitrary, the vector areas sum to zero. This is an oriented statement; the positive scalar surface areas do not cancel. The same proof works for every piecewise smooth closed boundary to which the divergence theorem applies.
Vector calculus Created 2026-09-24 Updated 2026-10-14
Vector calculus studies differentiation and integration of scalar fields and vector fields. Three operators answer different local questions: the gradient describes change of a scalar value, the divergence describes net outward flow, and the curl describes local circulation. Their associated integral theorems turn local derivatives into measurements along paths and across boundaries.
The difference between divergence and curl is especially visible in two smooth vector fields on three-dimensional Euclidean space:
At each point they have the same Euclidean norm , but their directions differ. For , and . For , and . One expands radially in each horizontal plane; the other describes rigid rotation.
Figure 1.
Equal-magnitude fields can have different divergence and curl: radial expansion gives outward flux, while rotation gives circulation
. Details.
Around the counterclockwise unit circle in the plane , is normal to the boundary and has zero tangential component. Its outward planar flux integral is , while its line integral around the circle is zero. For the values are reversed: outward planar flux is zero, and circulation is . The divergence and curl predict exactly which boundary measurement survives.
Why is this useful? A velocity field can move material through a boundary or circulate it within a region. Conservation of mass connects its divergence with density changes through the continuity equation; its curl is vorticity. In electromagnetism, the Maxwell equations use the same operators to connect electric fields, magnetic fields, and their sources. The common mathematical language lets the same integral calculations work across different physical models. [ref].
The geometric framework behind these operators is developed in differential forms. The Generalized Stokes theorem unifies the fundamental theorem for line integrals, Green theorem, Stokes theorem, and divergence theorem. In coordinates their formulas look different, but each relates accumulation over a region to a measurement on its boundary.
Wilson's Vector Analysis, published in 1901, was based on J. Willard Gibbs's lectures at Yale. Wilson's preface explains that examples from geometry, mechanics, and physics are interspersed with the mathematical development, so readers encounter applications as soon as they have the tools to understand them. That is a useful way to approach vector calculus: learn each operation through a measurement it makes possible. [ref].
Vector curl form of the divergence theorem Created 2026-10-20 Updated 2026-10-25
For a continuously differentiable vector field on a bounded sufficiently regular region , apply the divergence theorem to for an arbitrary constant vector . The vector calculus identity and the cyclic scalar triple product identity show that the dot products of both sides of the displayed formula with agree. Since is arbitrary, the vector integrals agree. Here is the outward unit normal vector. Reversing the order on the boundary gives the equivalent positive-sign formula .
For a continuously differentiable scalar-valued function on a bounded sufficiently regular region, apply the divergence theorem to , where is any constant vector. Since , the dot products of the two displayed vector integrals with every agree. The vector integrals are therefore equal. This is the scalar-gradient analogue of the usual flux identity.
For an isotropic, integrable background phase-space distribution function, rotational symmetry makes the integral radial in velocity space. Its divergence with respect to is by the Dirac delta identity for the divergence of the inverse-square vector field. Integrating over a velocity-space sphere and using the divergence theorem proves the displayed identity. Exterior velocity shells have zero contribution, just as in the spherical shell theorem. This explains why the leading-log Chandrasekhar dynamical friction integral contains only particles slower than the test body.
Volume average 2026-10-14
A volume average is the normalized integral average of a field over a three-dimensional region of finite positive volume. For a fixed region, differentiating in time commutes with this average under the usual regularity conditions. The divergence theorem converts the average of a divergence into its net boundary flux divided by volume.
Volume integral 2026-10-14
A volume integral integrates a scalar or componentwise vector field over a three-dimensional region with its volume form. In spherical polar coordinates the Euclidean volume form is . The divergence theorem relates a volume integral of a divergence to a boundary flux integral.
Volume integral of a curl 2026-10-25
The divergence theorem applied to for every constant vector gives , with outward unit normal . Indeed , while . Equality of the scalar projections for every proves the vector identity. Reversing the surface cross product reverses the sign.
For a sufficiently regular homogeneous function of degree on a three-dimensional region, Euler theorem for homogeneous functions gives . Hence , and the divergence theorem gives the displayed reduction when . At degree only the zero-flux identity follows, so division by is unavailable. Singular functions additionally require an excision or limiting argument; the surface contribution at a removed singularity must not be silently dropped. On the sloping side of a cone with its apex at zero, is tangent to the side and , so only the cap contributes to this formula.
For a bounded regular region and a sufficiently smooth real harmonic function, apply the divergence theorem to . Its divergence is . The boundary term vanishes, hence the integral of the nonnegative gradient square is zero. The gradient vanishes and the boundary values fix each component's constant as zero. Taking the difference of two solutions gives uniqueness for the Poisson equation with Dirichlet boundary data. Unbounded regions require an additional condition at infinity.