Choose a test function that equals one on the unit ball and vanishes outside the ball of radius two. Since
integration by parts gives
The first term on the right is supported where , where . The Cauchy-Schwarz inequality and Young inequality bound the second term by
After absorbing the first integral,
This estimate also proves completeness. Indeed, a Cauchy sequence in is Cauchy in locally, while its gradients and the functions converge in . The limits agree locally with a function , so and in the energy norm. Thus is a Hilbert space; it is the confining-potential energy space for .
Write
Differentiating at for a real test function gives
After integration by parts,
Rescaling the dependent and independent variables reduces this Euler-Lagrange equation to the ground-state equation for . The uniqueness of its positive radial solution and the equality cases in rearrangement show that all minimizers are
This is the classification of Weinstein-functional minimizers.
For real , differentiation under the integral gives
The ground-state equation and integration by parts reduce this to
In particular, along the amplitude direction the derivative is . Hence has negative energy for every sufficiently small , while
when is chosen small enough. The ground state has finite variance, so negative-energy blowup for the mass-critical focusing nonlinear Schrödinger equation shows that the corresponding solution blows up in finite time.
Write , where is smooth at zero. Then
and a uniformly integrable expansion gives
By integration by parts,
Therefore
Choose the Sobolev space encoding the homogeneous essential boundary conditions, set
after the appropriate integration by parts, and define the energy functional
Its first variation is , so its stationary points are exactly the solutions of the weak formulation
If is bounded, symmetric, and coercive and , the Lax-Milgram theorem supplies a unique weak solution . Moreover, for every ,
unless . Thus is strictly convex, and is its unique global minimizer. This proves existence and uniqueness of the minimizer and of the weak solution simultaneously.
Let and use the clamped energy space , whose traces satisfy on . Two applications of integration by parts give
If equality holds, then . The maximum principle for harmonic functions and the zero Dirichlet boundary condition imply . The biharmonic operator is therefore positive definite. The same identity and conclusion hold for the simply supported conditions ; either standard interpretation of the paper's phrase “zero boundary conditions” gives the result.
For an ultrarelativistic particle, . Including the two spin states of an electron, counting wavevectors in a sphere gives the density of states
The grand canonical partition function of the ideal Fermi gas is therefore
Since the grand potential satisfies , integration by parts gives
Thus
This is the equation of state of an ideal ultrarelativistic gas.
Take a variation , where the differentiable function obeys
because both and its first derivative have fixed endpoint values. The first variation of the functional is
Applying integration by parts once to the second term and twice to the third gives
The endpoint conditions on and make every boundary term zero. Since the remaining integral vanishes for every admissible variation, the fundamental lemma of the calculus of variations yields the higher-order Euler-Lagrange equation
The magnetic field is . The magnetostatic Ampère-Maxwell equation is , so the curl of the curl identity gives
A gauge transformation does not change . We may therefore choose the Coulomb gauge by solving the Poisson equation . It follows component by component in a Cartesian coordinate system that
The free-space Green function of the Laplacian then gives
For a localized steady current density, conservation of electric charge gives ; integration by parts confirms directly that this integral has zero divergence and hence obeys the Coulomb gauge.
A linear operator on a real inner-product space is self-adjoint when
for all .
To prove the finite-dimensional spectral theorem, first note that the continuous quadratic function has a maximum on the unit sphere. The Lagrange multiplier equation at a maximizing vector gives , so has a real unit eigenvector. Its orthogonal complement is invariant because
Induction on the dimension supplies an orthonormal eigenbasis of that complement and hence of .
For ,
while symmetry and bilinearity are immediate, so the displayed formula defines an inner product on . Since
integration by parts gives
The boundary term vanishes for polynomials, proving that is self-adjoint.
On the monomial ,
Thus the matrix of in the monomial basis is triangular with diagonal
These are therefore its eigenvalues. For , corresponding eigenvectors are
for eigenvalues , respectively. They are the first Laguerre polynomials up to normalization, as described by the Laguerre differential operator on polynomials.
Let and , where the variations vanish on the boundary. The first variation is
Applying integration by parts to the four derivative terms and discarding the boundary contributions gives
The variations and are independent and arbitrary in the interior. The fundamental lemma of the calculus of variations therefore gives the two Euler-Lagrange equations for two fields
The zero-boundary Sobolev space is
On it define
If this quadratic form vanishes, then . The Poincaré inequality gives
so . It is therefore an inner product, and its norm is equivalent to the usual norm.
A function is a weak solution when
This follows from integration by parts and incorporates the homogeneous Dirichlet boundary condition through membership in .
For a compactly supported variation , differentiation of the area functional at gives the first variation
After integration by parts, this is the minimal surface equation for a graph
For one has . The equation is invariant under this scaling, so solves it on for every .
For a smooth compactly supported , expand the nonnegative square
Since in three dimensions, integration by parts turns the cross term into . Hence
Density extends this Hardy inequality in Euclidean space to .
Differentiate the energy and use the chain rule:
After integration by parts, the middle term is . Therefore
by the defocusing semilinear wave equation. Thus the total energy is conserved.
At late time and . Define the elementary symmetric polynomials
Then part ii reduces to
where a prime removes the momentum-conserving Dirac delta distribution and
Expanding the product gives
Repeated integration by parts reduces every negative power to the supplied logarithmic integral. The power divergences are real and disappear when the imaginary part is taken. Writing
one obtains
Consequently the late-time parity-odd primordial trispectrum is
Its factor of is required by reality of a momentum-space scalar correlator: reversing all momenta complex-conjugates the correlator, while the scalar triple product changes sign.
The background spatial metric is . For the large spatial diffeomorphism
homogeneity and isotropy imply that the purely spatial background Christoffel symbols vanish. Hence
The shift is constant, transverse and traceless, and is therefore the zero-momentum adiabatic tensor mode.
A scalar transforms by its Lie derivative:
Fourier transformation and integration by parts in momentum space give
The term proportional to vanishes because the deformation is traceless.
Vertical hydrostatic equilibrium gives
Define vertically integrated pressure and the density-weighted disk scale height by
Multiply the hydrostatic equation by and integrate. Since at both boundaries, integration by parts gives
Therefore
Write the Rayleigh equation for inviscid shear flow as
Multiply by , integrate, and use integration by parts:
Its imaginary part is
For an unstable mode , the integral can vanish only if changes sign somewhere in the flow. Thus the velocity profile must have an inflection point. This is Rayleigh's inflection-point theorem; it is necessary, not sufficient, for inviscid instability.
The chain rule and
give
Applying the same rule to and in the Euler-Lagrange field equation yields the exact modulated equation
Multiply this equation by . Since and are independent of the fast phase,
The product rule then rearranges the field equation into the exact modulated-wave first integral
Average this identity over one period in . Periodicity kills the first term, while differentiation of the averaged Lagrangian gives
Consequently
The same two equations follow directly from the modulated variational principle. Varying gives
which is the exact field equation above. For a variation of , use and . Integration by parts in and gives the averaged equation. Thus variation with respect to the periodic profile reproduces the local wave equation, whereas variation with respect to its slow phase gives the Whitham modulation equation for wave action.